{"group":{"id":1,"name":"Community","lockable":false,"created_at":"2012-01-18T18:02:15.000Z","updated_at":"2026-04-16T00:12:35.000Z","description":"Problems submitted by members of the MATLAB Central community.","is_default":true,"created_by":161519,"badge_id":null,"featured":false,"trending":false,"solution_count_in_trending_period":0,"trending_last_calculated":"2026-04-16T00:00:00.000Z","image_id":null,"published":true,"community_created":false,"status_id":2,"is_default_group_for_player":false,"deleted_by":null,"deleted_at":null,"restored_by":null,"restored_at":null,"description_opc":null,"description_html":null,"published_at":null},"problems":[{"id":60551,"title":"Jigsaw 002: Intro 2x2 square. Local Cody images","description":"This challenge is to re-assemble camerman.tif and other grayscale images from four 128x128 pieces into a 256x256 image. The proposed method is best fitting edges to line m=1 and b=0 for 100, 90, and 80 percentiles.\r\nJigsaw001 was to show how data fitting can achieve results but is not a good general method. Tim used an elegant anonymous function of f=@(u)norm(diff(u))/std(mean(u)); along with a couple other methods incorporated into Jigsaw002.\r\nJigsaw is similar to the real world task of In-Scene-Calibration of a scanning sensor which was best solved by smoothing and usage of RobustFit. The template tries to simulate robustfit with edge smoothing to account for gradients\r\n\r\nThe pointer layout of the image is [1 3; 2 4]. Return a four value vector that remaps the scrambled image into an original form. The displayed scramble is [2 4 1 3] making the solution [3 1 4 2].The four pieces will be provided as matrices in a cell array, along with size of puzzle in pieces and piece size.\r\nAssertion is adjacent Chan and Row pairs will best match m=1 and b=0 for 100P,90P,80P of error.\r\nUsing 100/90/80p gives 88% of chans having \u003e95% valid adjacent channel determination. Using 90/70/50p gives 93% of chans having \u003e95% valid adjacent channel determination. Bordered images fail spectacularly.\r\nScoring function 10*abs(m-1)+abs(b/10) used at 100/90/80p with 4 out of 6 voting to determine best. Tie 3/3 leads to a best mean comparison.\r\nSeparation of Vertical and Horizontal performances is consequential. This was also gleaned from Tim.\r\n","description_html":"\u003cdiv style = \"text-align: start; line-height: 20.4333px; min-height: 0px; white-space: normal; color: rgb(0, 0, 0); font-family: Menlo, Monaco, Consolas, monospace; font-style: normal; font-size: 14px; font-weight: 400; text-decoration: rgb(0, 0, 0); white-space: normal; \"\u003e\u003cdiv style=\"block-size: 841px; display: block; min-width: 0px; padding-block-start: 0px; padding-top: 0px; perspective-origin: 407px 420.5px; transform-origin: 407px 420.5px; vertical-align: baseline; \"\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 366.5px 8px; transform-origin: 366.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThis challenge is to re-assemble camerman.tif and other grayscale images from four 128x128 pieces into a 256x256 image. The proposed method is best fitting edges to line m=1 and b=0 for 100, 90, and 80 percentiles.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 361.5px 8px; transform-origin: 361.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eJigsaw001 was to show how data fitting can achieve results but is not a good general method. Tim used an elegant anonymous function of f=@(u)norm(diff(u))/std(mean(u)); along with a couple other methods incorporated into Jigsaw002.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 377px 8px; transform-origin: 377px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eJigsaw is similar to the real world task of In-Scene-Calibration of a scanning sensor which was best solved by smoothing and usage of RobustFit. The template tries to simulate robustfit with edge smoothing to account for gradients\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 222.5px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 111.25px; text-align: left; transform-origin: 384px 111.25px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cimg class=\"imageNode\" style=\"vertical-align: baseline;width: 289px;height: 217px\" 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\" 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\" data-image-state=\"image-loaded\" width=\"289\" height=\"217\"\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 63px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 31.5px; text-align: left; transform-origin: 384px 31.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 379.5px 8px; transform-origin: 379.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe pointer layout of the image is [1 3; 2 4]. Return a four value vector that remaps the scrambled image into an original form. The displayed scramble is [2 4 1 3] making the solution [3 1 4 2].The four pieces will be provided as matrices in a cell array, along with size of puzzle in pieces and piece size.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 305.5px 8px; transform-origin: 305.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eAssertion is adjacent Chan and Row pairs will best match m=1 and b=0 for 100P,90P,80P of error.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 379.5px 8px; transform-origin: 379.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eUsing 100/90/80p gives 88% of chans having \u0026gt;95% valid adjacent channel determination. Using 90/70/50p gives 93% of chans having \u0026gt;95% valid adjacent channel determination. Bordered images fail spectacularly.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 374.5px 8px; transform-origin: 374.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eScoring function 10*abs(m-1)+abs(b/10) used at 100/90/80p with 4 out of 6 voting to determine best. Tie 3/3 leads to a best mean comparison.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 318px 8px; transform-origin: 318px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eSeparation of Vertical and Horizontal performances is consequential. This was also gleaned from Tim.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 222.5px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 111.25px; text-align: left; transform-origin: 384px 111.25px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cimg class=\"imageNode\" style=\"vertical-align: baseline;width: 289px;height: 217px\" 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\" alt=\"Adj Scatters\" data-image-state=\"image-loaded\" width=\"289\" height=\"217\"\u003e\u003c/div\u003e\u003c/div\u003e\u003c/div\u003e","function_template":"function v = jigsaw002(pc,nr,nc,pnr,pnc)\r\n %Brute force try all puzzle map permutations \r\n %Try all piece permutations and score the Horiz/Vertical piece edges separately\r\n %RobustFit like scoring with 100p 90p and 80p of edge vs interpolated deltas\r\n \r\n  %mpathc used to display progression of processing\r\n  mpathc = mat2cell(zeros(256*16, 256), ones(1,16)*256, 256); % 16 cells of 256x256 zeros\r\n  ptrc=0;\r\n  \r\n  best_score=inf(1,6);\r\n  for p=perms(1:4)'  %Tim\r\n   m=cell2mat(reshape(pc(p),2,2)); %Tim\r\n   mpv=[(m(:,pnc-1)+m(:,pnc+1))/2 m(:,pnc)];\r\n   mph=[(m(pnr-1,:)+m(pnr+1,:))/2; m(pnr,:)]';\r\n   mpves=create_sort(mpv);\r\n   mphes=create_sort(mph);\r\n   \r\n   score_setv=calc_score_set(mpves);\r\n   score_seth=calc_score_set(mphes);\r\n   scores=[score_setv score_seth]; % set of 6 scores\r\n    \r\n   if nnz(best_score-scores\u003e0)\u003e3  % 4/6 or 5/6 or 6/6 best_score\u003cscore  100p 90p 80p\r\n    v=p;\r\n    best_score=scores;\r\n    fprintf('New Best 4 score VH');fprintf(' %6.3f',scores);fprintf('\\n')\r\n    ptrc=ptrc+1;\r\n    mpathc{ptrc}=m;\r\n   elseif nnz(best_score-scores\u003e0)==3 % Tie  Choose lowest mean\r\n    if sum(scores)\u003csum(best_score) % could select 90s and 80s only\r\n     v=p;\r\n     best_score=scores;\r\n     fprintf('New Best 3 score VH');fprintf(' %6.3f',scores);fprintf('\\n')\r\n     ptrc=ptrc+1;\r\n     mpathc{ptrc}=m;\r\n    end\r\n   end\r\n   \r\n  end % p perms 1:nr*nc\r\n  \r\n  %Displaying images for various New Best configurations\r\n  if ptrc\u003c5\r\n   mpathf=cell2mat(reshape(mpathc(1:4),2,2));\r\n  elseif ptrc\u003c10\r\n   mpathf=cell2mat(reshape(mpathc(1:9),3,3));\r\n  else % hope for 16 or less\r\n   mpathf=cell2mat(reshape(mpathc(1:16),4,4));\r\n  end\r\n  figure;imagesc(mpathf);axis equal;colormap gray; %Display Path to solution\r\n  \r\nend %jigsaw002\r\n\r\nfunction mpes=create_sort(a)\r\n% a matrix [L,2]\r\n mpe=[a abs(diff(a,[],2))]; % Create error column\r\n mpes=sortrows(mpe,-3); % Descending sort of deltas\r\nend % create_sort\r\n\r\nfunction score_set=calc_score_set(mpes)\r\n% calc scores at 100p 90p 80p for a 256 sample matrix\r\n% score 10*abs(m-1)+abs(b)/10\r\n% score_set [1,3]\r\n warning('off','all'); % Some puzzles are poorly conditioned\r\n  mb100 = polyfit(mpes(:,1),mpes(:,2),1); % 256 samples\r\n  mb90 = polyfit(mpes(26:end,1),mpes(26:end,2),1);\r\n  mb80 = polyfit(mpes(52:end,1),mpes(52:end,2),1);\r\n  score_set=[(abs([mb100;mb90;mb80]-[1 0]))*[10;.1]]';\r\nend % calc_score_set","test_suite":"%%\r\n% all imdata 2019 are hosted for cody at https://drive.google.com/drive/folders/1TZkBMEEKHiFJExqVoJgj5VVeHbvOfTYB\r\n% a Text file of matlab urlwrite links will be added in the future\r\n\r\n%To access matlab cody local image folder may be accomplished using cd\r\n%jigsaw002_pwd=pwd;\r\n%dir\r\n\r\ncd (fullfile(matlabroot,'toolbox/images/imdata/'));\r\n\r\nmc=double(imread('cameraman.tif'));\r\n%fprintf('Cameraman size %i %i\\n',size(mc))\r\n%dir *.tif  %*.jpg  *.png\r\n%figure;imshow('cameraman.tif') % valid\r\n\r\n%dir *.mat\r\n%fnmat='imdemos.mat'; %trees cellsequence contours mristack\r\n%fnmat='trees.mat';\r\n%whos('-file',fnmat) %mat file contents name nrxnc size type\r\n%load(fnmat)\r\n\r\n%Possible files to use from imdemos.mat\r\n%  mc=double(circuit4); %\r\n% mc=double(coins2); %\r\n%  mc=double(rice3); %\r\n% mc=double(circles); %Bad image with top/bot black\r\n% mc=double(eight); %\r\n% mc=double(glass2); %\r\n%  mc=double(liftbody256); %\r\n% mc=double(saturn2); %image not great\r\n% mc=double(vertigo2); % Pass 100/80/60  Fails 100/90/80\r\n\r\nnr=2;nc=2;\r\npnr=128;pnc=128;\r\nTotal_pieces=nr*nc;\r\npc{Total_pieces}=[];\r\n\r\nptr=0;\r\nfor c=1:nc\r\n for r=1:nr\r\n  p=mc(1+(r-1)*pnr:r*pnr,1+(c-1)*pnc:c*pnc);\r\n  ptr=ptr+1;\r\n  pc{ptr}=p;\r\n end\r\nend\r\n\r\nvperm=1:nr*nc;\r\nwhile nnz((vperm-[1:nr*nc])==0) % want each piece moved\r\n vperm=randperm(nr*nc);\r\n if isequal(vperm,[4 3 2 1]) %don't want first perm to solve\r\n  vperm(1)=1;\r\n end\r\nend\r\n\r\nfor i=1:Total_pieces % scramble puzzle pieces\r\n jpc{i}=pc{vperm(i)};\r\nend\r\n\r\n%jigsaws=[jpc{1} jpc{3};jpc{2} jpc{4}];\r\njigsaws=cell2mat(reshape(pc(vperm),2,2));  % scrambled image\r\n\r\nv = jigsaw002(jpc,nr,nc,pnr,pnc);\r\n\r\njigsawf=cell2mat(reshape(jpc(v),2,2)); \r\n%jigsawf=[jpc{v(1)} jpc{v(3)};jpc{v(2)} jpc{v(4)}];\r\n\r\nfigure;imagesc(jigsawf);colormap gray %Final image\r\n\r\nassert(isequal(jigsawf,mc))\r\n\r\n%%\r\nfnmat='imdemos.mat';\r\nload(fnmat);\r\nmc=double(circuit4);\r\n\r\nnr=2;nc=2;pnr=128;pnc=128;\r\nTotal_pieces=nr*nc;\r\npc{Total_pieces}=[];\r\n\r\nptr=0;\r\nfor c=1:nc\r\n for r=1:nr\r\n  p=mc(1+(r-1)*pnr:r*pnr,1+(c-1)*pnc:c*pnc);\r\n  ptr=ptr+1;\r\n  pc{ptr}=p;\r\n end\r\nend\r\n\r\nvperm=1:nr*nc;\r\nwhile nnz((vperm-[1:nr*nc])==0) % want each piece moved\r\n vperm=randperm(nr*nc);\r\n if isequal(vperm,[4 3 2 1]) %don't want first standard perm to solve\r\n  vperm(1)=1;\r\n end\r\nend\r\n\r\nfor i=1:Total_pieces % scramble puzzle pieces\r\n jpc{i}=pc{vperm(i)};\r\nend\r\n\r\nv = jigsaw002(jpc,nr,nc,pnr,pnc);\r\n\r\njigsawf=cell2mat(reshape(jpc(v),2,2)); \r\n\r\nfigure;imagesc(jigsawf);colormap gray % Final image\r\n\r\nassert(isequal(jigsawf,mc))\r\n\r\n%%\r\nfnmat='imdemos.mat';\r\nload(fnmat);\r\nmc=double(liftbody256);\r\n\r\nnr=2;nc=2;pnr=128;pnc=128;\r\nTotal_pieces=nr*nc;\r\npc{Total_pieces}=[];\r\n\r\nptr=0;\r\nfor c=1:nc\r\n for r=1:nr\r\n  p=mc(1+(r-1)*pnr:r*pnr,1+(c-1)*pnc:c*pnc);\r\n  ptr=ptr+1;\r\n  pc{ptr}=p;\r\n end\r\nend\r\n\r\nvperm=1:nr*nc;\r\nwhile nnz((vperm-[1:nr*nc])==0) % want each piece moved\r\n vperm=randperm(nr*nc);\r\n if isequal(vperm,[4 3 2 1]) %don't want first standard perm to solve\r\n  vperm(1)=1;\r\n end\r\nend\r\n\r\nfor i=1:Total_pieces % scramble puzzle pieces\r\n jpc{i}=pc{vperm(i)};\r\nend\r\n\r\nv = jigsaw002(jpc,nr,nc,pnr,pnc);\r\n\r\njigsawf=cell2mat(reshape(jpc(v),2,2)); \r\n\r\nfigure;imagesc(jigsawf);colormap gray % Final image\r\n\r\nassert(isequal(jigsawf,mc))\r\n%%\r\nfnmat='imdemos.mat';\r\nload(fnmat);\r\nmc=double(coins2);\r\n\r\nnr=2;nc=2;pnr=128;pnc=128;\r\nTotal_pieces=nr*nc;\r\npc{Total_pieces}=[];\r\n\r\nptr=0;\r\nfor c=1:nc\r\n for r=1:nr\r\n  p=mc(1+(r-1)*pnr:r*pnr,1+(c-1)*pnc:c*pnc);\r\n  ptr=ptr+1;\r\n  pc{ptr}=p;\r\n end\r\nend\r\n\r\nvperm=1:nr*nc;\r\nwhile nnz((vperm-[1:nr*nc])==0) % want each piece moved\r\n vperm=randperm(nr*nc);\r\n if isequal(vperm,[4 3 2 1]) %don't want first standard perm to solve\r\n  vperm(1)=1;\r\n end\r\nend\r\n\r\nfor i=1:Total_pieces % scramble puzzle pieces\r\n jpc{i}=pc{vperm(i)};\r\nend\r\n\r\nv = jigsaw002(jpc,nr,nc,pnr,pnc);\r\n\r\njigsawf=cell2mat(reshape(jpc(v),2,2)); \r\n\r\nfigure;imagesc(jigsawf);colormap gray % Final image\r\n\r\nassert(isequal(jigsawf,mc))\r\n%%\r\nfnmat='imdemos.mat';\r\nload(fnmat);\r\nmc=double(rice3);\r\n\r\nnr=2;nc=2;pnr=128;pnc=128;\r\nTotal_pieces=nr*nc;\r\npc{Total_pieces}=[];\r\n\r\nptr=0;\r\nfor c=1:nc\r\n for r=1:nr\r\n  p=mc(1+(r-1)*pnr:r*pnr,1+(c-1)*pnc:c*pnc);\r\n  ptr=ptr+1;\r\n  pc{ptr}=p;\r\n end\r\nend\r\n\r\nvperm=1:nr*nc;\r\nwhile nnz((vperm-[1:nr*nc])==0) % want each piece moved\r\n vperm=randperm(nr*nc);\r\n if isequal(vperm,[4 3 2 1]) %don't want first standard perm to solve\r\n  vperm(1)=1;\r\n end\r\nend\r\n\r\nfor i=1:Total_pieces % scramble puzzle pieces\r\n jpc{i}=pc{vperm(i)};\r\nend\r\n\r\nv = jigsaw002(jpc,nr,nc,pnr,pnc);\r\n\r\njigsawf=cell2mat(reshape(jpc(v),2,2)); \r\n\r\nfigure;imagesc(jigsawf);colormap gray % Final image\r\n\r\nassert(isequal(jigsawf,mc))\r\n\r\n","published":true,"deleted":false,"likes_count":0,"comments_count":0,"created_by":3097,"edited_by":3097,"edited_at":"2024-06-26T13:41:17.000Z","deleted_by":null,"deleted_at":null,"solvers_count":9,"test_suite_updated_at":null,"rescore_all_solutions":false,"group_id":1,"created_at":"2024-06-18T22:29:32.000Z","updated_at":"2025-04-23T19:19:12.000Z","published_at":"2024-06-26T13:41:17.000Z","restored_at":null,"restored_by":null,"spam":false,"simulink":false,"admin_reviewed":false,"description_opc":"{\"parts\":[{\"partUri\":\"/matlab/document.xml\",\"contentType\":\"application/vnd.mathworks.matlab.code.document+xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\"?\u003e\u003cw:document xmlns:w=\\\"http://schemas.openxmlformats.org/wordprocessingml/2006/main\\\"\u003e\u003cw:body\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThis challenge is to re-assemble camerman.tif and other grayscale images from four 128x128 pieces into a 256x256 image. The proposed method is best fitting edges to line m=1 and b=0 for 100, 90, and 80 percentiles.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eJigsaw001 was to show how data fitting can achieve results but is not a good general method. Tim used an elegant anonymous function of f=@(u)norm(diff(u))/std(mean(u)); along with a couple other methods incorporated into Jigsaw002.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eJigsaw is similar to the real world task of In-Scene-Calibration of a scanning sensor which was best solved by smoothing and usage of RobustFit. The template tries to simulate robustfit with edge smoothing to account for gradients\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:customXml w:element=\\\"image\\\"\u003e\u003cw:customXmlPr\u003e\u003cw:attr w:name=\\\"height\\\" w:val=\\\"217\\\"/\u003e\u003cw:attr w:name=\\\"width\\\" w:val=\\\"289\\\"/\u003e\u003cw:attr w:name=\\\"verticalAlign\\\" w:val=\\\"baseline\\\"/\u003e\u003cw:attr w:name=\\\"altText\\\" w:val=\\\"\\\"/\u003e\u003cw:attr w:name=\\\"relationshipId\\\" w:val=\\\"rId1\\\"/\u003e\u003c/w:customXmlPr\u003e\u003c/w:customXml\u003e\u003cw:customXml w:element=\\\"image\\\"\u003e\u003cw:customXmlPr\u003e\u003cw:attr w:name=\\\"height\\\" w:val=\\\"217\\\"/\u003e\u003cw:attr w:name=\\\"width\\\" w:val=\\\"289\\\"/\u003e\u003cw:attr w:name=\\\"verticalAlign\\\" w:val=\\\"baseline\\\"/\u003e\u003cw:attr w:name=\\\"altText\\\" w:val=\\\"\\\"/\u003e\u003cw:attr w:name=\\\"relationshipId\\\" w:val=\\\"rId2\\\"/\u003e\u003c/w:customXmlPr\u003e\u003c/w:customXml\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe pointer layout of the image is [1 3; 2 4]. Return a four value vector that remaps the scrambled image into an original form. The displayed scramble is [2 4 1 3] making the solution [3 1 4 2].The four pieces will be provided as matrices in a cell array, along with size of puzzle in pieces and piece size.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eAssertion is adjacent Chan and Row pairs will best match m=1 and b=0 for 100P,90P,80P of error.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eUsing 100/90/80p gives 88% of chans having \u0026gt;95% valid adjacent channel determination. Using 90/70/50p gives 93% of chans having \u0026gt;95% valid adjacent channel determination. Bordered images fail spectacularly.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eScoring function 10*abs(m-1)+abs(b/10) used at 100/90/80p with 4 out of 6 voting to determine best. Tie 3/3 leads to a best mean comparison.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eSeparation of Vertical and Horizontal performances is consequential. 