from
IMAGE COMPRESSION USING LBG ALGORITHM
by AARATHY M
Vector Quantization (VQ), a well-known compression technique, which has been widely used ...
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| [y]=testlvq1(x)
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function [y]=testlvq1(x)
tic; %start watch
global para;
s=para.s(1);
x=double(x);
%preprocess---------------------
rn=size(x,1);
cn=size(x,2);
rem1=mod(rn, s);
rem2= mod(cn,s);
rn=rn-rem1;
cn=cn-rem2;
x=x(1:rn,1:cn);
%--------------------------------
x1=im2col(x,[s s],'distinct');
x1=x1';
%compress and decompress
for i=1:1
if(i==1)
v=imread('codebook.bmp');
s1='Reconstructed';
else
% s1='Reconstructed- proposed';
% v=imread('codebookp.bmp');
end
c=size(v,1);
yc=lvqcode(x,v);
yp=lvqdecode(yc,v);
%------------------------
if(i==1)
y=yp;
end
y=uint8(yp);
end
toc; % stop watch
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