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Asked by Ahmed almansory
on 28 May 2013

The basic idea is to divide an image into non-overlapping blocks and then convert each Block to column vector to become a column in the resulting matrix The problem is: 1 - When you change the size of the block gives an error. 2 - Is it possible to replace loop statements with other statements which can reduce the overhead computation in program. *********

clc; % Clear the command window. close all; % Close all figures (except those of imtool.) workspace; % Make sure the workspace panel is showing. fontSize = 20; % Read the image from disk. m = imread('cameraman.tif'); [rows columns ] = size(m); %prompt the user to input the size of rows & colums in block prompt = {'Enter block row size:','Enter block column size:'}; dlg_title = 'Input size of the block'; num_lines = 1; def = {'8','8'}; answer = inputdlg(prompt,dlg_title,num_lines,def); [val status] = str2num(answer{1}); %assign the user values to another variables blockrow=val; blockcolumn=val; wholeBlockRows = floor(rows / blockrow); blockVectorR = [blockrow * ones(1, wholeBlockRows), rem(rows, blockrow)]; wholeBlockCols = floor(columns / blockcolumn); blockVectorC = [blockcolumn * ones(1, wholeBlockCols), rem(columns, blockcolumn)]; %convert the image into blocks mCell = mat2cell(m, blockVectorR, blockVectorC);%now mCell contain all blocks %convert each block to column vector then put the column vector as a column in new matrix n t=1; for i=1:rows/blockrow for j=1:rows/blockrow thisBlock = mCell{i,j}; columnVector = thisBlock(:); n(:,t)=columnVector; t=t+1; end end

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Answer by David Sanchez
on 28 May 2013

Accepted answer

you should initialize your *n* matrix to perform the assignment.

David Sanchez
on 28 May 2013

t=1; n = zeros(val*val); for i=1:rows/blockrow for j=1:rows/blockrow thisBlock = mCell{i,j}; columnVector = thisBlock(:); n(:,t)=columnVector; t=t+1; end end

Answer by Image Analyst
on 28 May 2013

Don't worry about it. Seriously -- don't worry about it. You're taking the advice against for loops to ridiculous extremes. No for loop that only executes a few dozen times is going to be speeded up enough for you to notice. Old-timers have even seen cases where vectorization ends up slower than for loops. If you want to improve your code your time would be better spent adding comments.

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