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\",\"relationship\":null},{\"partUri\":\"/media/image2.png\",\"contentType\":\"image/png\",\"content\":\"data:image/png;base64,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\",\"relationship\":null},{\"partUri\":\"/media/image3.png\",\"contentType\":\"image/png\",\"content\":\"data:image/png;base64,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\",\"relationship\":null}],\"relationships\":[{\"relationshipType\":\"http://schemas.mathworks.com/matlab/code/2013/relationships/document\",\"target\":\"/matlab/document.xml\",\"relationshipId\":\"rId1\"}]}"},{"id":42617,"title":"List of built-in demo images","description":"Return a cell array containing the filenames for built-in images (e.g. cameraman.tif, coins.png). An optional input specifies what type(s) of files to look for. If no such files exist, return an empty cell array.\r\n\r\n*EDIT:* The output should be sorted in alphabetical order.","description_html":"\u003cp\u003eReturn a cell array containing the filenames for built-in images (e.g. cameraman.tif, coins.png). An optional input specifies what type(s) of files to look for. If no such files exist, return an empty cell array.\u003c/p\u003e\u003cp\u003e\u003cb\u003eEDIT:\u003c/b\u003e The output should be sorted in alphabetical order.\u003c/p\u003e","function_template":"function c = demoimages(FilterSpec)\r\n  c = {};\r\nend","test_suite":"%%\r\nfiletext = fileread('demoimages.m');\r\nassert(isempty(strfind(filetext, 'cameraman.tif')))\r\n\r\n%%\r\nc = demoimages({'.png'});\r\nc_correct = {'bag.png','blobs.png','circles.png','circlesBrightDark.png','coins.png','coloredChips.png','concordaerial.png','concordorthophoto.png','fabric.png','gantrycrane.png','glass.png','hestain.png','kobi.png','liftingbody.png','lighthouse.png','onion.png','pears.png','pillsetc.png','rice.png','riceblurred.png','saturn.png','snowflakes.png','tape.png','testpat1.png','text.png','tissue.png','toyobjects.png','toysflash.png','toysnoflash.png','westconcordaerial.png','westconcordorthophoto.png'};\r\nassert(isequal(c,c_correct))\r\n\r\n%%\r\nc = demoimages({'.jpg'});\r\nc_correct = {'football.jpg','greens.jpg','hands1.jpg','hands2.jpg','office_1.jpg','office_2.jpg','office_3.jpg','office_4.jpg','office_5.jpg','office_6.jpg','yellowlily.jpg'};\r\nassert(isequal(c,c_correct))\r\n\r\n%%\r\nc = demoimages({'.bmp','.jpg'});\r\nc_correct = {'football.jpg','greens.jpg','hands1.jpg','hands2.jpg','office_1.jpg','office_2.jpg','office_3.jpg','office_4.jpg','office_5.jpg','office_6.jpg','yellowlily.jpg'};\r\nassert(isequal(c,c_correct))\r\n\r\n%%\r\nc = demoimages({'.tif'});\r\nc_correct = {'AT3_1m4_01.tif','AT3_1m4_02.tif','AT3_1m4_03.tif','AT3_1m4_04.tif','AT3_1m4_05.tif','AT3_1m4_06.tif','AT3_1m4_07.tif','AT3_1m4_08.tif','AT3_1m4_09.tif','AT3_1m4_10.tif','autumn.tif','board.tif','cameraman.tif','canoe.tif','cell.tif','circbw.tif','circuit.tif','eight.tif','forest.tif','hotcoffee.tif','kids.tif','logo.tif','m83.tif','mandi.tif','moon.tif','mri.tif','paper1.tif','pout.tif','shadow.tif','spine.tif','tire.tif','trees.tif'};\r\nassert(isequal(c,c_correct))\r\n\r\n%%\r\nc = demoimages({'.tif','.png'});\r\nc_correct = {'AT3_1m4_01.tif','AT3_1m4_02.tif','AT3_1m4_03.tif','AT3_1m4_04.tif','AT3_1m4_05.tif','AT3_1m4_06.tif','AT3_1m4_07.tif','AT3_1m4_08.tif','AT3_1m4_09.tif','AT3_1m4_10.tif','autumn.tif','board.tif','cameraman.tif','canoe.tif','cell.tif','circbw.tif','circuit.tif','eight.tif','forest.tif','hotcoffee.tif','kids.tif','logo.tif','m83.tif','mandi.tif','moon.tif','mri.tif','paper1.tif','pout.tif','shadow.tif','spine.tif','tire.tif','trees.tif','bag.png','blobs.png','circles.png','circlesBrightDark.png','coins.png','coloredChips.png','concordaerial.png','concordorthophoto.png','fabric.png','gantrycrane.png','glass.png','hestain.png','kobi.png','liftingbody.png','lighthouse.png','onion.png','pears.png','pillsetc.png','rice.png','riceblurred.png','saturn.png','snowflakes.png','tape.png','testpat1.png','text.png','tissue.png','toyobjects.png','toysflash.png','toysnoflash.png','westconcordaerial.png','westconcordorthophoto.png'};\r\nassert(isequal(c,sort(c_correct)))\r\n\r\n%%\r\nc = demoimages({'.jpg','.png','.tif'});\r\nc_correct = {'football.jpg','greens.jpg','hands1.jpg','hands2.jpg','office_1.jpg','office_2.jpg','office_3.jpg','office_4.jpg','office_5.jpg','office_6.jpg','yellowlily.jpg','bag.png','blobs.png','circles.png','circlesBrightDark.png','coins.png','coloredChips.png','concordaerial.png','concordorthophoto.png','fabric.png','gantrycrane.png','glass.png','hestain.png','kobi.png','liftingbody.png','lighthouse.png','onion.png','pears.png','pillsetc.png','rice.png','riceblurred.png','saturn.png','snowflakes.png','tape.png','testpat1.png','text.png','tissue.png','toyobjects.png','toysflash.png','toysnoflash.png','westconcordaerial.png','westconcordorthophoto.png','AT3_1m4_01.tif','AT3_1m4_02.tif','AT3_1m4_03.tif','AT3_1m4_04.tif','AT3_1m4_05.tif','AT3_1m4_06.tif','AT3_1m4_07.tif','AT3_1m4_08.tif','AT3_1m4_09.tif','AT3_1m4_10.tif','autumn.tif','board.tif','cameraman.tif','canoe.tif','cell.tif','circbw.tif','circuit.tif','eight.tif','forest.tif','hotcoffee.tif','kids.tif','logo.tif','m83.tif','mandi.tif','moon.tif','mri.tif','paper1.tif','pout.tif','shadow.tif','spine.tif','tire.tif','trees.tif'};\r\nassert(isequal(c,sort(c_correct)))\r\n\r\n%%\r\nassert(isempty(demoimages({'.bmp'})))\r\n\r\n\r\n%%\r\nassert(isempty(demoimages({'.gif'})))\r\n\r\n%%\r\nc = demoimages({'.bmp','.gif','.tif','.png','.jpg'});\r\nc_correct = {'AT3_1m4_01.tif','AT3_1m4_02.tif','AT3_1m4_03.tif','AT3_1m4_04.tif','AT3_1m4_05.tif','AT3_1m4_06.tif','AT3_1m4_07.tif','AT3_1m4_08.tif','AT3_1m4_09.tif','AT3_1m4_10.tif','autumn.tif','board.tif','cameraman.tif','canoe.tif','cell.tif','circbw.tif','circuit.tif','eight.tif','forest.tif','hotcoffee.tif','kids.tif','logo.tif','m83.tif','mandi.tif','moon.tif','mri.tif','paper1.tif','pout.tif','shadow.tif','spine.tif','tire.tif','trees.tif','bag.png','blobs.png','circles.png','circlesBrightDark.png','coins.png','coloredChips.png','concordaerial.png','concordorthophoto.png','fabric.png','gantrycrane.png','glass.png','hestain.png','kobi.png','liftingbody.png','lighthouse.png','onion.png','pears.png','pillsetc.png','rice.png','riceblurred.png','saturn.png','snowflakes.png','tape.png','testpat1.png','text.png','tissue.png','toyobjects.png','toysflash.png','toysnoflash.png','westconcordaerial.png','westconcordorthophoto.png','football.jpg','greens.jpg','hands1.jpg','hands2.jpg','office_1.jpg','office_2.jpg','office_3.jpg','office_4.jpg','office_5.jpg','office_6.jpg','yellowlily.jpg'};\r\nassert(isequal(c,sort(c_correct)))\r\n","published":true,"deleted":false,"likes_count":7,"comments_count":11,"created_by":4793,"edited_by":null,"edited_at":null,"deleted_by":null,"deleted_at":null,"solvers_count":11,"test_suite_updated_at":"2015-09-23T18:51:47.000Z","rescore_all_solutions":false,"group_id":1,"created_at":"2015-09-18T00:04:51.000Z","updated_at":"2015-09-23T18:51:47.000Z","published_at":"2015-09-18T00:32:24.000Z","restored_at":null,"restored_by":null,"spam":false,"simulink":false,"admin_reviewed":false,"description_opc":"{\"relationships\":[{\"relationshipType\":\"http://schemas.mathworks.com/matlab/code/2013/relationships/document\",\"targetMode\":\"\",\"relationshipId\":\"rId1\",\"target\":\"/matlab/document.xml\"},{\"relationshipType\":\"http://schemas.mathworks.com/matlab/code/2013/relationships/output\",\"targetMode\":\"\",\"relationshipId\":\"rId2\",\"target\":\"/matlab/output.xml\"}],\"parts\":[{\"partUri\":\"/matlab/document.xml\",\"relationship\":[],\"contentType\":\"application/vnd.mathworks.matlab.code.document+xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\"?\u003e\\n\u003cw:document xmlns:w=\\\"http://schemas.openxmlformats.org/wordprocessingml/2006/main\\\"\u003e\u003cw:body\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eReturn a cell array containing the filenames for built-in images (e.g. cameraman.tif, coins.png). An optional input specifies what type(s) of files to look for. If no such files exist, return an empty cell array.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:rPr\u003e\u003cw:b/\u003e\u003c/w:rPr\u003e\u003cw:t\u003eEDIT:\u003c/w:t\u003e\u003c/w:r\u003e\u003cw:r\u003e\u003cw:t\u003e The output should be sorted in alphabetical order.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003c/w:body\u003e\u003c/w:document\u003e\"},{\"partUri\":\"/matlab/output.xml\",\"contentType\":\"text/xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\" standalone=\\\"no\\\" ?\u003e\u003cembeddedOutputs\u003e\u003cmetaData\u003e\u003cevaluationState\u003emanual\u003c/evaluationState\u003e\u003clayoutState\u003ecode\u003c/layoutState\u003e\u003coutputStatus\u003eready\u003c/outputStatus\u003e\u003c/metaData\u003e\u003coutputArray type=\\\"array\\\"/\u003e\u003cregionArray type=\\\"array\\\"/\u003e\u003c/embeddedOutputs\u003e\"}]}"},{"id":58926,"title":"Neural Net: Convolutional NN Matrices Determination for LED Digit images","description":"This challenge is to return final WH and WP matrices, given XImgset, WH, WP, K, EPY using convolution(Ximg,K), ReLU on the hidden layer and Softmax on the output layer. Training images are LED binary matrices of digits 1:9 and 0. A fun extension is to add LED variants and see if trained WH/WP give expected result.\r\n[WP,WH]=ConvNN_Process(XImgset,K,WH,WP,EPY)\r\n \r\nThe matlab Latex code for making the CNN Processing chart included in template.\r\n","description_html":"\u003cdiv style = \"text-align: start; line-height: 20.4333px; min-height: 0px; white-space: normal; color: rgb(0, 0, 0); font-family: Menlo, Monaco, Consolas, monospace; font-style: normal; font-size: 14px; font-weight: 400; text-decoration: rgb(0, 0, 0); white-space: normal; \"\u003e\u003cdiv style=\"block-size: 691.5px; display: block; min-width: 0px; padding-block-start: 0px; padding-top: 0px; perspective-origin: 407px 345.75px; transform-origin: 407px 345.75px; vertical-align: baseline; \"\u003e\u003cdiv style=\"block-size: 63px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 31.5px; text-align: left; transform-origin: 384px 31.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 384px 8px; transform-origin: 384px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThis challenge is to return final WH and WP matrices, given XImgset, WH, WP, K, EPY using convolution(Ximg,K), ReLU on the hidden layer and Softmax on the output layer. Training images are LED binary matrices of digits 1:9 and 0. A fun extension is to add LED variants and see if trained WH/WP give expected result.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 162.5px 8px; transform-origin: 162.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e[WP,WH]=ConvNN_Process(XImgset,K,WH,WP,EPY)\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 529.5px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 264.75px; text-align: left; transform-origin: 384px 264.75px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cimg class=\"imageNode\" style=\"vertical-align: baseline;width: 875px;height: 524px\" 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data-image-state=\"image-loaded\" width=\"875\" height=\"524\"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 8px; transform-origin: 0px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e \u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 257px 8px; transform-origin: 257px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe matlab Latex code for making the CNN Processing chart included in template.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 8px; transform-origin: 0px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003c/div\u003e\u003c/div\u003e","function_template":"function [WP,WH]=ConvNN_Process(XImg,K,WH,WP,EPY)\r\n %nX=size(XImg,3); %Number training images\r\n %nK=size(K,3); % Number kernels\r\n %XC=zeros(5,3,nK); %Pre-alloc for speed\r\n \r\n for epoch=1:1000 % Number of cycles to evolve WH and WP\r\n  dWH=0*WH;\r\n  dWP=0*WP;\r\n  for iCase=1:nX  %Cycle thru all Images while accumulating dWH and dWP\r\n %Forward Pass  X(7,5,nX)-Ximg,Conv-XC(5,3,nK),ReLU-XCY3(5,3,nK),XCY(1,nK*15+1)(1,91)\r\n % XCYV*WH-H(1,21), ReLU(H)-HY(1,21), HY*WP-P(1,10), Softmax(P)-PY\r\n   for k=1:nK\r\n    %XC(:,:,k)=(conv2(XImg(:,:,iCase),K(:,:,k),'valid')); %Use rot90 Kernel to make output align\r\n   end\r\n\r\n   %XCY3=max(0,XC); %ReLU  Not needed with all K coeff positive; safer to leave in for K offset case\r\n   %XCY=[XCY3(:)' 1]; % 1,nK*15+1  (1,91)  add a 1 for offset term\r\n \r\n   %[dWPi,dWHi]=Neural_ReLU_Back_Propagation(XCY,WH,WP,EPY(iCase,:));\r\n \r\n %Accumulate across all sample cases\r\n   %dWP=dWP+dWPi;\r\n   %dWH=dWH+dWHi;\r\n \r\n  end % iCase\r\n\r\n  %WP=WP+dWP/nX; % dWP/nX  Valid\r\n  %WH=WH+dWH/nX; % Usage /nX^2 requires 10K epochs for \u003e.8 PYs\r\n\r\n end % epoch\r\nend %ConvNN_Process\r\n\r\nfunction [dWP,dWH]=Neural_ReLU_Back_Propagation(X,WH,WP,EPY)\r\n% X will be single case [X1 X2 ... XN 1]\r\n  LR=1; % Learning Rate\r\n  \r\n  H=X*WH;\r\n  HY=max(0,H); % ReLU\r\n  \r\n  P=HY*WP ; %\r\n  PY=exp(P)./sum(exp(P),2); %Softmax [PY1 PY2 ... PYM]\r\n  \r\n  %Back Propagation Calculations\r\n  ErrPY=EPY-PY;\r\n  \r\n  dPY=PY.*(1-PY).*ErrPY;\r\n  dWP=LR*HY'.*dPY;\r\n  \r\n  dHY=HY.*(1-HY).*sum(WP.*dPY,2)';\r\n  dWH=LR*X'.*dHY;\r\nend % Neural_ReLU_Back_Propagation\r\n\r\n\r\n%{\r\nfunction NNConv_flow\r\n%Convolution neural net process flow\r\n\r\n%shape prep\r\nr = 10;r5=5;\r\nphi = 0:0.01:2*pi;\r\ncxA = r*cos(phi);\r\ncyA = r*sin(phi);\r\n\r\nrxA=[0 2*r 2*r   0 0]';rx5=[0 r r 0 0]';\r\nryA=[0   0 2*r 2*r 0]';ry5=[0 0 r r 0]';\r\n\r\n\r\nf=figure(1);clf;\r\nf.Position=[1935 122 1459 873]; % Dual Monitor setting\r\n\r\nplot([0;160;160;0;0],[-5;-5;100;100;-5],'k','linewidth',2);hold on\r\nxticks([]);yticks([]); %Ticks/Labels off\r\naxis equal;axis tight;\r\n\r\npatch(rxA*1.9+48,ryA+75,'y')\r\ntext(50,93,'Images','Fontsize',14);text(65,93,'Kernels','Fontsize',14);\r\nfor j=0:3\r\n plot(rx5+50+j,ry5+81-j,'k','linewidth',1);\r\n plot(rx5+65+j,ry5+81-j,'k','linewidth',1);\r\nend\r\ntext(79,90,'EPY','Fontsize',14);text(79,86,'WH','Fontsize',14);text(79,82,'WP','Fontsize',14);\r\ntext(49,76.5,'Initial Inputs','Fontsize',14);\r\nquiver(86,86,3,0,'k','LineWidth',3.5,'MaxHeadSize',1);\r\n\r\npatch(rxA*3.5+89,ryA*1.9+56,[1 .75 .4])\r\ntext(90,92.5,'Epoch:  Cycle over Training Images (1K to 10K)','Fontsize',14);\r\ntext(92,89,'Loop over Images to Update WP and WH','Fontsize',14);\r\ntext(92,86,'dWP=0;  dWH=0','Fontsize',14);\r\ntext(92,62,'WP = WP + dWP / nX   %nX = # Training images','Fontsize',14);\r\ntext(92,58,'WH = WH + dWH / nX','Fontsize',14);\r\n\r\npatch(rxA*3.3+91,ryA*0.95+65,[.75 1 .4])\r\ntext(92,82,'Cases:  Cycle thru Training Images','Fontsize',14);\r\ntext(94,79,'Loop over Convolutions per Training Image ','Fontsize',14);\r\ntext(94,75.5,'Create XC ( : , : , k ) - Convolution Planes Image_{i}','Fontsize',14);\r\ntext(96,73,'Create XCY - Convolution Set Vector [1,91]','Fontsize',14);\r\ntext(98,70,'Perform dWP dWH Back Propagation','Fontsize',14);\r\ntext(98,67,'Update dWP and dWH','Fontsize',14);\r\n\r\npatch(rxA*3.5+89,ryA*2.4+7,[.4 1 .75])\r\ntext(96,53,'Processing Numerical Convergence Concerns','Fontsize',14);\r\ntext(90,49,'Kernels need to be scaled(sum \u003c=1) or offset(sum~=0)','Fontsize',14);\r\ntext(90,45,'WH and WP require offset and scale normalization','Fontsize',14);\r\ntext(90,41,'WH=[(rand(90,20)-.5)/sqrt(90+20) zeros(90,1)]','Fontsize',14);\r\ntext(90,37,'WP=(rand(21,10)-.5)/sqrt(21+10);','Fontsize',14);\r\ntext(93,33,'Offset to achieve zero-sum','Fontsize',14);\r\ntext(93,29,'Scale to avoid large positive sum','Fontsize',14);\r\ntext(90,25,'nX factor for WP, WH updates needed for convergence','Fontsize',14);\r\ntext(90,21,'Scale mods change convergence rate and stability','Fontsize',14);\r\ntext(92,17,'(2*nX) requires 2K Epochs to achieve .90 Predictions','Fontsize',14);\r\ntext(90,13,'WH w=20 was arbitrary at 2 * # Classes','Fontsize',14);\r\ntext(90,9,'WH h=91 is conv(h*w)*Kernels +1 ','Fontsize',14);\r\n\r\npatch(rxA*3.5+89,ryA*.5-4,[1 .4 1])\r\ntext(90,4.5,'Kernels are to capture features','Fontsize',14);\r\ntext(90,1.5,'Internal Corners and Straights were selected','Fontsize',14);\r\ntext(90,-1.5,'Centering done for debugging (not required)','Fontsize',14);\r\n\r\ntext(1,97,'Convolution Neural Net: Forward Pass and Back Propagation WP \u0026 WH','Fontsize',20);\r\n\r\ntext(1,93.5,'\\color[rgb]{1 .5 .2}Ten Input Images(7x5) [Ringed by 0s]','Fontsize',12) %Valid\r\ntext(1,91,'\\bf 1  111 111 1 1 111 1   111 111 111 111','Fontsize',9,'Fontname','Courier')  %bf bold_font\r\ntext(1,91,'\\bf\\color{red}. .          .       ..','Fontsize',9,'Fontname','Courier')  %bold_font, color\r\ntext(1,89,'\\bf 1    1   1 1 1 1   1     1 1 1 1 1 1 1','Fontsize',9,'Fontname','Courier')\r\ntext(1,89,'\\bf\\color{red}. . ..  ..   .   ..  .. ..   .   .   . ','Fontsize',9,'Fontname','Courier')\r\ntext(1,87,'\\bf 1  111 111 111 111 111   1 111 111 1 1','Fontsize',9,'Fontname','Courier')\r\ntext(1,87,'\\bf\\color{red}. .                     ..           . ','Fontsize',9,'Fontname','Courier')\r\ntext(1,85,'\\bf 1  1     1   1   1 1 1   1 1 1   1 1 1','Fontsize',9,'Fontname','Courier')\r\ntext(1,85,'\\bf\\color{red}. .  .. ..  ..  ..   .  ..   .  ..   . ','Fontsize',9,'Fontname','Courier')\r\ntext(1,83,'\\bf 1  111 111   1 111 111   1 111   1 111','Fontsize',9,'Fontname','Courier')\r\ntext(1,83,'\\bf\\color{red}. .         ..          ..      ..','Fontsize',9,'Fontname','Courier')\r\n\r\ntext(1,80.5,'\\color[rgb]{1 .2 .5}Six Conv Kernels (3x3) TL TR LL LR V H','Fontsize',12) %Valid\r\ntext(1,78,'\\bf         1   1   1  ','Fontsize',9,'Fontname','Courier')  %bf bold_font\r\ntext(1,78,'\\bf\\color{red}... ... . . . . . . ...','Fontsize',9,'Fontname','Courier')  %bold_font, color\r\ntext(1,76,'\\bf 11 11   11 11   1  111','Fontsize',9,'Fontname','Courier')\r\ntext(1,76,'\\bf\\color{red}.     . .     . . .','Fontsize',9,'Fontname','Courier')\r\ntext(1,74,'\\bf.1. .1. ... ... .1. ...','Fontsize',9,'Fontname','Courier')\r\ntext(1,74,'\\bf\\color{red}. . . . ... ... . . ...','Fontsize',9,'Fontname','Courier')\r\n\r\ntext(1,71,'EPY=eye(10)','Fontsize',18,'Color','b');\r\ntext(1,66,'XC(:,:,k)=conv2(XImg(:,:,i),K(:,:,k),''valid'')  % [5,3]','Fontsize',18,'Color','b');\r\ntext(5,61,'XCY3=max(0,XC)  % ReLU [5,3,6]','Fontsize',18,'Color','b');\r\ntext(5,56,'XCY=[XCY3(:)'' 1]   % [1,91]','Fontsize',18,'Color','b');\r\n\r\nstr='$$ XCY*WH=H ; $$';\r\ntext(1,51,str,'Interpreter','latex','Fontsize',16);\r\nstr='$$ H=\\left[\\matrix{ H_{1} \u0026 ... \u0026 H_{20} \u0026 1} \\right]  $$'; \r\ntext(32,51,str,'Interpreter','latex','Fontsize',16);\r\n\r\nstr='$$ ReLU(H)=HY  $$'; \r\ntext(1,47,str,'Interpreter','latex','Fontsize',16);\r\nstr='$$ HY=\\left[\\matrix{ HY_{1} \u0026 ... \u0026 HY_{20} \u0026 1} \\right]  $$'; \r\ntext(32,47,str,'Interpreter','latex','Fontsize',16);\r\n\r\nstr='$$ HY*WP=P;  $$';\r\ntext(1,43,str,'Interpreter','latex','Fontsize',16);\r\nstr='$$ P=\\left[\\matrix{ P_{1} \u0026 ... \u0026 P_{10} } \\right]  $$'; \r\ntext(32,43,str,'Interpreter','latex','Fontsize',16);\r\n\r\nstr='$$ Softmax(P)=PY;  $$'; \r\ntext(1,39,str,'Interpreter','latex','Fontsize',16);\r\nstr='$$ PY=\\left[\\matrix{ PY_{1} \u0026 ... \u0026 PY_{10}} \\right]  $$'; \r\ntext(32,39,str,'Interpreter','latex','Fontsize',16);\r\n\r\ntext(5,34.5,'Softmax(P)=e^{P}/\\Sigmae^{P}','Fontsize',20,'Color',[1 .5 .2]);\r\n\r\ntext(1,28.5,'[ dWPi , dWHi ] = ...','Fontsize',18,'Color','b');\r\ntext(1,23.8,'Back\\_Prop\\_WP\\_WH ( XCY, WH, WP, EPY(i,:) )','Fontsize',18,'Color','b');\r\n\r\ntext(15,19,'WH','Fontsize',18);\r\nstr='$$ \\left[\\matrix{ WH_{1,1} \u0026 ... \u0026 WH_{1,20} \u0026 0 \\cr WH_{2,1} \u0026 ... \u0026 WH_{2,20} \u0026 0 \\cr : \u0026 : \u0026 : \u0026 0 \\cr WH_{90,1} \u0026 ... \u0026 WH_{90,20} \u0026 0 \\cr bH_{91,1} \u0026 ... \u0026 bH_{91,20} \u0026 1 } \\right]  $$'; %valid\r\ntext(1,6,str,'Interpreter','latex','Fontsize',18);\r\n\r\ntext(58,19,'WP','Fontsize',18);\r\nstr='$$ \\left[\\matrix{ WP_{1,1} \u0026 ... \u0026 WP_{1,10} \\cr WP_{2,1} \u0026 ... \u0026 WP_{2,10} \\cr : \u0026 : \u0026 :  \\cr WP_{20,1} \u0026 ... \u0026 WP_{20,10} \\cr bP_{21,1} \u0026 ... \u0026 bP_{21,10} } \\right]  $$'; %valid\r\ntext(48,6,str,'Interpreter','latex','Fontsize',18);\r\n\r\nend %NNConv_flow\r\n%}\r\n","test_suite":"%%\r\nImgsetstr= ... %5x3 digits 1:9 0\r\n ['010111111101111100111111111111';\r\n  '010001001101100100001101101101';\r\n  '010111111111111111001111111101';\r\n  '010100001001001101001101001101';\r\n  '010111111001111111001111001111'];\r\nImgsetv=Imgsetstr-'0';\r\n\r\nnX=size(Imgsetv,2)/3;\r\nXImgset=zeros(7,5,nX); % Images Zero Ring for conv2(I,K,'valid') where K is 3x3\r\n\r\nnClasses=10;\r\nEPY=eye(nClasses); % One case for each digit from 1 to 9 and then 0 which is class type 10\r\n%One input for each Class\r\n\r\nKsetstr= ... %3x3 kernel mask (will be scaled/offset)\r\n ['000000010010010000'; %Centered corners and vert/horiz\r\n  '011110011110010111'; %Kernels are identifying Features\r\n  '010010000000010000'];\r\n\r\nKsetv=Ksetstr-'0';\r\nKh=size(Ksetv,1);\r\nnK=size(Ksetv,2)/Kh; %Number of Kernels\r\nKset=reshape(Ksetv,Kh,Kh,nK);\r\n%Kernel needs normalization either scale or offset; Two large scale slows convergence or possible fail\r\nKsetr90=rot90(Kset(:,:,:),2)/3; % Rotate and normalize 3, each kernel sum is 3 Valid  2-Fails\r\n%Ksetr90=rot90(Kset(:,:,:),2)-.5; % Rotate and offset -0.5  Valid \r\nIh=size(Imgsetv,1);\r\nImgset53=reshape(Imgsetv,Ih,3,size(Imgsetv,2)/3);\r\nfor k=1:size(Imgset53,3)\r\n XImgset(2:end-1,2:end-1,k)=Imgset53(:,:,k);\r\nend\r\n\r\n%Stability sensitive to WP and WH values; rand start needs offset and normalization\r\n% X(7,5,nX) XC(5,3,nK) (XCY(1,91) WH(91,21) WP(21,10)\r\nztic=tic;\r\nfor ztry=1:5 %Allow five processing attempts to get a working solution\r\nWH=[(rand(90,20)-.5)/sqrt(90+20) zeros(90,1)]; % 90=nK*15, 20 is arbitrary at 2*nCases WH(91,21)  Valid\r\nWH=[WH; zeros(1,20) 1]; % offset row, Start with zero bias\r\n\r\nWP=(rand(21,10)-.5)/sqrt(21+10);  % 10 output states  Valid\r\n\r\n[WP,WH]=ConvNN_Process(XImgset,Ksetr90,WH,WP,EPY);\r\nfprintf('Process Time: %.3f sec\\n\\n',toc(ztic));\r\n\r\n  X=zeros(nX,91); %Forward process all images in one sequence\r\n  for iCase=1:nX\r\n   for k=1:nK\r\n    XC(:,:,k)=(conv2(XImgset(:,:,iCase),Ksetr90(:,:,k),'valid')); %Need to rot90 Kernel to make output align\r\n   end\r\n   XCY3=max(0,XC); %ReLU  Not needed with all K coeff positive\r\n   XCY=[XCY3(:)' 1]; % 1,nK*15  1,91  add a 1 for offset term\r\n   X(iCase,:)=XCY; \r\n  end\r\n\r\n  H=X*WH; % Process all 10 cases\r\n  HY=max(0,H);\r\n  P=HY*WP ; %\r\n  PY=exp(P)./sum(exp(P),2); %Softmax [PY1 PY2]\r\n  [~,pcase]=max(PY,[],2);\r\n  [~,pexp]=max(EPY,[],2);\r\n  \r\n  for i=1:nX\r\n   fprintf('Exp:%2i Pred:%2i   ',pexp(i),pcase(i));\r\n   fprintf('.%04i  ',round(10000*PY(i,:)));fprintf('\\n');\r\n  end\r\n  \r\n  if isequal(pcase,pexp),break;end\r\n  \r\nend % ztry  Allowed 5 trials as rand may not always converge\r\n  \r\nvalid=isequal(pcase,pexp);\r\nassert(valid)\r\n","published":true,"deleted":false,"likes_count":0,"comments_count":0,"created_by":3097,"edited_by":3097,"edited_at":"2023-08-30T05:22:25.000Z","deleted_by":null,"deleted_at":null,"solvers_count":3,"test_suite_updated_at":null,"rescore_all_solutions":false,"group_id":1,"created_at":"2023-08-30T04:01:42.000Z","updated_at":"2023-08-30T05:22:28.000Z","published_at":"2023-08-30T05:22:28.000Z","restored_at":null,"restored_by":null,"spam":null,"simulink":false,"admin_reviewed":false,"description_opc":"{\"parts\":[{\"partUri\":\"/matlab/document.xml\",\"contentType\":\"application/vnd.mathworks.matlab.code.document+xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\"?\u003e\u003cw:document xmlns:w=\\\"http://schemas.openxmlformats.org/wordprocessingml/2006/main\\\"\u003e\u003cw:body\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThis challenge is to return final WH and WP matrices, given XImgset, WH, WP, K, EPY using convolution(Ximg,K), ReLU on the hidden layer and Softmax on the output layer. Training images are LED binary matrices of digits 1:9 and 0. A fun extension is to add LED variants and see if trained WH/WP give expected result.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003e[WP,WH]=ConvNN_Process(XImgset,K,WH,WP,EPY)\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:customXml w:element=\\\"image\\\"\u003e\u003cw:customXmlPr\u003e\u003cw:attr w:name=\\\"height\\\" w:val=\\\"524\\\"/\u003e\u003cw:attr w:name=\\\"width\\\" w:val=\\\"875\\\"/\u003e\u003cw:attr w:name=\\\"verticalAlign\\\" w:val=\\\"baseline\\\"/\u003e\u003cw:attr w:name=\\\"altText\\\" w:val=\\\"\\\"/\u003e\u003cw:attr w:name=\\\"relationshipId\\\" w:val=\\\"rId1\\\"/\u003e\u003c/w:customXmlPr\u003e\u003c/w:customXml\u003e\u003cw:r\u003e\u003cw:t\u003e \u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe matlab Latex code for making the CNN Processing chart included in template.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc 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Homer Like It?","description":"\r\nGiven a matrix of ones and zeros, you must determine if there are any doughnuts present (would Homer Simpson like it?). A doughnut is a 4-connected region of ones completely enclosing a 4-connected region of zeros. You can assume that any regions of ones are either blobs (or genus 0) or doughnuts (genus 1). Thus if you find any hole in a region of ones, it is a doughnut. Also, there are no nested doughnuts.\r\nReturn true if any doughnuts are present, otherwise false.\r\nExamples:\r\nThis is a doughnut:\r\n 1 1 1\r\n 1 0 1 \r\n 1 1 1\r\nHere is another doughnut:\r\n 0 0 0 1 1 1\r\n 0 1 1 1 0 1\r\n 0 0 1 0 0 1\r\n 0 0 1 1 1 1\r\nThis is not a doughnut:\r\n 0 1 0\r\n 1 0 1\r\n 0 1 0\r\nbecause the ones are not 4-connected and so can't surround anything.","description_html":"\u003cdiv style = \"text-align: start; line-height: 20.4333px; min-height: 0px; white-space: normal; color: rgb(0, 0, 0); font-family: Menlo, Monaco, Consolas, monospace; font-style: normal; font-size: 14px; font-weight: 400; text-decoration: rgb(0, 0, 0); white-space: normal; \"\u003e\u003cdiv style=\"block-size: 655.833px; display: block; min-width: 0px; padding-block-start: 0px; padding-top: 0px; perspective-origin: 407px 327.917px; transform-origin: 407px 327.917px; vertical-align: baseline; \"\u003e\u003cdiv style=\"block-size: 145.5px; font-family: Helvetica, Arial, sans-serif; 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\" data-image-state=\"image-loaded\"\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 84px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 42px; text-align: left; transform-origin: 384px 42px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 383.5px 8px; transform-origin: 383.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eGiven a matrix of ones and zeros, you must determine if there are any doughnuts present (would Homer Simpson like it?). A doughnut is a \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"/#null\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003e4-connected region\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 261.5px 8px; transform-origin: 261.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e of ones completely enclosing a 4-connected region of zeros. You can assume that any regions of ones are either blobs (or\u003c/span\u003e\u003c/span\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 2px 8px; transform-origin: 2px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"/#null\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003egenus 0\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 231px 8px; transform-origin: 231px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e) or doughnuts (genus 1). Thus if you find any hole in a region of ones, it is a doughnut. Also, there are no nested doughnuts.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 182px 8px; transform-origin: 182px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eReturn true if any doughnuts are present, otherwise false.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 32px 8px; transform-origin: 32px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eExamples:\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 60.5px 8px; transform-origin: 60.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThis is a doughnut:\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"background-color: rgb(247, 247, 247); block-size: 61.3px; border-bottom-left-radius: 4px; border-bottom-right-radius: 4px; border-end-end-radius: 4px; border-end-start-radius: 4px; border-start-end-radius: 4px; border-start-start-radius: 4px; border-top-left-radius: 4px; border-top-right-radius: 4px; margin-block-end: 10px; margin-block-start: 10px; margin-bottom: 10px; margin-inline-end: 3px; margin-inline-start: 3px; margin-left: 3px; margin-right: 3px; margin-top: 10px; perspective-origin: 404px 30.65px; transform-origin: 404px 30.65px; margin-left: 3px; margin-top: 10px; margin-bottom: 10px; margin-right: 3px; \"\u003e\u003cdiv style=\"background-color: rgba(0, 0, 0, 0); block-size: 20.4333px; border-bottom-left-radius: 0px; border-bottom-right-radius: 0px; border-end-end-radius: 0px; border-end-start-radius: 0px; border-inline-end-color: rgb(233, 233, 233); border-inline-end-style: solid; border-inline-end-width: 1px; border-inline-start-color: rgb(233, 233, 233); border-inline-start-style: solid; border-inline-start-width: 1px; border-left-color: rgb(233, 233, 233); border-left-style: solid; border-left-width: 1px; border-right-color: rgb(233, 233, 233); border-right-style: solid; border-right-width: 1px; border-start-end-radius: 0px; border-start-start-radius: 0px; border-top-left-radius: 0px; border-top-right-radius: 0px; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; min-block-size: 18px; min-height: 18px; padding-inline-start: 4px; padding-left: 4px; perspective-origin: 404px 10.2167px; transform-origin: 404px 10.2167px; white-space: nowrap; \"\u003e\u003cspan style=\"block-size: auto; border-inline-end-color: rgb(0, 0, 0); border-inline-end-style: none; border-inline-end-width: 0px; border-inline-start-color: rgb(0, 0, 0); border-inline-start-style: none; border-inline-start-width: 0px; border-left-color: rgb(0, 0, 0); border-left-style: none; border-left-width: 0px; border-right-color: rgb(0, 0, 0); border-right-style: none; border-right-width: 0px; display: inline; margin-inline-end: 45px; margin-right: 45px; min-block-size: 0px; min-height: 0px; padding-inline-start: 0px; padding-left: 0px; perspective-origin: 24px 8.5px; tab-size: 4; transform-origin: 24px 8.5px; unicode-bidi: normal; white-space: pre; margin-right: 45px; \"\u003e\u003cspan style=\"margin-inline-end: 0px; margin-right: 0px; \"\u003e 1 1 1\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"background-color: rgba(0, 0, 0, 0); block-size: 20.4333px; border-bottom-left-radius: 0px; border-bottom-right-radius: 0px; border-end-end-radius: 0px; border-end-start-radius: 0px; border-inline-end-color: rgb(233, 233, 233); border-inline-end-style: solid; border-inline-end-width: 1px; border-inline-start-color: rgb(233, 233, 233); border-inline-start-style: solid; border-inline-start-width: 1px; border-left-color: rgb(233, 233, 233); border-left-style: solid; border-left-width: 1px; border-right-color: rgb(233, 233, 233); border-right-style: solid; border-right-width: 1px; border-start-end-radius: 0px; border-start-start-radius: 0px; border-top-left-radius: 0px; border-top-right-radius: 0px; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; min-block-size: 18px; min-height: 18px; padding-inline-start: 4px; padding-left: 4px; perspective-origin: 404px 10.2167px; transform-origin: 404px 10.2167px; white-space: nowrap; \"\u003e\u003cspan style=\"block-size: auto; border-inline-end-color: rgb(0, 0, 0); border-inline-end-style: none; border-inline-end-width: 0px; border-inline-start-color: rgb(0, 0, 0); border-inline-start-style: none; border-inline-start-width: 0px; border-left-color: rgb(0, 0, 0); border-left-style: none; border-left-width: 0px; border-right-color: rgb(0, 0, 0); border-right-style: none; border-right-width: 0px; display: inline; margin-inline-end: 45px; margin-right: 45px; min-block-size: 0px; min-height: 0px; padding-inline-start: 0px; padding-left: 0px; perspective-origin: 28px 8.5px; tab-size: 4; transform-origin: 28px 8.5px; unicode-bidi: normal; white-space: pre; margin-right: 45px; \"\u003e\u003cspan style=\"margin-inline-end: 0px; margin-right: 0px; \"\u003e 1 0 1 \u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"background-color: rgba(0, 0, 0, 0); block-size: 20.4333px; border-bottom-left-radius: 0px; border-bottom-right-radius: 0px; border-end-end-radius: 0px; border-end-start-radius: 0px; border-inline-end-color: rgb(233, 233, 233); border-inline-end-style: solid; border-inline-end-width: 1px; border-inline-start-color: rgb(233, 233, 233); border-inline-start-style: solid; border-inline-start-width: 1px; border-left-color: rgb(233, 233, 233); border-left-style: solid; border-left-width: 1px; border-right-color: rgb(233, 233, 233); border-right-style: solid; border-right-width: 1px; border-start-end-radius: 0px; border-start-start-radius: 0px; border-top-left-radius: 0px; border-top-right-radius: 0px; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; min-block-size: 18px; min-height: 18px; padding-inline-start: 4px; padding-left: 4px; perspective-origin: 404px 10.2167px; transform-origin: 404px 10.2167px; white-space: nowrap; \"\u003e\u003cspan style=\"block-size: auto; border-inline-end-color: rgb(0, 0, 0); border-inline-end-style: none; border-inline-end-width: 0px; border-inline-start-color: rgb(0, 0, 0); border-inline-start-style: none; border-inline-start-width: 0px; border-left-color: rgb(0, 0, 0); border-left-style: none; border-left-width: 0px; border-right-color: rgb(0, 0, 0); border-right-style: none; border-right-width: 0px; display: inline; margin-inline-end: 45px; margin-right: 45px; min-block-size: 0px; min-height: 0px; padding-inline-start: 0px; padding-left: 0px; perspective-origin: 24px 8.5px; tab-size: 4; transform-origin: 24px 8.5px; unicode-bidi: normal; white-space: pre; margin-right: 45px; \"\u003e\u003cspan style=\"margin-inline-end: 0px; margin-right: 0px; \"\u003e 1 1 1\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 10px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 10px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 10px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 82.5px 8px; transform-origin: 82.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eHere is another doughnut:\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"background-color: rgb(247, 247, 247); block-size: 81.7333px; border-bottom-left-radius: 4px; border-bottom-right-radius: 4px; border-end-end-radius: 4px; border-end-start-radius: 4px; border-start-end-radius: 4px; border-start-start-radius: 4px; border-top-left-radius: 4px; border-top-right-radius: 4px; margin-block-end: 10px; margin-block-start: 10px; margin-bottom: 10px; margin-inline-end: 3px; margin-inline-start: 3px; margin-left: 3px; margin-right: 3px; margin-top: 10px; perspective-origin: 404px 40.8667px; transform-origin: 404px 40.8667px; margin-left: 3px; margin-top: 10px; margin-bottom: 10px; margin-right: 3px; \"\u003e\u003cdiv style=\"background-color: rgba(0, 0, 0, 0); block-size: 20.4333px; border-bottom-left-radius: 0px; border-bottom-right-radius: 0px; border-end-end-radius: 0px; border-end-start-radius: 0px; border-inline-end-color: rgb(233, 233, 233); border-inline-end-style: solid; border-inline-end-width: 1px; border-inline-start-color: rgb(233, 233, 233); border-inline-start-style: solid; border-inline-start-width: 1px; border-left-color: rgb(233, 233, 233); border-left-style: solid; border-left-width: 1px; border-right-color: rgb(233, 233, 233); border-right-style: solid; border-right-width: 1px; border-start-end-radius: 0px; border-start-start-radius: 0px; border-top-left-radius: 0px; border-top-right-radius: 0px; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; min-block-size: 18px; min-height: 18px; padding-inline-start: 4px; padding-left: 4px; perspective-origin: 404px 10.2167px; transform-origin: 404px 10.2167px; white-space: nowrap; \"\u003e\u003cspan style=\"block-size: auto; border-inline-end-color: rgb(0, 0, 0); border-inline-end-style: none; border-inline-end-width: 0px; border-inline-start-color: rgb(0, 0, 0); border-inline-start-style: none; border-inline-start-width: 0px; border-left-color: rgb(0, 0, 0); border-left-style: none; border-left-width: 0px; border-right-color: rgb(0, 0, 0); border-right-style: none; border-right-width: 0px; display: inline; margin-inline-end: 45px; margin-right: 45px; min-block-size: 0px; min-height: 0px; padding-inline-start: 0px; padding-left: 0px; perspective-origin: 48px 8.5px; tab-size: 4; transform-origin: 48px 8.5px; unicode-bidi: normal; white-space: pre; margin-right: 45px; \"\u003e\u003cspan style=\"margin-inline-end: 0px; margin-right: 0px; \"\u003e 0 0 0 1 1 1\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"background-color: rgba(0, 0, 0, 0); block-size: 20.4333px; border-bottom-left-radius: 0px; border-bottom-right-radius: 0px; border-end-end-radius: 0px; border-end-start-radius: 0px; border-inline-end-color: rgb(233, 233, 233); border-inline-end-style: solid; border-inline-end-width: 1px; border-inline-start-color: rgb(233, 233, 233); border-inline-start-style: solid; border-inline-start-width: 1px; border-left-color: rgb(233, 233, 233); border-left-style: solid; border-left-width: 1px; border-right-color: rgb(233, 233, 233); border-right-style: solid; border-right-width: 1px; border-start-end-radius: 0px; border-start-start-radius: 0px; border-top-left-radius: 0px; border-top-right-radius: 0px; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; min-block-size: 18px; min-height: 18px; padding-inline-start: 4px; padding-left: 4px; perspective-origin: 404px 10.2167px; transform-origin: 404px 10.2167px; white-space: nowrap; \"\u003e\u003cspan style=\"block-size: auto; border-inline-end-color: rgb(0, 0, 0); border-inline-end-style: none; border-inline-end-width: 0px; border-inline-start-color: rgb(0, 0, 0); border-inline-start-style: none; border-inline-start-width: 0px; border-left-color: rgb(0, 0, 0); border-left-style: none; border-left-width: 0px; border-right-color: rgb(0, 0, 0); border-right-style: none; border-right-width: 0px; display: inline; margin-inline-end: 45px; margin-right: 45px; min-block-size: 0px; min-height: 0px; padding-inline-start: 0px; padding-left: 0px; perspective-origin: 48px 8.5px; tab-size: 4; transform-origin: 48px 8.5px; unicode-bidi: normal; white-space: pre; margin-right: 45px; \"\u003e\u003cspan style=\"margin-inline-end: 0px; margin-right: 0px; \"\u003e 0 1 1 1 0 1\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"background-color: rgba(0, 0, 0, 0); block-size: 20.4333px; border-bottom-left-radius: 0px; border-bottom-right-radius: 0px; border-end-end-radius: 0px; border-end-start-radius: 0px; border-inline-end-color: rgb(233, 233, 233); border-inline-end-style: solid; border-inline-end-width: 1px; border-inline-start-color: rgb(233, 233, 233); border-inline-start-style: solid; border-inline-start-width: 1px; border-left-color: rgb(233, 233, 233); border-left-style: solid; border-left-width: 1px; border-right-color: rgb(233, 233, 233); border-right-style: solid; border-right-width: 1px; border-start-end-radius: 0px; border-start-start-radius: 0px; border-top-left-radius: 0px; border-top-right-radius: 0px; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; min-block-size: 18px; min-height: 18px; padding-inline-start: 4px; padding-left: 4px; perspective-origin: 404px 10.2167px; transform-origin: 404px 10.2167px; white-space: nowrap; \"\u003e\u003cspan style=\"block-size: auto; border-inline-end-color: rgb(0, 0, 0); border-inline-end-style: none; border-inline-end-width: 0px; border-inline-start-color: rgb(0, 0, 0); border-inline-start-style: none; border-inline-start-width: 0px; border-left-color: rgb(0, 0, 0); border-left-style: none; border-left-width: 0px; border-right-color: rgb(0, 0, 0); border-right-style: none; border-right-width: 0px; display: inline; margin-inline-end: 45px; margin-right: 45px; min-block-size: 0px; min-height: 0px; padding-inline-start: 0px; padding-left: 0px; perspective-origin: 48px 8.5px; tab-size: 4; transform-origin: 48px 8.5px; unicode-bidi: normal; white-space: pre; margin-right: 45px; \"\u003e\u003cspan style=\"margin-inline-end: 0px; margin-right: 0px; \"\u003e 0 0 1 0 0 1\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"background-color: rgba(0, 0, 0, 0); block-size: 20.4333px; border-bottom-left-radius: 0px; border-bottom-right-radius: 0px; border-end-end-radius: 0px; border-end-start-radius: 0px; border-inline-end-color: rgb(233, 233, 233); border-inline-end-style: solid; border-inline-end-width: 1px; border-inline-start-color: rgb(233, 233, 233); border-inline-start-style: solid; border-inline-start-width: 1px; border-left-color: rgb(233, 233, 233); border-left-style: solid; border-left-width: 1px; border-right-color: rgb(233, 233, 233); border-right-style: solid; border-right-width: 1px; border-start-end-radius: 0px; border-start-start-radius: 0px; border-top-left-radius: 0px; border-top-right-radius: 0px; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; min-block-size: 18px; min-height: 18px; padding-inline-start: 4px; padding-left: 4px; perspective-origin: 404px 10.2167px; transform-origin: 404px 10.2167px; white-space: nowrap; \"\u003e\u003cspan style=\"block-size: auto; border-inline-end-color: rgb(0, 0, 0); border-inline-end-style: none; border-inline-end-width: 0px; border-inline-start-color: rgb(0, 0, 0); border-inline-start-style: none; border-inline-start-width: 0px; border-left-color: rgb(0, 0, 0); border-left-style: none; border-left-width: 0px; border-right-color: rgb(0, 0, 0); border-right-style: none; border-right-width: 0px; display: inline; margin-inline-end: 45px; margin-right: 45px; min-block-size: 0px; min-height: 0px; padding-inline-start: 0px; padding-left: 0px; perspective-origin: 48px 8.5px; tab-size: 4; transform-origin: 48px 8.5px; unicode-bidi: normal; white-space: pre; margin-right: 45px; \"\u003e\u003cspan style=\"margin-inline-end: 0px; margin-right: 0px; \"\u003e 0 0 1 1 1 1\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 10px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 10px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 10px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 72.5px 8px; transform-origin: 72.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThis is not a doughnut:\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"background-color: rgb(247, 247, 247); block-size: 61.3px; border-bottom-left-radius: 4px; border-bottom-right-radius: 4px; border-end-end-radius: 4px; border-end-start-radius: 4px; border-start-end-radius: 4px; border-start-start-radius: 4px; border-top-left-radius: 4px; border-top-right-radius: 4px; margin-block-end: 10px; margin-block-start: 10px; margin-bottom: 10px; margin-inline-end: 3px; margin-inline-start: 3px; margin-left: 3px; margin-right: 3px; margin-top: 10px; perspective-origin: 404px 30.65px; transform-origin: 404px 30.65px; margin-left: 3px; margin-top: 10px; margin-bottom: 10px; margin-right: 3px; \"\u003e\u003cdiv style=\"background-color: rgba(0, 0, 0, 0); block-size: 20.4333px; border-bottom-left-radius: 0px; border-bottom-right-radius: 0px; border-end-end-radius: 0px; border-end-start-radius: 0px; border-inline-end-color: rgb(233, 233, 233); border-inline-end-style: solid; border-inline-end-width: 1px; border-inline-start-color: rgb(233, 233, 233); border-inline-start-style: solid; border-inline-start-width: 1px; border-left-color: rgb(233, 233, 233); border-left-style: solid; border-left-width: 1px; border-right-color: rgb(233, 233, 233); border-right-style: solid; border-right-width: 1px; border-start-end-radius: 0px; border-start-start-radius: 0px; border-top-left-radius: 0px; border-top-right-radius: 0px; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; min-block-size: 18px; min-height: 18px; padding-inline-start: 4px; padding-left: 4px; perspective-origin: 404px 10.2167px; transform-origin: 404px 10.2167px; white-space: nowrap; \"\u003e\u003cspan style=\"block-size: auto; border-inline-end-color: rgb(0, 0, 0); border-inline-end-style: none; border-inline-end-width: 0px; border-inline-start-color: rgb(0, 0, 0); border-inline-start-style: none; border-inline-start-width: 0px; border-left-color: rgb(0, 0, 0); border-left-style: none; border-left-width: 0px; border-right-color: rgb(0, 0, 0); border-right-style: none; border-right-width: 0px; display: inline; margin-inline-end: 45px; margin-right: 45px; min-block-size: 0px; min-height: 0px; padding-inline-start: 0px; padding-left: 0px; perspective-origin: 24px 8.5px; tab-size: 4; transform-origin: 24px 8.5px; unicode-bidi: normal; white-space: pre; margin-right: 45px; \"\u003e\u003cspan style=\"margin-inline-end: 0px; margin-right: 0px; \"\u003e 0 1 0\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"background-color: rgba(0, 0, 0, 0); block-size: 20.4333px; border-bottom-left-radius: 0px; border-bottom-right-radius: 0px; border-end-end-radius: 0px; border-end-start-radius: 0px; border-inline-end-color: rgb(233, 233, 233); border-inline-end-style: solid; border-inline-end-width: 1px; border-inline-start-color: rgb(233, 233, 233); border-inline-start-style: solid; border-inline-start-width: 1px; border-left-color: rgb(233, 233, 233); border-left-style: solid; border-left-width: 1px; border-right-color: rgb(233, 233, 233); border-right-style: solid; border-right-width: 1px; border-start-end-radius: 0px; border-start-start-radius: 0px; border-top-left-radius: 0px; border-top-right-radius: 0px; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; min-block-size: 18px; min-height: 18px; padding-inline-start: 4px; padding-left: 4px; perspective-origin: 404px 10.2167px; transform-origin: 404px 10.2167px; white-space: nowrap; \"\u003e\u003cspan style=\"block-size: auto; border-inline-end-color: rgb(0, 0, 0); border-inline-end-style: none; border-inline-end-width: 0px; border-inline-start-color: rgb(0, 0, 0); border-inline-start-style: none; border-inline-start-width: 0px; border-left-color: rgb(0, 0, 0); border-left-style: none; border-left-width: 0px; border-right-color: rgb(0, 0, 0); border-right-style: none; border-right-width: 0px; display: inline; margin-inline-end: 45px; margin-right: 45px; min-block-size: 0px; min-height: 0px; padding-inline-start: 0px; padding-left: 0px; perspective-origin: 24px 8.5px; tab-size: 4; transform-origin: 24px 8.5px; unicode-bidi: normal; white-space: pre; margin-right: 45px; \"\u003e\u003cspan style=\"margin-inline-end: 0px; margin-right: 0px; \"\u003e 1 0 1\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"background-color: rgba(0, 0, 0, 0); block-size: 20.4333px; border-bottom-left-radius: 0px; border-bottom-right-radius: 0px; border-end-end-radius: 0px; border-end-start-radius: 0px; border-inline-end-color: rgb(233, 233, 233); border-inline-end-style: solid; border-inline-end-width: 1px; border-inline-start-color: rgb(233, 233, 233); border-inline-start-style: solid; border-inline-start-width: 1px; border-left-color: rgb(233, 233, 233); border-left-style: solid; border-left-width: 1px; border-right-color: rgb(233, 233, 233); border-right-style: solid; border-right-width: 1px; border-start-end-radius: 0px; border-start-start-radius: 0px; border-top-left-radius: 0px; border-top-right-radius: 0px; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; min-block-size: 18px; min-height: 18px; padding-inline-start: 4px; padding-left: 4px; perspective-origin: 404px 10.2167px; transform-origin: 404px 10.2167px; white-space: nowrap; \"\u003e\u003cspan style=\"block-size: auto; border-inline-end-color: rgb(0, 0, 0); border-inline-end-style: none; border-inline-end-width: 0px; border-inline-start-color: rgb(0, 0, 0); border-inline-start-style: none; border-inline-start-width: 0px; border-left-color: rgb(0, 0, 0); border-left-style: none; border-left-width: 0px; border-right-color: rgb(0, 0, 0); border-right-style: none; border-right-width: 0px; display: inline; margin-inline-end: 45px; margin-right: 45px; min-block-size: 0px; min-height: 0px; padding-inline-start: 0px; padding-left: 0px; perspective-origin: 24px 8.5px; tab-size: 4; transform-origin: 24px 8.5px; unicode-bidi: normal; white-space: pre; margin-right: 45px; \"\u003e\u003cspan style=\"margin-inline-end: 0px; margin-right: 0px; \"\u003e 0 1 0\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 10px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 10px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 10px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 224.5px 8px; transform-origin: 224.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003ebecause the ones are not 4-connected and so can't surround anything.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003c/div\u003e\u003c/div\u003e","function_template":"function tf = has_doughnut(a)\r\n  tf = true;\r\nend","test_suite":"%%\r\na = [ ...\r\n 1 1 1;\r\n 1 0 1;\r\n 1 1 1;\r\n];\r\ntf = true;\r\nassert(isequal(has_doughnut(a),tf))\r\n\r\n%%\r\na = [ ...\r\n 1 0 0;\r\n 1 0 0;\r\n 1 1 0;\r\n];\r\ntf = false;\r\nassert(isequal(has_doughnut(a),tf))\r\n\r\n%% \r\na = [ ...\r\n 1 1 1 0;\r\n 1 0 1 0;\r\n 1 1 1 0;\r\n 0 0 0 0;\r\n]; \r\ntf = true;\r\nassert(isequal(has_doughnut(a),tf))\r\n\r\n%%\r\na = [ ...\r\n 0 0 0 0;\r\n 0 1 1 0;\r\n 0 1 1 0;\r\n 0 0 0 0;\r\n];\r\ntf = false\r\nassert(isequal(has_doughnut(a),tf))\r\n\r\n%%\r\na = [ ...\r\n 0 1 0 1 0;\r\n 0 1 0 1 1;\r\n 0 1 0 0 1;\r\n 0 1 1 1 1;\r\n 0 0 0 0 0;\r\n];\r\ntf = false;\r\nassert(isequal(has_doughnut(a),tf))\r\n\r\n%%\r\na = [ ...\r\n 0 1 1 1 0;\r\n 0 1 0 1 1;\r\n 0 1 0 0 1;\r\n 0 1 1 1 1;\r\n 0 0 0 0 0;\r\n];\r\ntf = true;\r\nassert(isequal(has_doughnut(a),tf))\r\n\r\n%%\r\na = [ ...\r\n 0 1 0 1;\r\n 1 0 1 0;\r\n 0 1 0 1;\r\n];\r\ntf = false;\r\nassert(isequal(has_doughnut(a),tf))\r\n\r\n%%\r\na = zeros(3,4);\r\na(1,3)=1;\r\ntf = false;\r\nassert(isequal(has_doughnut(a),tf))","published":true,"deleted":false,"likes_count":5,"comments_count":4,"created_by":7,"edited_by":223089,"edited_at":"2022-10-28T10:25:50.000Z","deleted_by":null,"deleted_at":null,"solvers_count":20,"test_suite_updated_at":"2022-10-28T10:25:50.000Z","rescore_all_solutions":false,"group_id":1,"created_at":"2012-03-15T17:46:33.000Z","updated_at":"2026-01-22T13:03:28.000Z","published_at":"2012-03-19T15:21:37.000Z","restored_at":null,"restored_by":null,"spam":false,"simulink":false,"admin_reviewed":false,"description_opc":"{\"parts\":[{\"partUri\":\"/matlab/document.xml\",\"contentType\":\"application/vnd.mathworks.matlab.code.document+xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\"?\u003e\u003cw:document xmlns:w=\\\"http://schemas.openxmlformats.org/wordprocessingml/2006/main\\\"\u003e\u003cw:body\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:customXml w:element=\\\"image\\\"\u003e\u003cw:customXmlPr\u003e\u003cw:attr w:name=\\\"height\\\" w:val=\\\"140\\\"/\u003e\u003cw:attr w:name=\\\"width\\\" w:val=\\\"200\\\"/\u003e\u003cw:attr w:name=\\\"verticalAlign\\\" w:val=\\\"baseline\\\"/\u003e\u003cw:attr w:name=\\\"altText\\\" w:val=\\\"\\\"/\u003e\u003cw:attr w:name=\\\"relationshipId\\\" w:val=\\\"rId1\\\"/\u003e\u003c/w:customXmlPr\u003e\u003c/w:customXml\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eGiven a matrix of ones and zeros, you must determine if there are any doughnuts present (would Homer Simpson like it?). A doughnut is a \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"\\\"\u003e\u003cw:r\u003e\u003cw:t\u003e4-connected region\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e of ones completely enclosing a 4-connected region of zeros. You can assume that any regions of ones are either blobs (or\u003c/w:t\u003e\u003c/w:r\u003e\u003cw:r\u003e\u003cw:t\u003e \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"\\\"\u003e\u003cw:r\u003e\u003cw:t\u003egenus 0\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e) or doughnuts (genus 1). Thus if you find any hole in a region of ones, it is a doughnut. Also, there are no nested doughnuts.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eReturn true if any doughnuts are present, otherwise false.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eExamples:\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThis is a doughnut:\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"code\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003e\u003c![CDATA[ 1 1 1\\n 1 0 1 \\n 1 1 1]]\u003e\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eHere is another doughnut:\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"code\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003e\u003c![CDATA[ 0 0 0 1 1 1\\n 0 1 1 1 0 1\\n 0 0 1 0 0 1\\n 0 0 1 1 1 1]]\u003e\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThis is not a doughnut:\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"code\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003e\u003c![CDATA[ 0 1 0\\n 1 0 1\\n 0 1 0]]\u003e\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003ebecause the ones are not 4-connected and so can't surround 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002: Intro 2x2 square. Local Cody images","description":"This challenge is to re-assemble camerman.tif and other grayscale images from four 128x128 pieces into a 256x256 image. The proposed method is best fitting edges to line m=1 and b=0 for 100, 90, and 80 percentiles.\r\nJigsaw001 was to show how data fitting can achieve results but is not a good general method. Tim used an elegant anonymous function of f=@(u)norm(diff(u))/std(mean(u)); along with a couple other methods incorporated into Jigsaw002.\r\nJigsaw is similar to the real world task of In-Scene-Calibration of a scanning sensor which was best solved by smoothing and usage of RobustFit. The template tries to simulate robustfit with edge smoothing to account for gradients\r\n\r\nThe pointer layout of the image is [1 3; 2 4]. Return a four value vector that remaps the scrambled image into an original form. The displayed scramble is [2 4 1 3] making the solution [3 1 4 2].The four pieces will be provided as matrices in a cell array, along with size of puzzle in pieces and piece size.\r\nAssertion is adjacent Chan and Row pairs will best match m=1 and b=0 for 100P,90P,80P of error.\r\nUsing 100/90/80p gives 88% of chans having \u003e95% valid adjacent channel determination. Using 90/70/50p gives 93% of chans having \u003e95% valid adjacent channel determination. Bordered images fail spectacularly.\r\nScoring function 10*abs(m-1)+abs(b/10) used at 100/90/80p with 4 out of 6 voting to determine best. Tie 3/3 leads to a best mean comparison.\r\nSeparation of Vertical and Horizontal performances is consequential. This was also gleaned from Tim.\r\n","description_html":"\u003cdiv style = \"text-align: start; line-height: 20.4333px; min-height: 0px; white-space: normal; color: rgb(0, 0, 0); font-family: Menlo, Monaco, Consolas, monospace; font-style: normal; font-size: 14px; font-weight: 400; text-decoration: rgb(0, 0, 0); white-space: normal; \"\u003e\u003cdiv style=\"block-size: 841px; display: block; min-width: 0px; padding-block-start: 0px; padding-top: 0px; perspective-origin: 407px 420.5px; transform-origin: 407px 420.5px; vertical-align: baseline; \"\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 366.5px 8px; transform-origin: 366.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThis challenge is to re-assemble camerman.tif and other grayscale images from four 128x128 pieces into a 256x256 image. The proposed method is best fitting edges to line m=1 and b=0 for 100, 90, and 80 percentiles.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 361.5px 8px; transform-origin: 361.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eJigsaw001 was to show how data fitting can achieve results but is not a good general method. Tim used an elegant anonymous function of f=@(u)norm(diff(u))/std(mean(u)); along with a couple other methods incorporated into Jigsaw002.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 377px 8px; transform-origin: 377px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eJigsaw is similar to the real world task of In-Scene-Calibration of a scanning sensor which was best solved by smoothing and usage of RobustFit. The template tries to simulate robustfit with edge smoothing to account for gradients\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 222.5px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 111.25px; text-align: left; transform-origin: 384px 111.25px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cimg class=\"imageNode\" style=\"vertical-align: baseline;width: 289px;height: 217px\" 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\" 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\" data-image-state=\"image-loaded\" width=\"289\" height=\"217\"\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 63px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 31.5px; text-align: left; transform-origin: 384px 31.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 379.5px 8px; transform-origin: 379.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe pointer layout of the image is [1 3; 2 4]. Return a four value vector that remaps the scrambled image into an original form. The displayed scramble is [2 4 1 3] making the solution [3 1 4 2].The four pieces will be provided as matrices in a cell array, along with size of puzzle in pieces and piece size.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 305.5px 8px; transform-origin: 305.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eAssertion is adjacent Chan and Row pairs will best match m=1 and b=0 for 100P,90P,80P of error.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 379.5px 8px; transform-origin: 379.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eUsing 100/90/80p gives 88% of chans having \u0026gt;95% valid adjacent channel determination. Using 90/70/50p gives 93% of chans having \u0026gt;95% valid adjacent channel determination. Bordered images fail spectacularly.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 374.5px 8px; transform-origin: 374.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eScoring function 10*abs(m-1)+abs(b/10) used at 100/90/80p with 4 out of 6 voting to determine best. Tie 3/3 leads to a best mean comparison.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 318px 8px; transform-origin: 318px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eSeparation of Vertical and Horizontal performances is consequential. This was also gleaned from Tim.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 222.5px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 111.25px; text-align: left; transform-origin: 384px 111.25px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cimg class=\"imageNode\" style=\"vertical-align: baseline;width: 289px;height: 217px\" 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\" alt=\"Adj Scatters\" data-image-state=\"image-loaded\" width=\"289\" height=\"217\"\u003e\u003c/div\u003e\u003c/div\u003e\u003c/div\u003e","function_template":"function v = jigsaw002(pc,nr,nc,pnr,pnc)\r\n %Brute force try all puzzle map permutations \r\n %Try all piece permutations and score the Horiz/Vertical piece edges separately\r\n %RobustFit like scoring with 100p 90p and 80p of edge vs interpolated deltas\r\n \r\n  %mpathc used to display progression of processing\r\n  mpathc = mat2cell(zeros(256*16, 256), ones(1,16)*256, 256); % 16 cells of 256x256 zeros\r\n  ptrc=0;\r\n  \r\n  best_score=inf(1,6);\r\n  for p=perms(1:4)'  %Tim\r\n   m=cell2mat(reshape(pc(p),2,2)); %Tim\r\n   mpv=[(m(:,pnc-1)+m(:,pnc+1))/2 m(:,pnc)];\r\n   mph=[(m(pnr-1,:)+m(pnr+1,:))/2; m(pnr,:)]';\r\n   mpves=create_sort(mpv);\r\n   mphes=create_sort(mph);\r\n   \r\n   score_setv=calc_score_set(mpves);\r\n   score_seth=calc_score_set(mphes);\r\n   scores=[score_setv score_seth]; % set of 6 scores\r\n    \r\n   if nnz(best_score-scores\u003e0)\u003e3  % 4/6 or 5/6 or 6/6 best_score\u003cscore  100p 90p 80p\r\n    v=p;\r\n    best_score=scores;\r\n    fprintf('New Best 4 score VH');fprintf(' %6.3f',scores);fprintf('\\n')\r\n    ptrc=ptrc+1;\r\n    mpathc{ptrc}=m;\r\n   elseif nnz(best_score-scores\u003e0)==3 % Tie  Choose lowest mean\r\n    if sum(scores)\u003csum(best_score) % could select 90s and 80s only\r\n     v=p;\r\n     best_score=scores;\r\n     fprintf('New Best 3 score VH');fprintf(' %6.3f',scores);fprintf('\\n')\r\n     ptrc=ptrc+1;\r\n     mpathc{ptrc}=m;\r\n    end\r\n   end\r\n   \r\n  end % p perms 1:nr*nc\r\n  \r\n  %Displaying images for various New Best configurations\r\n  if ptrc\u003c5\r\n   mpathf=cell2mat(reshape(mpathc(1:4),2,2));\r\n  elseif ptrc\u003c10\r\n   mpathf=cell2mat(reshape(mpathc(1:9),3,3));\r\n  else % hope for 16 or less\r\n   mpathf=cell2mat(reshape(mpathc(1:16),4,4));\r\n  end\r\n  figure;imagesc(mpathf);axis equal;colormap gray; %Display Path to solution\r\n  \r\nend %jigsaw002\r\n\r\nfunction mpes=create_sort(a)\r\n% a matrix [L,2]\r\n mpe=[a abs(diff(a,[],2))]; % Create error column\r\n mpes=sortrows(mpe,-3); % Descending sort of deltas\r\nend % create_sort\r\n\r\nfunction score_set=calc_score_set(mpes)\r\n% calc scores at 100p 90p 80p for a 256 sample matrix\r\n% score 10*abs(m-1)+abs(b)/10\r\n% score_set [1,3]\r\n warning('off','all'); % Some puzzles are poorly conditioned\r\n  mb100 = polyfit(mpes(:,1),mpes(:,2),1); % 256 samples\r\n  mb90 = polyfit(mpes(26:end,1),mpes(26:end,2),1);\r\n  mb80 = polyfit(mpes(52:end,1),mpes(52:end,2),1);\r\n  score_set=[(abs([mb100;mb90;mb80]-[1 0]))*[10;.1]]';\r\nend % calc_score_set","test_suite":"%%\r\n% all imdata 2019 are hosted for cody at https://drive.google.com/drive/folders/1TZkBMEEKHiFJExqVoJgj5VVeHbvOfTYB\r\n% a Text file of matlab urlwrite links will be added in the future\r\n\r\n%To access matlab cody local image folder may be accomplished using cd\r\n%jigsaw002_pwd=pwd;\r\n%dir\r\n\r\ncd (fullfile(matlabroot,'toolbox/images/imdata/'));\r\n\r\nmc=double(imread('cameraman.tif'));\r\n%fprintf('Cameraman size %i %i\\n',size(mc))\r\n%dir *.tif  %*.jpg  *.png\r\n%figure;imshow('cameraman.tif') % valid\r\n\r\n%dir *.mat\r\n%fnmat='imdemos.mat'; %trees cellsequence contours mristack\r\n%fnmat='trees.mat';\r\n%whos('-file',fnmat) %mat file contents name nrxnc size type\r\n%load(fnmat)\r\n\r\n%Possible files to use from imdemos.mat\r\n%  mc=double(circuit4); %\r\n% mc=double(coins2); %\r\n%  mc=double(rice3); %\r\n% mc=double(circles); %Bad image with top/bot black\r\n% mc=double(eight); %\r\n% mc=double(glass2); %\r\n%  mc=double(liftbody256); %\r\n% mc=double(saturn2); %image not great\r\n% mc=double(vertigo2); % Pass 100/80/60  Fails 100/90/80\r\n\r\nnr=2;nc=2;\r\npnr=128;pnc=128;\r\nTotal_pieces=nr*nc;\r\npc{Total_pieces}=[];\r\n\r\nptr=0;\r\nfor c=1:nc\r\n for r=1:nr\r\n  p=mc(1+(r-1)*pnr:r*pnr,1+(c-1)*pnc:c*pnc);\r\n  ptr=ptr+1;\r\n  pc{ptr}=p;\r\n end\r\nend\r\n\r\nvperm=1:nr*nc;\r\nwhile nnz((vperm-[1:nr*nc])==0) % want each piece moved\r\n vperm=randperm(nr*nc);\r\n if isequal(vperm,[4 3 2 1]) %don't want first perm to solve\r\n  vperm(1)=1;\r\n end\r\nend\r\n\r\nfor i=1:Total_pieces % scramble puzzle pieces\r\n jpc{i}=pc{vperm(i)};\r\nend\r\n\r\n%jigsaws=[jpc{1} jpc{3};jpc{2} jpc{4}];\r\njigsaws=cell2mat(reshape(pc(vperm),2,2));  % scrambled image\r\n\r\nv = jigsaw002(jpc,nr,nc,pnr,pnc);\r\n\r\njigsawf=cell2mat(reshape(jpc(v),2,2)); \r\n%jigsawf=[jpc{v(1)} jpc{v(3)};jpc{v(2)} jpc{v(4)}];\r\n\r\nfigure;imagesc(jigsawf);colormap gray %Final image\r\n\r\nassert(isequal(jigsawf,mc))\r\n\r\n%%\r\nfnmat='imdemos.mat';\r\nload(fnmat);\r\nmc=double(circuit4);\r\n\r\nnr=2;nc=2;pnr=128;pnc=128;\r\nTotal_pieces=nr*nc;\r\npc{Total_pieces}=[];\r\n\r\nptr=0;\r\nfor c=1:nc\r\n for r=1:nr\r\n  p=mc(1+(r-1)*pnr:r*pnr,1+(c-1)*pnc:c*pnc);\r\n  ptr=ptr+1;\r\n  pc{ptr}=p;\r\n end\r\nend\r\n\r\nvperm=1:nr*nc;\r\nwhile nnz((vperm-[1:nr*nc])==0) % want each piece moved\r\n vperm=randperm(nr*nc);\r\n if isequal(vperm,[4 3 2 1]) %don't want first standard perm to solve\r\n  vperm(1)=1;\r\n end\r\nend\r\n\r\nfor i=1:Total_pieces % scramble puzzle pieces\r\n jpc{i}=pc{vperm(i)};\r\nend\r\n\r\nv = jigsaw002(jpc,nr,nc,pnr,pnc);\r\n\r\njigsawf=cell2mat(reshape(jpc(v),2,2)); \r\n\r\nfigure;imagesc(jigsawf);colormap gray % Final image\r\n\r\nassert(isequal(jigsawf,mc))\r\n\r\n%%\r\nfnmat='imdemos.mat';\r\nload(fnmat);\r\nmc=double(liftbody256);\r\n\r\nnr=2;nc=2;pnr=128;pnc=128;\r\nTotal_pieces=nr*nc;\r\npc{Total_pieces}=[];\r\n\r\nptr=0;\r\nfor c=1:nc\r\n for r=1:nr\r\n  p=mc(1+(r-1)*pnr:r*pnr,1+(c-1)*pnc:c*pnc);\r\n  ptr=ptr+1;\r\n  pc{ptr}=p;\r\n end\r\nend\r\n\r\nvperm=1:nr*nc;\r\nwhile nnz((vperm-[1:nr*nc])==0) % want each piece moved\r\n vperm=randperm(nr*nc);\r\n if isequal(vperm,[4 3 2 1]) %don't want first standard perm to solve\r\n  vperm(1)=1;\r\n end\r\nend\r\n\r\nfor i=1:Total_pieces % scramble puzzle pieces\r\n jpc{i}=pc{vperm(i)};\r\nend\r\n\r\nv = jigsaw002(jpc,nr,nc,pnr,pnc);\r\n\r\njigsawf=cell2mat(reshape(jpc(v),2,2)); \r\n\r\nfigure;imagesc(jigsawf);colormap gray % Final image\r\n\r\nassert(isequal(jigsawf,mc))\r\n%%\r\nfnmat='imdemos.mat';\r\nload(fnmat);\r\nmc=double(coins2);\r\n\r\nnr=2;nc=2;pnr=128;pnc=128;\r\nTotal_pieces=nr*nc;\r\npc{Total_pieces}=[];\r\n\r\nptr=0;\r\nfor c=1:nc\r\n for r=1:nr\r\n  p=mc(1+(r-1)*pnr:r*pnr,1+(c-1)*pnc:c*pnc);\r\n  ptr=ptr+1;\r\n  pc{ptr}=p;\r\n end\r\nend\r\n\r\nvperm=1:nr*nc;\r\nwhile nnz((vperm-[1:nr*nc])==0) % want each piece moved\r\n vperm=randperm(nr*nc);\r\n if isequal(vperm,[4 3 2 1]) %don't want first standard perm to solve\r\n  vperm(1)=1;\r\n end\r\nend\r\n\r\nfor i=1:Total_pieces % scramble puzzle pieces\r\n jpc{i}=pc{vperm(i)};\r\nend\r\n\r\nv = jigsaw002(jpc,nr,nc,pnr,pnc);\r\n\r\njigsawf=cell2mat(reshape(jpc(v),2,2)); \r\n\r\nfigure;imagesc(jigsawf);colormap gray % Final image\r\n\r\nassert(isequal(jigsawf,mc))\r\n%%\r\nfnmat='imdemos.mat';\r\nload(fnmat);\r\nmc=double(rice3);\r\n\r\nnr=2;nc=2;pnr=128;pnc=128;\r\nTotal_pieces=nr*nc;\r\npc{Total_pieces}=[];\r\n\r\nptr=0;\r\nfor c=1:nc\r\n for r=1:nr\r\n  p=mc(1+(r-1)*pnr:r*pnr,1+(c-1)*pnc:c*pnc);\r\n  ptr=ptr+1;\r\n  pc{ptr}=p;\r\n end\r\nend\r\n\r\nvperm=1:nr*nc;\r\nwhile nnz((vperm-[1:nr*nc])==0) % want each piece moved\r\n vperm=randperm(nr*nc);\r\n if isequal(vperm,[4 3 2 1]) %don't want first standard perm to solve\r\n  vperm(1)=1;\r\n end\r\nend\r\n\r\nfor i=1:Total_pieces % scramble puzzle pieces\r\n jpc{i}=pc{vperm(i)};\r\nend\r\n\r\nv = jigsaw002(jpc,nr,nc,pnr,pnc);\r\n\r\njigsawf=cell2mat(reshape(jpc(v),2,2)); \r\n\r\nfigure;imagesc(jigsawf);colormap gray % Final image\r\n\r\nassert(isequal(jigsawf,mc))\r\n\r\n","published":true,"deleted":false,"likes_count":0,"comments_count":0,"created_by":3097,"edited_by":3097,"edited_at":"2024-06-26T13:41:17.000Z","deleted_by":null,"deleted_at":null,"solvers_count":9,"test_suite_updated_at":null,"rescore_all_solutions":false,"group_id":1,"created_at":"2024-06-18T22:29:32.000Z","updated_at":"2025-04-23T19:19:12.000Z","published_at":"2024-06-26T13:41:17.000Z","restored_at":null,"restored_by":null,"spam":false,"simulink":false,"admin_reviewed":false,"description_opc":"{\"parts\":[{\"partUri\":\"/matlab/document.xml\",\"contentType\":\"application/vnd.mathworks.matlab.code.document+xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\"?\u003e\u003cw:document xmlns:w=\\\"http://schemas.openxmlformats.org/wordprocessingml/2006/main\\\"\u003e\u003cw:body\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThis challenge is to re-assemble camerman.tif and other grayscale images from four 128x128 pieces into a 256x256 image. The proposed method is best fitting edges to line m=1 and b=0 for 100, 90, and 80 percentiles.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eJigsaw001 was to show how data fitting can achieve results but is not a good general method. Tim used an elegant anonymous function of f=@(u)norm(diff(u))/std(mean(u)); along with a couple other methods incorporated into Jigsaw002.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eJigsaw is similar to the real world task of In-Scene-Calibration of a scanning sensor which was best solved by smoothing and usage of RobustFit. The template tries to simulate robustfit with edge smoothing to account for gradients\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:customXml w:element=\\\"image\\\"\u003e\u003cw:customXmlPr\u003e\u003cw:attr w:name=\\\"height\\\" w:val=\\\"217\\\"/\u003e\u003cw:attr w:name=\\\"width\\\" w:val=\\\"289\\\"/\u003e\u003cw:attr w:name=\\\"verticalAlign\\\" w:val=\\\"baseline\\\"/\u003e\u003cw:attr w:name=\\\"altText\\\" w:val=\\\"\\\"/\u003e\u003cw:attr w:name=\\\"relationshipId\\\" w:val=\\\"rId1\\\"/\u003e\u003c/w:customXmlPr\u003e\u003c/w:customXml\u003e\u003cw:customXml w:element=\\\"image\\\"\u003e\u003cw:customXmlPr\u003e\u003cw:attr w:name=\\\"height\\\" w:val=\\\"217\\\"/\u003e\u003cw:attr w:name=\\\"width\\\" w:val=\\\"289\\\"/\u003e\u003cw:attr w:name=\\\"verticalAlign\\\" w:val=\\\"baseline\\\"/\u003e\u003cw:attr w:name=\\\"altText\\\" w:val=\\\"\\\"/\u003e\u003cw:attr w:name=\\\"relationshipId\\\" w:val=\\\"rId2\\\"/\u003e\u003c/w:customXmlPr\u003e\u003c/w:customXml\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe pointer layout of the image is [1 3; 2 4]. Return a four value vector that remaps the scrambled image into an original form. The displayed scramble is [2 4 1 3] making the solution [3 1 4 2].The four pieces will be provided as matrices in a cell array, along with size of puzzle in pieces and piece size.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eAssertion is adjacent Chan and Row pairs will best match m=1 and b=0 for 100P,90P,80P of error.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eUsing 100/90/80p gives 88% of chans having \u0026gt;95% valid adjacent channel determination. Using 90/70/50p gives 93% of chans having \u0026gt;95% valid adjacent channel determination. Bordered images fail spectacularly.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eScoring function 10*abs(m-1)+abs(b/10) used at 100/90/80p with 4 out of 6 voting to determine best. Tie 3/3 leads to a best mean comparison.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eSeparation of Vertical and Horizontal performances is consequential. 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\",\"relationship\":null},{\"partUri\":\"/media/image2.png\",\"contentType\":\"image/png\",\"content\":\"data:image/png;base64,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\",\"relationship\":null},{\"partUri\":\"/media/image3.png\",\"contentType\":\"image/png\",\"content\":\"data:image/png;base64,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\",\"relationship\":null}],\"relationships\":[{\"relationshipType\":\"http://schemas.mathworks.com/matlab/code/2013/relationships/document\",\"target\":\"/matlab/document.xml\",\"relationshipId\":\"rId1\"}]}"},{"id":42617,"title":"List of built-in demo images","description":"Return a cell array containing the filenames for built-in images (e.g. cameraman.tif, coins.png). An optional input specifies what type(s) of files to look for. If no such files exist, return an empty cell array.\r\n\r\n*EDIT:* The output should be sorted in alphabetical order.","description_html":"\u003cp\u003eReturn a cell array containing the filenames for built-in images (e.g. cameraman.tif, coins.png). An optional input specifies what type(s) of files to look for. If no such files exist, return an empty cell array.\u003c/p\u003e\u003cp\u003e\u003cb\u003eEDIT:\u003c/b\u003e The output should be sorted in alphabetical order.\u003c/p\u003e","function_template":"function c = demoimages(FilterSpec)\r\n  c = {};\r\nend","test_suite":"%%\r\nfiletext = fileread('demoimages.m');\r\nassert(isempty(strfind(filetext, 'cameraman.tif')))\r\n\r\n%%\r\nc = demoimages({'.png'});\r\nc_correct = {'bag.png','blobs.png','circles.png','circlesBrightDark.png','coins.png','coloredChips.png','concordaerial.png','concordorthophoto.png','fabric.png','gantrycrane.png','glass.png','hestain.png','kobi.png','liftingbody.png','lighthouse.png','onion.png','pears.png','pillsetc.png','rice.png','riceblurred.png','saturn.png','snowflakes.png','tape.png','testpat1.png','text.png','tissue.png','toyobjects.png','toysflash.png','toysnoflash.png','westconcordaerial.png','westconcordorthophoto.png'};\r\nassert(isequal(c,c_correct))\r\n\r\n%%\r\nc = demoimages({'.jpg'});\r\nc_correct = {'football.jpg','greens.jpg','hands1.jpg','hands2.jpg','office_1.jpg','office_2.jpg','office_3.jpg','office_4.jpg','office_5.jpg','office_6.jpg','yellowlily.jpg'};\r\nassert(isequal(c,c_correct))\r\n\r\n%%\r\nc = demoimages({'.bmp','.jpg'});\r\nc_correct = {'football.jpg','greens.jpg','hands1.jpg','hands2.jpg','office_1.jpg','office_2.jpg','office_3.jpg','office_4.jpg','office_5.jpg','office_6.jpg','yellowlily.jpg'};\r\nassert(isequal(c,c_correct))\r\n\r\n%%\r\nc = demoimages({'.tif'});\r\nc_correct = {'AT3_1m4_01.tif','AT3_1m4_02.tif','AT3_1m4_03.tif','AT3_1m4_04.tif','AT3_1m4_05.tif','AT3_1m4_06.tif','AT3_1m4_07.tif','AT3_1m4_08.tif','AT3_1m4_09.tif','AT3_1m4_10.tif','autumn.tif','board.tif','cameraman.tif','canoe.tif','cell.tif','circbw.tif','circuit.tif','eight.tif','forest.tif','hotcoffee.tif','kids.tif','logo.tif','m83.tif','mandi.tif','moon.tif','mri.tif','paper1.tif','pout.tif','shadow.tif','spine.tif','tire.tif','trees.tif'};\r\nassert(isequal(c,c_correct))\r\n\r\n%%\r\nc = demoimages({'.tif','.png'});\r\nc_correct = {'AT3_1m4_01.tif','AT3_1m4_02.tif','AT3_1m4_03.tif','AT3_1m4_04.tif','AT3_1m4_05.tif','AT3_1m4_06.tif','AT3_1m4_07.tif','AT3_1m4_08.tif','AT3_1m4_09.tif','AT3_1m4_10.tif','autumn.tif','board.tif','cameraman.tif','canoe.tif','cell.tif','circbw.tif','circuit.tif','eight.tif','forest.tif','hotcoffee.tif','kids.tif','logo.tif','m83.tif','mandi.tif','moon.tif','mri.tif','paper1.tif','pout.tif','shadow.tif','spine.tif','tire.tif','trees.tif','bag.png','blobs.png','circles.png','circlesBrightDark.png','coins.png','coloredChips.png','concordaerial.png','concordorthophoto.png','fabric.png','gantrycrane.png','glass.png','hestain.png','kobi.png','liftingbody.png','lighthouse.png','onion.png','pears.png','pillsetc.png','rice.png','riceblurred.png','saturn.png','snowflakes.png','tape.png','testpat1.png','text.png','tissue.png','toyobjects.png','toysflash.png','toysnoflash.png','westconcordaerial.png','westconcordorthophoto.png'};\r\nassert(isequal(c,sort(c_correct)))\r\n\r\n%%\r\nc = demoimages({'.jpg','.png','.tif'});\r\nc_correct = {'football.jpg','greens.jpg','hands1.jpg','hands2.jpg','office_1.jpg','office_2.jpg','office_3.jpg','office_4.jpg','office_5.jpg','office_6.jpg','yellowlily.jpg','bag.png','blobs.png','circles.png','circlesBrightDark.png','coins.png','coloredChips.png','concordaerial.png','concordorthophoto.png','fabric.png','gantrycrane.png','glass.png','hestain.png','kobi.png','liftingbody.png','lighthouse.png','onion.png','pears.png','pillsetc.png','rice.png','riceblurred.png','saturn.png','snowflakes.png','tape.png','testpat1.png','text.png','tissue.png','toyobjects.png','toysflash.png','toysnoflash.png','westconcordaerial.png','westconcordorthophoto.png','AT3_1m4_01.tif','AT3_1m4_02.tif','AT3_1m4_03.tif','AT3_1m4_04.tif','AT3_1m4_05.tif','AT3_1m4_06.tif','AT3_1m4_07.tif','AT3_1m4_08.tif','AT3_1m4_09.tif','AT3_1m4_10.tif','autumn.tif','board.tif','cameraman.tif','canoe.tif','cell.tif','circbw.tif','circuit.tif','eight.tif','forest.tif','hotcoffee.tif','kids.tif','logo.tif','m83.tif','mandi.tif','moon.tif','mri.tif','paper1.tif','pout.tif','shadow.tif','spine.tif','tire.tif','trees.tif'};\r\nassert(isequal(c,sort(c_correct)))\r\n\r\n%%\r\nassert(isempty(demoimages({'.bmp'})))\r\n\r\n\r\n%%\r\nassert(isempty(demoimages({'.gif'})))\r\n\r\n%%\r\nc = demoimages({'.bmp','.gif','.tif','.png','.jpg'});\r\nc_correct = {'AT3_1m4_01.tif','AT3_1m4_02.tif','AT3_1m4_03.tif','AT3_1m4_04.tif','AT3_1m4_05.tif','AT3_1m4_06.tif','AT3_1m4_07.tif','AT3_1m4_08.tif','AT3_1m4_09.tif','AT3_1m4_10.tif','autumn.tif','board.tif','cameraman.tif','canoe.tif','cell.tif','circbw.tif','circuit.tif','eight.tif','forest.tif','hotcoffee.tif','kids.tif','logo.tif','m83.tif','mandi.tif','moon.tif','mri.tif','paper1.tif','pout.tif','shadow.tif','spine.tif','tire.tif','trees.tif','bag.png','blobs.png','circles.png','circlesBrightDark.png','coins.png','coloredChips.png','concordaerial.png','concordorthophoto.png','fabric.png','gantrycrane.png','glass.png','hestain.png','kobi.png','liftingbody.png','lighthouse.png','onion.png','pears.png','pillsetc.png','rice.png','riceblurred.png','saturn.png','snowflakes.png','tape.png','testpat1.png','text.png','tissue.png','toyobjects.png','toysflash.png','toysnoflash.png','westconcordaerial.png','westconcordorthophoto.png','football.jpg','greens.jpg','hands1.jpg','hands2.jpg','office_1.jpg','office_2.jpg','office_3.jpg','office_4.jpg','office_5.jpg','office_6.jpg','yellowlily.jpg'};\r\nassert(isequal(c,sort(c_correct)))\r\n","published":true,"deleted":false,"likes_count":7,"comments_count":11,"created_by":4793,"edited_by":null,"edited_at":null,"deleted_by":null,"deleted_at":null,"solvers_count":11,"test_suite_updated_at":"2015-09-23T18:51:47.000Z","rescore_all_solutions":false,"group_id":1,"created_at":"2015-09-18T00:04:51.000Z","updated_at":"2015-09-23T18:51:47.000Z","published_at":"2015-09-18T00:32:24.000Z","restored_at":null,"restored_by":null,"spam":false,"simulink":false,"admin_reviewed":false,"description_opc":"{\"relationships\":[{\"relationshipType\":\"http://schemas.mathworks.com/matlab/code/2013/relationships/document\",\"targetMode\":\"\",\"relationshipId\":\"rId1\",\"target\":\"/matlab/document.xml\"},{\"relationshipType\":\"http://schemas.mathworks.com/matlab/code/2013/relationships/output\",\"targetMode\":\"\",\"relationshipId\":\"rId2\",\"target\":\"/matlab/output.xml\"}],\"parts\":[{\"partUri\":\"/matlab/document.xml\",\"relationship\":[],\"contentType\":\"application/vnd.mathworks.matlab.code.document+xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\"?\u003e\\n\u003cw:document xmlns:w=\\\"http://schemas.openxmlformats.org/wordprocessingml/2006/main\\\"\u003e\u003cw:body\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eReturn a cell array containing the filenames for built-in images (e.g. cameraman.tif, coins.png). An optional input specifies what type(s) of files to look for. If no such files exist, return an empty cell array.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:rPr\u003e\u003cw:b/\u003e\u003c/w:rPr\u003e\u003cw:t\u003eEDIT:\u003c/w:t\u003e\u003c/w:r\u003e\u003cw:r\u003e\u003cw:t\u003e The output should be sorted in alphabetical order.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003c/w:body\u003e\u003c/w:document\u003e\"},{\"partUri\":\"/matlab/output.xml\",\"contentType\":\"text/xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\" standalone=\\\"no\\\" ?\u003e\u003cembeddedOutputs\u003e\u003cmetaData\u003e\u003cevaluationState\u003emanual\u003c/evaluationState\u003e\u003clayoutState\u003ecode\u003c/layoutState\u003e\u003coutputStatus\u003eready\u003c/outputStatus\u003e\u003c/metaData\u003e\u003coutputArray type=\\\"array\\\"/\u003e\u003cregionArray type=\\\"array\\\"/\u003e\u003c/embeddedOutputs\u003e\"}]}"},{"id":58926,"title":"Neural Net: Convolutional NN Matrices Determination for LED Digit images","description":"This challenge is to return final WH and WP matrices, given XImgset, WH, WP, K, EPY using convolution(Ximg,K), ReLU on the hidden layer and Softmax on the output layer. Training images are LED binary matrices of digits 1:9 and 0. A fun extension is to add LED variants and see if trained WH/WP give expected result.\r\n[WP,WH]=ConvNN_Process(XImgset,K,WH,WP,EPY)\r\n \r\nThe matlab Latex code for making the CNN Processing chart included in template.\r\n","description_html":"\u003cdiv style = \"text-align: start; line-height: 20.4333px; min-height: 0px; white-space: normal; color: rgb(0, 0, 0); font-family: Menlo, Monaco, Consolas, monospace; font-style: normal; font-size: 14px; font-weight: 400; text-decoration: rgb(0, 0, 0); white-space: normal; \"\u003e\u003cdiv style=\"block-size: 691.5px; display: block; min-width: 0px; padding-block-start: 0px; padding-top: 0px; perspective-origin: 407px 345.75px; transform-origin: 407px 345.75px; vertical-align: baseline; \"\u003e\u003cdiv style=\"block-size: 63px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 31.5px; text-align: left; transform-origin: 384px 31.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 384px 8px; transform-origin: 384px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThis challenge is to return final WH and WP matrices, given XImgset, WH, WP, K, EPY using convolution(Ximg,K), ReLU on the hidden layer and Softmax on the output layer. Training images are LED binary matrices of digits 1:9 and 0. A fun extension is to add LED variants and see if trained WH/WP give expected result.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 162.5px 8px; transform-origin: 162.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e[WP,WH]=ConvNN_Process(XImgset,K,WH,WP,EPY)\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 529.5px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 264.75px; text-align: left; transform-origin: 384px 264.75px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cimg class=\"imageNode\" style=\"vertical-align: baseline;width: 875px;height: 524px\" 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data-image-state=\"image-loaded\" width=\"875\" height=\"524\"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 8px; transform-origin: 0px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e \u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 257px 8px; transform-origin: 257px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe matlab Latex code for making the CNN Processing chart included in template.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 8px; transform-origin: 0px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003c/div\u003e\u003c/div\u003e","function_template":"function [WP,WH]=ConvNN_Process(XImg,K,WH,WP,EPY)\r\n %nX=size(XImg,3); %Number training images\r\n %nK=size(K,3); % Number kernels\r\n %XC=zeros(5,3,nK); %Pre-alloc for speed\r\n \r\n for epoch=1:1000 % Number of cycles to evolve WH and WP\r\n  dWH=0*WH;\r\n  dWP=0*WP;\r\n  for iCase=1:nX  %Cycle thru all Images while accumulating dWH and dWP\r\n %Forward Pass  X(7,5,nX)-Ximg,Conv-XC(5,3,nK),ReLU-XCY3(5,3,nK),XCY(1,nK*15+1)(1,91)\r\n % XCYV*WH-H(1,21), ReLU(H)-HY(1,21), HY*WP-P(1,10), Softmax(P)-PY\r\n   for k=1:nK\r\n    %XC(:,:,k)=(conv2(XImg(:,:,iCase),K(:,:,k),'valid')); %Use rot90 Kernel to make output align\r\n   end\r\n\r\n   %XCY3=max(0,XC); %ReLU  Not needed with all K coeff positive; safer to leave in for K offset case\r\n   %XCY=[XCY3(:)' 1]; % 1,nK*15+1  (1,91)  add a 1 for offset term\r\n \r\n   %[dWPi,dWHi]=Neural_ReLU_Back_Propagation(XCY,WH,WP,EPY(iCase,:));\r\n \r\n %Accumulate across all sample cases\r\n   %dWP=dWP+dWPi;\r\n   %dWH=dWH+dWHi;\r\n \r\n  end % iCase\r\n\r\n  %WP=WP+dWP/nX; % dWP/nX  Valid\r\n  %WH=WH+dWH/nX; % Usage /nX^2 requires 10K epochs for \u003e.8 PYs\r\n\r\n end % epoch\r\nend %ConvNN_Process\r\n\r\nfunction [dWP,dWH]=Neural_ReLU_Back_Propagation(X,WH,WP,EPY)\r\n% X will be single case [X1 X2 ... XN 1]\r\n  LR=1; % Learning Rate\r\n  \r\n  H=X*WH;\r\n  HY=max(0,H); % ReLU\r\n  \r\n  P=HY*WP ; %\r\n  PY=exp(P)./sum(exp(P),2); %Softmax [PY1 PY2 ... PYM]\r\n  \r\n  %Back Propagation Calculations\r\n  ErrPY=EPY-PY;\r\n  \r\n  dPY=PY.*(1-PY).*ErrPY;\r\n  dWP=LR*HY'.*dPY;\r\n  \r\n  dHY=HY.*(1-HY).*sum(WP.*dPY,2)';\r\n  dWH=LR*X'.*dHY;\r\nend % Neural_ReLU_Back_Propagation\r\n\r\n\r\n%{\r\nfunction NNConv_flow\r\n%Convolution neural net process flow\r\n\r\n%shape prep\r\nr = 10;r5=5;\r\nphi = 0:0.01:2*pi;\r\ncxA = r*cos(phi);\r\ncyA = r*sin(phi);\r\n\r\nrxA=[0 2*r 2*r   0 0]';rx5=[0 r r 0 0]';\r\nryA=[0   0 2*r 2*r 0]';ry5=[0 0 r r 0]';\r\n\r\n\r\nf=figure(1);clf;\r\nf.Position=[1935 122 1459 873]; % Dual Monitor setting\r\n\r\nplot([0;160;160;0;0],[-5;-5;100;100;-5],'k','linewidth',2);hold on\r\nxticks([]);yticks([]); %Ticks/Labels off\r\naxis equal;axis tight;\r\n\r\npatch(rxA*1.9+48,ryA+75,'y')\r\ntext(50,93,'Images','Fontsize',14);text(65,93,'Kernels','Fontsize',14);\r\nfor j=0:3\r\n plot(rx5+50+j,ry5+81-j,'k','linewidth',1);\r\n plot(rx5+65+j,ry5+81-j,'k','linewidth',1);\r\nend\r\ntext(79,90,'EPY','Fontsize',14);text(79,86,'WH','Fontsize',14);text(79,82,'WP','Fontsize',14);\r\ntext(49,76.5,'Initial Inputs','Fontsize',14);\r\nquiver(86,86,3,0,'k','LineWidth',3.5,'MaxHeadSize',1);\r\n\r\npatch(rxA*3.5+89,ryA*1.9+56,[1 .75 .4])\r\ntext(90,92.5,'Epoch:  Cycle over Training Images (1K to 10K)','Fontsize',14);\r\ntext(92,89,'Loop over Images to Update WP and WH','Fontsize',14);\r\ntext(92,86,'dWP=0;  dWH=0','Fontsize',14);\r\ntext(92,62,'WP = WP + dWP / nX   %nX = # Training images','Fontsize',14);\r\ntext(92,58,'WH = WH + dWH / nX','Fontsize',14);\r\n\r\npatch(rxA*3.3+91,ryA*0.95+65,[.75 1 .4])\r\ntext(92,82,'Cases:  Cycle thru Training Images','Fontsize',14);\r\ntext(94,79,'Loop over Convolutions per Training Image ','Fontsize',14);\r\ntext(94,75.5,'Create XC ( : , : , k ) - Convolution Planes Image_{i}','Fontsize',14);\r\ntext(96,73,'Create XCY - Convolution Set Vector [1,91]','Fontsize',14);\r\ntext(98,70,'Perform dWP dWH Back Propagation','Fontsize',14);\r\ntext(98,67,'Update dWP and dWH','Fontsize',14);\r\n\r\npatch(rxA*3.5+89,ryA*2.4+7,[.4 1 .75])\r\ntext(96,53,'Processing Numerical Convergence Concerns','Fontsize',14);\r\ntext(90,49,'Kernels need to be scaled(sum \u003c=1) or offset(sum~=0)','Fontsize',14);\r\ntext(90,45,'WH and WP require offset and scale normalization','Fontsize',14);\r\ntext(90,41,'WH=[(rand(90,20)-.5)/sqrt(90+20) zeros(90,1)]','Fontsize',14);\r\ntext(90,37,'WP=(rand(21,10)-.5)/sqrt(21+10);','Fontsize',14);\r\ntext(93,33,'Offset to achieve zero-sum','Fontsize',14);\r\ntext(93,29,'Scale to avoid large positive sum','Fontsize',14);\r\ntext(90,25,'nX factor for WP, WH updates needed for convergence','Fontsize',14);\r\ntext(90,21,'Scale mods change convergence rate and stability','Fontsize',14);\r\ntext(92,17,'(2*nX) requires 2K Epochs to achieve .90 Predictions','Fontsize',14);\r\ntext(90,13,'WH w=20 was arbitrary at 2 * # Classes','Fontsize',14);\r\ntext(90,9,'WH h=91 is conv(h*w)*Kernels +1 ','Fontsize',14);\r\n\r\npatch(rxA*3.5+89,ryA*.5-4,[1 .4 1])\r\ntext(90,4.5,'Kernels are to capture features','Fontsize',14);\r\ntext(90,1.5,'Internal Corners and Straights were selected','Fontsize',14);\r\ntext(90,-1.5,'Centering done for debugging (not required)','Fontsize',14);\r\n\r\ntext(1,97,'Convolution Neural Net: Forward Pass and Back Propagation WP \u0026 WH','Fontsize',20);\r\n\r\ntext(1,93.5,'\\color[rgb]{1 .5 .2}Ten Input Images(7x5) [Ringed by 0s]','Fontsize',12) %Valid\r\ntext(1,91,'\\bf 1  111 111 1 1 111 1   111 111 111 111','Fontsize',9,'Fontname','Courier')  %bf bold_font\r\ntext(1,91,'\\bf\\color{red}. .          .       ..','Fontsize',9,'Fontname','Courier')  %bold_font, color\r\ntext(1,89,'\\bf 1    1   1 1 1 1   1     1 1 1 1 1 1 1','Fontsize',9,'Fontname','Courier')\r\ntext(1,89,'\\bf\\color{red}. . ..  ..   .   ..  .. ..   .   .   . ','Fontsize',9,'Fontname','Courier')\r\ntext(1,87,'\\bf 1  111 111 111 111 111   1 111 111 1 1','Fontsize',9,'Fontname','Courier')\r\ntext(1,87,'\\bf\\color{red}. .                     ..           . ','Fontsize',9,'Fontname','Courier')\r\ntext(1,85,'\\bf 1  1     1   1   1 1 1   1 1 1   1 1 1','Fontsize',9,'Fontname','Courier')\r\ntext(1,85,'\\bf\\color{red}. .  .. ..  ..  ..   .  ..   .  ..   . ','Fontsize',9,'Fontname','Courier')\r\ntext(1,83,'\\bf 1  111 111   1 111 111   1 111   1 111','Fontsize',9,'Fontname','Courier')\r\ntext(1,83,'\\bf\\color{red}. .         ..          ..      ..','Fontsize',9,'Fontname','Courier')\r\n\r\ntext(1,80.5,'\\color[rgb]{1 .2 .5}Six Conv Kernels (3x3) TL TR LL LR V H','Fontsize',12) %Valid\r\ntext(1,78,'\\bf         1   1   1  ','Fontsize',9,'Fontname','Courier')  %bf bold_font\r\ntext(1,78,'\\bf\\color{red}... ... . . . . . . ...','Fontsize',9,'Fontname','Courier')  %bold_font, color\r\ntext(1,76,'\\bf 11 11   11 11   1  111','Fontsize',9,'Fontname','Courier')\r\ntext(1,76,'\\bf\\color{red}.     . .     . . .','Fontsize',9,'Fontname','Courier')\r\ntext(1,74,'\\bf.1. .1. ... ... .1. ...','Fontsize',9,'Fontname','Courier')\r\ntext(1,74,'\\bf\\color{red}. . . . ... ... . . ...','Fontsize',9,'Fontname','Courier')\r\n\r\ntext(1,71,'EPY=eye(10)','Fontsize',18,'Color','b');\r\ntext(1,66,'XC(:,:,k)=conv2(XImg(:,:,i),K(:,:,k),''valid'')  % [5,3]','Fontsize',18,'Color','b');\r\ntext(5,61,'XCY3=max(0,XC)  % ReLU [5,3,6]','Fontsize',18,'Color','b');\r\ntext(5,56,'XCY=[XCY3(:)'' 1]   % [1,91]','Fontsize',18,'Color','b');\r\n\r\nstr='$$ XCY*WH=H ; $$';\r\ntext(1,51,str,'Interpreter','latex','Fontsize',16);\r\nstr='$$ H=\\left[\\matrix{ H_{1} \u0026 ... \u0026 H_{20} \u0026 1} \\right]  $$'; \r\ntext(32,51,str,'Interpreter','latex','Fontsize',16);\r\n\r\nstr='$$ ReLU(H)=HY  $$'; \r\ntext(1,47,str,'Interpreter','latex','Fontsize',16);\r\nstr='$$ HY=\\left[\\matrix{ HY_{1} \u0026 ... \u0026 HY_{20} \u0026 1} \\right]  $$'; \r\ntext(32,47,str,'Interpreter','latex','Fontsize',16);\r\n\r\nstr='$$ HY*WP=P;  $$';\r\ntext(1,43,str,'Interpreter','latex','Fontsize',16);\r\nstr='$$ P=\\left[\\matrix{ P_{1} \u0026 ... \u0026 P_{10} } \\right]  $$'; \r\ntext(32,43,str,'Interpreter','latex','Fontsize',16);\r\n\r\nstr='$$ Softmax(P)=PY;  $$'; \r\ntext(1,39,str,'Interpreter','latex','Fontsize',16);\r\nstr='$$ PY=\\left[\\matrix{ PY_{1} \u0026 ... \u0026 PY_{10}} \\right]  $$'; \r\ntext(32,39,str,'Interpreter','latex','Fontsize',16);\r\n\r\ntext(5,34.5,'Softmax(P)=e^{P}/\\Sigmae^{P}','Fontsize',20,'Color',[1 .5 .2]);\r\n\r\ntext(1,28.5,'[ dWPi , dWHi ] = ...','Fontsize',18,'Color','b');\r\ntext(1,23.8,'Back\\_Prop\\_WP\\_WH ( XCY, WH, WP, EPY(i,:) )','Fontsize',18,'Color','b');\r\n\r\ntext(15,19,'WH','Fontsize',18);\r\nstr='$$ \\left[\\matrix{ WH_{1,1} \u0026 ... \u0026 WH_{1,20} \u0026 0 \\cr WH_{2,1} \u0026 ... \u0026 WH_{2,20} \u0026 0 \\cr : \u0026 : \u0026 : \u0026 0 \\cr WH_{90,1} \u0026 ... \u0026 WH_{90,20} \u0026 0 \\cr bH_{91,1} \u0026 ... \u0026 bH_{91,20} \u0026 1 } \\right]  $$'; %valid\r\ntext(1,6,str,'Interpreter','latex','Fontsize',18);\r\n\r\ntext(58,19,'WP','Fontsize',18);\r\nstr='$$ \\left[\\matrix{ WP_{1,1} \u0026 ... \u0026 WP_{1,10} \\cr WP_{2,1} \u0026 ... \u0026 WP_{2,10} \\cr : \u0026 : \u0026 :  \\cr WP_{20,1} \u0026 ... \u0026 WP_{20,10} \\cr bP_{21,1} \u0026 ... \u0026 bP_{21,10} } \\right]  $$'; %valid\r\ntext(48,6,str,'Interpreter','latex','Fontsize',18);\r\n\r\nend %NNConv_flow\r\n%}\r\n","test_suite":"%%\r\nImgsetstr= ... %5x3 digits 1:9 0\r\n ['010111111101111100111111111111';\r\n  '010001001101100100001101101101';\r\n  '010111111111111111001111111101';\r\n  '010100001001001101001101001101';\r\n  '010111111001111111001111001111'];\r\nImgsetv=Imgsetstr-'0';\r\n\r\nnX=size(Imgsetv,2)/3;\r\nXImgset=zeros(7,5,nX); % Images Zero Ring for conv2(I,K,'valid') where K is 3x3\r\n\r\nnClasses=10;\r\nEPY=eye(nClasses); % One case for each digit from 1 to 9 and then 0 which is class type 10\r\n%One input for each Class\r\n\r\nKsetstr= ... %3x3 kernel mask (will be scaled/offset)\r\n ['000000010010010000'; %Centered corners and vert/horiz\r\n  '011110011110010111'; %Kernels are identifying Features\r\n  '010010000000010000'];\r\n\r\nKsetv=Ksetstr-'0';\r\nKh=size(Ksetv,1);\r\nnK=size(Ksetv,2)/Kh; %Number of Kernels\r\nKset=reshape(Ksetv,Kh,Kh,nK);\r\n%Kernel needs normalization either scale or offset; Two large scale slows convergence or possible fail\r\nKsetr90=rot90(Kset(:,:,:),2)/3; % Rotate and normalize 3, each kernel sum is 3 Valid  2-Fails\r\n%Ksetr90=rot90(Kset(:,:,:),2)-.5; % Rotate and offset -0.5  Valid \r\nIh=size(Imgsetv,1);\r\nImgset53=reshape(Imgsetv,Ih,3,size(Imgsetv,2)/3);\r\nfor k=1:size(Imgset53,3)\r\n XImgset(2:end-1,2:end-1,k)=Imgset53(:,:,k);\r\nend\r\n\r\n%Stability sensitive to WP and WH values; rand start needs offset and normalization\r\n% X(7,5,nX) XC(5,3,nK) (XCY(1,91) WH(91,21) WP(21,10)\r\nztic=tic;\r\nfor ztry=1:5 %Allow five processing attempts to get a working solution\r\nWH=[(rand(90,20)-.5)/sqrt(90+20) zeros(90,1)]; % 90=nK*15, 20 is arbitrary at 2*nCases WH(91,21)  Valid\r\nWH=[WH; zeros(1,20) 1]; % offset row, Start with zero bias\r\n\r\nWP=(rand(21,10)-.5)/sqrt(21+10);  % 10 output states  Valid\r\n\r\n[WP,WH]=ConvNN_Process(XImgset,Ksetr90,WH,WP,EPY);\r\nfprintf('Process Time: %.3f sec\\n\\n',toc(ztic));\r\n\r\n  X=zeros(nX,91); %Forward process all images in one sequence\r\n  for iCase=1:nX\r\n   for k=1:nK\r\n    XC(:,:,k)=(conv2(XImgset(:,:,iCase),Ksetr90(:,:,k),'valid')); %Need to rot90 Kernel to make output align\r\n   end\r\n   XCY3=max(0,XC); %ReLU  Not needed with all K coeff positive\r\n   XCY=[XCY3(:)' 1]; % 1,nK*15  1,91  add a 1 for offset term\r\n   X(iCase,:)=XCY; \r\n  end\r\n\r\n  H=X*WH; % Process all 10 cases\r\n  HY=max(0,H);\r\n  P=HY*WP ; %\r\n  PY=exp(P)./sum(exp(P),2); %Softmax [PY1 PY2]\r\n  [~,pcase]=max(PY,[],2);\r\n  [~,pexp]=max(EPY,[],2);\r\n  \r\n  for i=1:nX\r\n   fprintf('Exp:%2i Pred:%2i   ',pexp(i),pcase(i));\r\n   fprintf('.%04i  ',round(10000*PY(i,:)));fprintf('\\n');\r\n  end\r\n  \r\n  if isequal(pcase,pexp),break;end\r\n  \r\nend % ztry  Allowed 5 trials as rand may not always converge\r\n  \r\nvalid=isequal(pcase,pexp);\r\nassert(valid)\r\n","published":true,"deleted":false,"likes_count":0,"comments_count":0,"created_by":3097,"edited_by":3097,"edited_at":"2023-08-30T05:22:25.000Z","deleted_by":null,"deleted_at":null,"solvers_count":3,"test_suite_updated_at":null,"rescore_all_solutions":false,"group_id":1,"created_at":"2023-08-30T04:01:42.000Z","updated_at":"2023-08-30T05:22:28.000Z","published_at":"2023-08-30T05:22:28.000Z","restored_at":null,"restored_by":null,"spam":null,"simulink":false,"admin_reviewed":false,"description_opc":"{\"parts\":[{\"partUri\":\"/matlab/document.xml\",\"contentType\":\"application/vnd.mathworks.matlab.code.document+xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\"?\u003e\u003cw:document xmlns:w=\\\"http://schemas.openxmlformats.org/wordprocessingml/2006/main\\\"\u003e\u003cw:body\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThis challenge is to return final WH and WP matrices, given XImgset, WH, WP, K, EPY using convolution(Ximg,K), ReLU on the hidden layer and Softmax on the output layer. Training images are LED binary matrices of digits 1:9 and 0. A fun extension is to add LED variants and see if trained WH/WP give expected result.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003e[WP,WH]=ConvNN_Process(XImgset,K,WH,WP,EPY)\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:customXml w:element=\\\"image\\\"\u003e\u003cw:customXmlPr\u003e\u003cw:attr w:name=\\\"height\\\" w:val=\\\"524\\\"/\u003e\u003cw:attr w:name=\\\"width\\\" w:val=\\\"875\\\"/\u003e\u003cw:attr w:name=\\\"verticalAlign\\\" w:val=\\\"baseline\\\"/\u003e\u003cw:attr w:name=\\\"altText\\\" w:val=\\\"\\\"/\u003e\u003cw:attr w:name=\\\"relationshipId\\\" w:val=\\\"rId1\\\"/\u003e\u003c/w:customXmlPr\u003e\u003c/w:customXml\u003e\u003cw:r\u003e\u003cw:t\u003e \u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe matlab Latex code for making the CNN Processing chart included in template.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc 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Homer Like It?","description":"\r\nGiven a matrix of ones and zeros, you must determine if there are any doughnuts present (would Homer Simpson like it?). A doughnut is a 4-connected region of ones completely enclosing a 4-connected region of zeros. You can assume that any regions of ones are either blobs (or genus 0) or doughnuts (genus 1). Thus if you find any hole in a region of ones, it is a doughnut. Also, there are no nested doughnuts.\r\nReturn true if any doughnuts are present, otherwise false.\r\nExamples:\r\nThis is a doughnut:\r\n 1 1 1\r\n 1 0 1 \r\n 1 1 1\r\nHere is another doughnut:\r\n 0 0 0 1 1 1\r\n 0 1 1 1 0 1\r\n 0 0 1 0 0 1\r\n 0 0 1 1 1 1\r\nThis is not a doughnut:\r\n 0 1 0\r\n 1 0 1\r\n 0 1 0\r\nbecause the ones are not 4-connected and so can't surround anything.","description_html":"\u003cdiv style = \"text-align: start; line-height: 20.4333px; min-height: 0px; white-space: normal; color: rgb(0, 0, 0); font-family: Menlo, Monaco, Consolas, monospace; font-style: normal; font-size: 14px; font-weight: 400; text-decoration: rgb(0, 0, 0); white-space: normal; \"\u003e\u003cdiv style=\"block-size: 655.833px; display: block; min-width: 0px; padding-block-start: 0px; padding-top: 0px; perspective-origin: 407px 327.917px; transform-origin: 407px 327.917px; vertical-align: baseline; \"\u003e\u003cdiv style=\"block-size: 145.5px; font-family: Helvetica, Arial, sans-serif; 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\" data-image-state=\"image-loaded\"\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 84px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 42px; text-align: left; transform-origin: 384px 42px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 383.5px 8px; transform-origin: 383.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eGiven a matrix of ones and zeros, you must determine if there are any doughnuts present (would Homer Simpson like it?). A doughnut is a \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"/#null\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003e4-connected region\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 261.5px 8px; transform-origin: 261.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e of ones completely enclosing a 4-connected region of zeros. You can assume that any regions of ones are either blobs (or\u003c/span\u003e\u003c/span\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 2px 8px; transform-origin: 2px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"/#null\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003egenus 0\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 231px 8px; transform-origin: 231px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e) or doughnuts (genus 1). Thus if you find any hole in a region of ones, it is a doughnut. Also, there are no nested doughnuts.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 182px 8px; transform-origin: 182px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eReturn true if any doughnuts are present, otherwise false.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 32px 8px; transform-origin: 32px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eExamples:\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 60.5px 8px; transform-origin: 60.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThis is a doughnut:\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"background-color: rgb(247, 247, 247); block-size: 61.3px; border-bottom-left-radius: 4px; border-bottom-right-radius: 4px; border-end-end-radius: 4px; border-end-start-radius: 4px; border-start-end-radius: 4px; border-start-start-radius: 4px; border-top-left-radius: 4px; border-top-right-radius: 4px; margin-block-end: 10px; margin-block-start: 10px; margin-bottom: 10px; margin-inline-end: 3px; margin-inline-start: 3px; margin-left: 3px; margin-right: 3px; margin-top: 10px; perspective-origin: 404px 30.65px; transform-origin: 404px 30.65px; margin-left: 3px; margin-top: 10px; margin-bottom: 10px; margin-right: 3px; \"\u003e\u003cdiv style=\"background-color: rgba(0, 0, 0, 0); block-size: 20.4333px; border-bottom-left-radius: 0px; border-bottom-right-radius: 0px; border-end-end-radius: 0px; border-end-start-radius: 0px; border-inline-end-color: rgb(233, 233, 233); border-inline-end-style: solid; border-inline-end-width: 1px; border-inline-start-color: rgb(233, 233, 233); border-inline-start-style: solid; border-inline-start-width: 1px; border-left-color: rgb(233, 233, 233); border-left-style: solid; border-left-width: 1px; border-right-color: rgb(233, 233, 233); border-right-style: solid; border-right-width: 1px; border-start-end-radius: 0px; border-start-start-radius: 0px; border-top-left-radius: 0px; border-top-right-radius: 0px; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; min-block-size: 18px; min-height: 18px; padding-inline-start: 4px; padding-left: 4px; perspective-origin: 404px 10.2167px; transform-origin: 404px 10.2167px; white-space: nowrap; \"\u003e\u003cspan style=\"block-size: auto; border-inline-end-color: rgb(0, 0, 0); border-inline-end-style: none; border-inline-end-width: 0px; border-inline-start-color: rgb(0, 0, 0); border-inline-start-style: none; border-inline-start-width: 0px; border-left-color: rgb(0, 0, 0); border-left-style: none; border-left-width: 0px; border-right-color: rgb(0, 0, 0); border-right-style: none; border-right-width: 0px; display: inline; margin-inline-end: 45px; margin-right: 45px; min-block-size: 0px; min-height: 0px; padding-inline-start: 0px; padding-left: 0px; perspective-origin: 24px 8.5px; tab-size: 4; transform-origin: 24px 8.5px; unicode-bidi: normal; white-space: pre; margin-right: 45px; \"\u003e\u003cspan style=\"margin-inline-end: 0px; margin-right: 0px; \"\u003e 1 1 1\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"background-color: rgba(0, 0, 0, 0); block-size: 20.4333px; border-bottom-left-radius: 0px; border-bottom-right-radius: 0px; border-end-end-radius: 0px; border-end-start-radius: 0px; border-inline-end-color: rgb(233, 233, 233); border-inline-end-style: solid; border-inline-end-width: 1px; border-inline-start-color: rgb(233, 233, 233); border-inline-start-style: solid; border-inline-start-width: 1px; border-left-color: rgb(233, 233, 233); border-left-style: solid; border-left-width: 1px; border-right-color: rgb(233, 233, 233); border-right-style: solid; border-right-width: 1px; border-start-end-radius: 0px; border-start-start-radius: 0px; border-top-left-radius: 0px; border-top-right-radius: 0px; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; min-block-size: 18px; min-height: 18px; padding-inline-start: 4px; padding-left: 4px; perspective-origin: 404px 10.2167px; transform-origin: 404px 10.2167px; white-space: nowrap; \"\u003e\u003cspan style=\"block-size: auto; border-inline-end-color: rgb(0, 0, 0); border-inline-end-style: none; border-inline-end-width: 0px; border-inline-start-color: rgb(0, 0, 0); border-inline-start-style: none; border-inline-start-width: 0px; border-left-color: rgb(0, 0, 0); border-left-style: none; border-left-width: 0px; border-right-color: rgb(0, 0, 0); border-right-style: none; border-right-width: 0px; display: inline; margin-inline-end: 45px; margin-right: 45px; min-block-size: 0px; min-height: 0px; padding-inline-start: 0px; padding-left: 0px; perspective-origin: 28px 8.5px; tab-size: 4; transform-origin: 28px 8.5px; unicode-bidi: normal; white-space: pre; margin-right: 45px; \"\u003e\u003cspan style=\"margin-inline-end: 0px; margin-right: 0px; \"\u003e 1 0 1 \u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"background-color: rgba(0, 0, 0, 0); block-size: 20.4333px; border-bottom-left-radius: 0px; border-bottom-right-radius: 0px; border-end-end-radius: 0px; border-end-start-radius: 0px; border-inline-end-color: rgb(233, 233, 233); border-inline-end-style: solid; border-inline-end-width: 1px; border-inline-start-color: rgb(233, 233, 233); border-inline-start-style: solid; border-inline-start-width: 1px; border-left-color: rgb(233, 233, 233); border-left-style: solid; border-left-width: 1px; border-right-color: rgb(233, 233, 233); border-right-style: solid; border-right-width: 1px; border-start-end-radius: 0px; border-start-start-radius: 0px; border-top-left-radius: 0px; border-top-right-radius: 0px; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; min-block-size: 18px; min-height: 18px; padding-inline-start: 4px; padding-left: 4px; perspective-origin: 404px 10.2167px; transform-origin: 404px 10.2167px; white-space: nowrap; \"\u003e\u003cspan style=\"block-size: auto; border-inline-end-color: rgb(0, 0, 0); border-inline-end-style: none; border-inline-end-width: 0px; border-inline-start-color: rgb(0, 0, 0); border-inline-start-style: none; border-inline-start-width: 0px; border-left-color: rgb(0, 0, 0); border-left-style: none; border-left-width: 0px; border-right-color: rgb(0, 0, 0); border-right-style: none; border-right-width: 0px; display: inline; margin-inline-end: 45px; margin-right: 45px; min-block-size: 0px; min-height: 0px; padding-inline-start: 0px; padding-left: 0px; perspective-origin: 24px 8.5px; tab-size: 4; transform-origin: 24px 8.5px; unicode-bidi: normal; white-space: pre; margin-right: 45px; \"\u003e\u003cspan style=\"margin-inline-end: 0px; margin-right: 0px; \"\u003e 1 1 1\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 10px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 10px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 10px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 82.5px 8px; transform-origin: 82.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eHere is another doughnut:\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"background-color: rgb(247, 247, 247); block-size: 81.7333px; border-bottom-left-radius: 4px; border-bottom-right-radius: 4px; border-end-end-radius: 4px; border-end-start-radius: 4px; border-start-end-radius: 4px; border-start-start-radius: 4px; border-top-left-radius: 4px; border-top-right-radius: 4px; margin-block-end: 10px; margin-block-start: 10px; margin-bottom: 10px; margin-inline-end: 3px; margin-inline-start: 3px; margin-left: 3px; margin-right: 3px; margin-top: 10px; perspective-origin: 404px 40.8667px; transform-origin: 404px 40.8667px; margin-left: 3px; margin-top: 10px; margin-bottom: 10px; margin-right: 3px; \"\u003e\u003cdiv style=\"background-color: rgba(0, 0, 0, 0); block-size: 20.4333px; border-bottom-left-radius: 0px; border-bottom-right-radius: 0px; border-end-end-radius: 0px; border-end-start-radius: 0px; border-inline-end-color: rgb(233, 233, 233); border-inline-end-style: solid; border-inline-end-width: 1px; border-inline-start-color: rgb(233, 233, 233); border-inline-start-style: solid; border-inline-start-width: 1px; border-left-color: rgb(233, 233, 233); border-left-style: solid; border-left-width: 1px; border-right-color: rgb(233, 233, 233); border-right-style: solid; border-right-width: 1px; border-start-end-radius: 0px; border-start-start-radius: 0px; border-top-left-radius: 0px; border-top-right-radius: 0px; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; min-block-size: 18px; min-height: 18px; padding-inline-start: 4px; padding-left: 4px; perspective-origin: 404px 10.2167px; transform-origin: 404px 10.2167px; white-space: nowrap; \"\u003e\u003cspan style=\"block-size: auto; border-inline-end-color: rgb(0, 0, 0); border-inline-end-style: none; border-inline-end-width: 0px; border-inline-start-color: rgb(0, 0, 0); border-inline-start-style: none; border-inline-start-width: 0px; border-left-color: rgb(0, 0, 0); border-left-style: none; border-left-width: 0px; border-right-color: rgb(0, 0, 0); border-right-style: none; border-right-width: 0px; display: inline; margin-inline-end: 45px; margin-right: 45px; min-block-size: 0px; min-height: 0px; padding-inline-start: 0px; padding-left: 0px; perspective-origin: 48px 8.5px; tab-size: 4; transform-origin: 48px 8.5px; unicode-bidi: normal; white-space: pre; margin-right: 45px; \"\u003e\u003cspan style=\"margin-inline-end: 0px; margin-right: 0px; \"\u003e 0 0 0 1 1 1\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"background-color: rgba(0, 0, 0, 0); block-size: 20.4333px; border-bottom-left-radius: 0px; border-bottom-right-radius: 0px; border-end-end-radius: 0px; border-end-start-radius: 0px; border-inline-end-color: rgb(233, 233, 233); border-inline-end-style: solid; border-inline-end-width: 1px; border-inline-start-color: rgb(233, 233, 233); border-inline-start-style: solid; border-inline-start-width: 1px; border-left-color: rgb(233, 233, 233); border-left-style: solid; border-left-width: 1px; border-right-color: rgb(233, 233, 233); border-right-style: solid; border-right-width: 1px; border-start-end-radius: 0px; border-start-start-radius: 0px; border-top-left-radius: 0px; border-top-right-radius: 0px; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; min-block-size: 18px; min-height: 18px; padding-inline-start: 4px; padding-left: 4px; perspective-origin: 404px 10.2167px; transform-origin: 404px 10.2167px; white-space: nowrap; \"\u003e\u003cspan style=\"block-size: auto; border-inline-end-color: rgb(0, 0, 0); border-inline-end-style: none; border-inline-end-width: 0px; border-inline-start-color: rgb(0, 0, 0); border-inline-start-style: none; border-inline-start-width: 0px; border-left-color: rgb(0, 0, 0); border-left-style: none; border-left-width: 0px; border-right-color: rgb(0, 0, 0); border-right-style: none; border-right-width: 0px; display: inline; margin-inline-end: 45px; margin-right: 45px; min-block-size: 0px; min-height: 0px; padding-inline-start: 0px; padding-left: 0px; perspective-origin: 48px 8.5px; tab-size: 4; transform-origin: 48px 8.5px; unicode-bidi: normal; white-space: pre; margin-right: 45px; \"\u003e\u003cspan style=\"margin-inline-end: 0px; margin-right: 0px; \"\u003e 0 1 1 1 0 1\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"background-color: rgba(0, 0, 0, 0); block-size: 20.4333px; border-bottom-left-radius: 0px; border-bottom-right-radius: 0px; border-end-end-radius: 0px; border-end-start-radius: 0px; border-inline-end-color: rgb(233, 233, 233); border-inline-end-style: solid; border-inline-end-width: 1px; border-inline-start-color: rgb(233, 233, 233); border-inline-start-style: solid; border-inline-start-width: 1px; border-left-color: rgb(233, 233, 233); border-left-style: solid; border-left-width: 1px; border-right-color: rgb(233, 233, 233); border-right-style: solid; border-right-width: 1px; border-start-end-radius: 0px; border-start-start-radius: 0px; border-top-left-radius: 0px; border-top-right-radius: 0px; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; min-block-size: 18px; min-height: 18px; padding-inline-start: 4px; padding-left: 4px; perspective-origin: 404px 10.2167px; transform-origin: 404px 10.2167px; white-space: nowrap; \"\u003e\u003cspan style=\"block-size: auto; border-inline-end-color: rgb(0, 0, 0); border-inline-end-style: none; border-inline-end-width: 0px; border-inline-start-color: rgb(0, 0, 0); border-inline-start-style: none; border-inline-start-width: 0px; border-left-color: rgb(0, 0, 0); border-left-style: none; border-left-width: 0px; border-right-color: rgb(0, 0, 0); border-right-style: none; border-right-width: 0px; display: inline; margin-inline-end: 45px; margin-right: 45px; min-block-size: 0px; min-height: 0px; padding-inline-start: 0px; padding-left: 0px; perspective-origin: 48px 8.5px; tab-size: 4; transform-origin: 48px 8.5px; unicode-bidi: normal; white-space: pre; margin-right: 45px; \"\u003e\u003cspan style=\"margin-inline-end: 0px; margin-right: 0px; \"\u003e 0 0 1 0 0 1\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"background-color: rgba(0, 0, 0, 0); block-size: 20.4333px; border-bottom-left-radius: 0px; border-bottom-right-radius: 0px; border-end-end-radius: 0px; border-end-start-radius: 0px; border-inline-end-color: rgb(233, 233, 233); border-inline-end-style: solid; border-inline-end-width: 1px; border-inline-start-color: rgb(233, 233, 233); border-inline-start-style: solid; border-inline-start-width: 1px; border-left-color: rgb(233, 233, 233); border-left-style: solid; border-left-width: 1px; border-right-color: rgb(233, 233, 233); border-right-style: solid; border-right-width: 1px; border-start-end-radius: 0px; border-start-start-radius: 0px; border-top-left-radius: 0px; border-top-right-radius: 0px; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; min-block-size: 18px; min-height: 18px; padding-inline-start: 4px; padding-left: 4px; perspective-origin: 404px 10.2167px; transform-origin: 404px 10.2167px; white-space: nowrap; \"\u003e\u003cspan style=\"block-size: auto; border-inline-end-color: rgb(0, 0, 0); border-inline-end-style: none; border-inline-end-width: 0px; border-inline-start-color: rgb(0, 0, 0); border-inline-start-style: none; border-inline-start-width: 0px; border-left-color: rgb(0, 0, 0); border-left-style: none; border-left-width: 0px; border-right-color: rgb(0, 0, 0); border-right-style: none; border-right-width: 0px; display: inline; margin-inline-end: 45px; margin-right: 45px; min-block-size: 0px; min-height: 0px; padding-inline-start: 0px; padding-left: 0px; perspective-origin: 48px 8.5px; tab-size: 4; transform-origin: 48px 8.5px; unicode-bidi: normal; white-space: pre; margin-right: 45px; \"\u003e\u003cspan style=\"margin-inline-end: 0px; margin-right: 0px; \"\u003e 0 0 1 1 1 1\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 10px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 10px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 10px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 72.5px 8px; transform-origin: 72.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThis is not a doughnut:\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"background-color: rgb(247, 247, 247); block-size: 61.3px; border-bottom-left-radius: 4px; border-bottom-right-radius: 4px; border-end-end-radius: 4px; border-end-start-radius: 4px; border-start-end-radius: 4px; border-start-start-radius: 4px; border-top-left-radius: 4px; border-top-right-radius: 4px; margin-block-end: 10px; margin-block-start: 10px; margin-bottom: 10px; margin-inline-end: 3px; margin-inline-start: 3px; margin-left: 3px; margin-right: 3px; margin-top: 10px; perspective-origin: 404px 30.65px; transform-origin: 404px 30.65px; margin-left: 3px; margin-top: 10px; margin-bottom: 10px; margin-right: 3px; \"\u003e\u003cdiv style=\"background-color: rgba(0, 0, 0, 0); block-size: 20.4333px; border-bottom-left-radius: 0px; border-bottom-right-radius: 0px; border-end-end-radius: 0px; border-end-start-radius: 0px; border-inline-end-color: rgb(233, 233, 233); border-inline-end-style: solid; border-inline-end-width: 1px; border-inline-start-color: rgb(233, 233, 233); border-inline-start-style: solid; border-inline-start-width: 1px; border-left-color: rgb(233, 233, 233); border-left-style: solid; border-left-width: 1px; border-right-color: rgb(233, 233, 233); border-right-style: solid; border-right-width: 1px; border-start-end-radius: 0px; border-start-start-radius: 0px; border-top-left-radius: 0px; border-top-right-radius: 0px; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; min-block-size: 18px; min-height: 18px; padding-inline-start: 4px; padding-left: 4px; perspective-origin: 404px 10.2167px; transform-origin: 404px 10.2167px; white-space: nowrap; \"\u003e\u003cspan style=\"block-size: auto; border-inline-end-color: rgb(0, 0, 0); border-inline-end-style: none; border-inline-end-width: 0px; border-inline-start-color: rgb(0, 0, 0); border-inline-start-style: none; border-inline-start-width: 0px; border-left-color: rgb(0, 0, 0); border-left-style: none; border-left-width: 0px; border-right-color: rgb(0, 0, 0); border-right-style: none; border-right-width: 0px; display: inline; margin-inline-end: 45px; margin-right: 45px; min-block-size: 0px; min-height: 0px; padding-inline-start: 0px; padding-left: 0px; perspective-origin: 24px 8.5px; tab-size: 4; transform-origin: 24px 8.5px; unicode-bidi: normal; white-space: pre; margin-right: 45px; \"\u003e\u003cspan style=\"margin-inline-end: 0px; margin-right: 0px; \"\u003e 0 1 0\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"background-color: rgba(0, 0, 0, 0); block-size: 20.4333px; border-bottom-left-radius: 0px; border-bottom-right-radius: 0px; border-end-end-radius: 0px; border-end-start-radius: 0px; border-inline-end-color: rgb(233, 233, 233); border-inline-end-style: solid; border-inline-end-width: 1px; border-inline-start-color: rgb(233, 233, 233); border-inline-start-style: solid; border-inline-start-width: 1px; border-left-color: rgb(233, 233, 233); border-left-style: solid; border-left-width: 1px; border-right-color: rgb(233, 233, 233); border-right-style: solid; border-right-width: 1px; border-start-end-radius: 0px; border-start-start-radius: 0px; border-top-left-radius: 0px; border-top-right-radius: 0px; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; min-block-size: 18px; min-height: 18px; padding-inline-start: 4px; padding-left: 4px; perspective-origin: 404px 10.2167px; transform-origin: 404px 10.2167px; white-space: nowrap; \"\u003e\u003cspan style=\"block-size: auto; border-inline-end-color: rgb(0, 0, 0); border-inline-end-style: none; border-inline-end-width: 0px; border-inline-start-color: rgb(0, 0, 0); border-inline-start-style: none; border-inline-start-width: 0px; border-left-color: rgb(0, 0, 0); border-left-style: none; border-left-width: 0px; border-right-color: rgb(0, 0, 0); border-right-style: none; border-right-width: 0px; display: inline; margin-inline-end: 45px; margin-right: 45px; min-block-size: 0px; min-height: 0px; padding-inline-start: 0px; padding-left: 0px; perspective-origin: 24px 8.5px; tab-size: 4; transform-origin: 24px 8.5px; unicode-bidi: normal; white-space: pre; margin-right: 45px; \"\u003e\u003cspan style=\"margin-inline-end: 0px; margin-right: 0px; \"\u003e 1 0 1\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"background-color: rgba(0, 0, 0, 0); block-size: 20.4333px; border-bottom-left-radius: 0px; border-bottom-right-radius: 0px; border-end-end-radius: 0px; border-end-start-radius: 0px; border-inline-end-color: rgb(233, 233, 233); border-inline-end-style: solid; border-inline-end-width: 1px; border-inline-start-color: rgb(233, 233, 233); border-inline-start-style: solid; border-inline-start-width: 1px; border-left-color: rgb(233, 233, 233); border-left-style: solid; border-left-width: 1px; border-right-color: rgb(233, 233, 233); border-right-style: solid; border-right-width: 1px; border-start-end-radius: 0px; border-start-start-radius: 0px; border-top-left-radius: 0px; border-top-right-radius: 0px; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; min-block-size: 18px; min-height: 18px; padding-inline-start: 4px; padding-left: 4px; perspective-origin: 404px 10.2167px; transform-origin: 404px 10.2167px; white-space: nowrap; \"\u003e\u003cspan style=\"block-size: auto; border-inline-end-color: rgb(0, 0, 0); border-inline-end-style: none; border-inline-end-width: 0px; border-inline-start-color: rgb(0, 0, 0); border-inline-start-style: none; border-inline-start-width: 0px; border-left-color: rgb(0, 0, 0); border-left-style: none; border-left-width: 0px; border-right-color: rgb(0, 0, 0); border-right-style: none; border-right-width: 0px; display: inline; margin-inline-end: 45px; margin-right: 45px; min-block-size: 0px; min-height: 0px; padding-inline-start: 0px; padding-left: 0px; perspective-origin: 24px 8.5px; tab-size: 4; transform-origin: 24px 8.5px; unicode-bidi: normal; white-space: pre; margin-right: 45px; \"\u003e\u003cspan style=\"margin-inline-end: 0px; margin-right: 0px; \"\u003e 0 1 0\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 10px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 10px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 10px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 224.5px 8px; transform-origin: 224.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003ebecause the ones are not 4-connected and so can't surround anything.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003c/div\u003e\u003c/div\u003e","function_template":"function tf = has_doughnut(a)\r\n  tf = true;\r\nend","test_suite":"%%\r\na = [ ...\r\n 1 1 1;\r\n 1 0 1;\r\n 1 1 1;\r\n];\r\ntf = true;\r\nassert(isequal(has_doughnut(a),tf))\r\n\r\n%%\r\na = [ ...\r\n 1 0 0;\r\n 1 0 0;\r\n 1 1 0;\r\n];\r\ntf = false;\r\nassert(isequal(has_doughnut(a),tf))\r\n\r\n%% \r\na = [ ...\r\n 1 1 1 0;\r\n 1 0 1 0;\r\n 1 1 1 0;\r\n 0 0 0 0;\r\n]; \r\ntf = true;\r\nassert(isequal(has_doughnut(a),tf))\r\n\r\n%%\r\na = [ ...\r\n 0 0 0 0;\r\n 0 1 1 0;\r\n 0 1 1 0;\r\n 0 0 0 0;\r\n];\r\ntf = false\r\nassert(isequal(has_doughnut(a),tf))\r\n\r\n%%\r\na = [ ...\r\n 0 1 0 1 0;\r\n 0 1 0 1 1;\r\n 0 1 0 0 1;\r\n 0 1 1 1 1;\r\n 0 0 0 0 0;\r\n];\r\ntf = false;\r\nassert(isequal(has_doughnut(a),tf))\r\n\r\n%%\r\na = [ ...\r\n 0 1 1 1 0;\r\n 0 1 0 1 1;\r\n 0 1 0 0 1;\r\n 0 1 1 1 1;\r\n 0 0 0 0 0;\r\n];\r\ntf = true;\r\nassert(isequal(has_doughnut(a),tf))\r\n\r\n%%\r\na = [ ...\r\n 0 1 0 1;\r\n 1 0 1 0;\r\n 0 1 0 1;\r\n];\r\ntf = false;\r\nassert(isequal(has_doughnut(a),tf))\r\n\r\n%%\r\na = zeros(3,4);\r\na(1,3)=1;\r\ntf = false;\r\nassert(isequal(has_doughnut(a),tf))","published":true,"deleted":false,"likes_count":5,"comments_count":4,"created_by":7,"edited_by":223089,"edited_at":"2022-10-28T10:25:50.000Z","deleted_by":null,"deleted_at":null,"solvers_count":20,"test_suite_updated_at":"2022-10-28T10:25:50.000Z","rescore_all_solutions":false,"group_id":1,"created_at":"2012-03-15T17:46:33.000Z","updated_at":"2026-01-22T13:03:28.000Z","published_at":"2012-03-19T15:21:37.000Z","restored_at":null,"restored_by":null,"spam":false,"simulink":false,"admin_reviewed":false,"description_opc":"{\"parts\":[{\"partUri\":\"/matlab/document.xml\",\"contentType\":\"application/vnd.mathworks.matlab.code.document+xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\"?\u003e\u003cw:document xmlns:w=\\\"http://schemas.openxmlformats.org/wordprocessingml/2006/main\\\"\u003e\u003cw:body\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:customXml w:element=\\\"image\\\"\u003e\u003cw:customXmlPr\u003e\u003cw:attr w:name=\\\"height\\\" w:val=\\\"140\\\"/\u003e\u003cw:attr w:name=\\\"width\\\" w:val=\\\"200\\\"/\u003e\u003cw:attr w:name=\\\"verticalAlign\\\" w:val=\\\"baseline\\\"/\u003e\u003cw:attr w:name=\\\"altText\\\" w:val=\\\"\\\"/\u003e\u003cw:attr w:name=\\\"relationshipId\\\" w:val=\\\"rId1\\\"/\u003e\u003c/w:customXmlPr\u003e\u003c/w:customXml\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eGiven a matrix of ones and zeros, you must determine if there are any doughnuts present (would Homer Simpson like it?). A doughnut is a \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"\\\"\u003e\u003cw:r\u003e\u003cw:t\u003e4-connected region\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e of ones completely enclosing a 4-connected region of zeros. You can assume that any regions of ones are either blobs (or\u003c/w:t\u003e\u003c/w:r\u003e\u003cw:r\u003e\u003cw:t\u003e \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"\\\"\u003e\u003cw:r\u003e\u003cw:t\u003egenus 0\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e) or doughnuts (genus 1). Thus if you find any hole in a region of ones, it is a doughnut. Also, there are no nested doughnuts.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eReturn true if any doughnuts are present, otherwise false.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eExamples:\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThis is a doughnut:\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"code\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003e\u003c![CDATA[ 1 1 1\\n 1 0 1 \\n 1 1 1]]\u003e\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eHere is another doughnut:\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"code\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003e\u003c![CDATA[ 0 0 0 1 1 1\\n 0 1 1 1 0 1\\n 0 0 1 0 0 1\\n 0 0 1 1 1 1]]\u003e\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThis is not a doughnut:\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"code\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003e\u003c![CDATA[ 0 1 0\\n 1 0 1\\n 0 1 0]]\u003e\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003ebecause the ones are not 4-connected and so can't surround 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