Clear Filters
Clear Filters

Why the entropy variable stores the same values of all pictures?

1 view (last 30 days)
Hi all,
I have a code of matlab works on multiple pictures to calculate grey level co-occurrence matrix for each picture , but when i calculated the entropy vlaues , the vlaues are the same for all pictures .I want to know why this problem .
my code is bleow :
folder='C:\Users\Administrator.1-50-185\Desktop\photos';
I=dir(fullfile(folder,'*.jpg'));
for k=1:numel(I)
filename=fullfile(folder,I(k).name);
I2{k}=rgb2gray(imread(filename));
end
for r=1:numel(I)
[px,py]=size(I2{r});
cr=27;
x_start=(px-cr)/2;
x_stop=x_start+cr;
y_start=(py-cr)/2;
y_stop=y_start+cr;
I3{r}= I2{r}(x_start:x_stop,y_start:y_stop,:);
end
for g=1:numel(I)
for m=1:4
switch(m)
case 1
glcm_matrix{g,m}=graycomatrix(I3{g},'Offset',[0 1]);
stats{g,m}=graycoprops(glcm_matrix{g,m},{'contrast','homogeneity','energy','correlation'});
t{g,m}=struct2table(stats{g,m});
sum1=sum(sum(glcm_matrix{g,m}));
entropy1=0;
dissimilarity1=0;
for i=1:8
for j=1:8
if(glcm_matrix{g,m}([i],[j])~=0)
entropy1=entropy1+(-(glcm_matrix{g,m}([i],[j]).*(log(glcm_matrix{g,m}([i],[j])))));
dissimilarity1=dissimilarity1+(abs(i-j).*glcm_matrix{g,m}([i],[j])/sum1);
end
end
end
case 2
glcm_matrix{g,m}=graycomatrix(I3{g},'Offset',[-1 1]);
stats{g,m}=graycoprops(glcm_matrix{g,m},{'contrast','homogeneity','energy','correlation'});
t{g,m}=struct2table(stats{g,m});
sum2=sum(sum(glcm_matrix{g,m}));
entropy2=0;
dissimilarity2=0;
for a=1:8
for b=1:8
if(glcm_matrix{g,m}([a],[b])~=0)
entropy2=entropy2-(glcm_matrix{g,m}([a],[b]).*(log(glcm_matrix{g,m}([a],[b]))));
dissimilarity2=dissimilarity2+(abs(a-b).*glcm_matrix{g,m}([a],[b])/sum2);
end
end
end
case 3
glcm_matrix{g,m}=graycomatrix(I3{g},'Offset',[-1 0]);
stats{g,m}=graycoprops(glcm_matrix{g,m},{'contrast','homogeneity','energy','correlation'});
t{g,m}=struct2table(stats{g,m});
sum3=sum(sum(glcm_matrix{g,m}));
entropy3=0;
dissimilarity3=0;
for c=1:8
for d=1:8
if(glcm_matrix{g,m}([c],[d])~=0)
entropy3=entropy3-(glcm_matrix{g,m}([c],[d]).*(log(glcm_matrix{g,m}([c],[d]))));
dissimilarity3=dissimilarity3+(abs(c-d).*glcm_matrix{g,m}([c],[d])/sum3);
end
end
end
case 4
glcm_matrix{g,m}=graycomatrix(I3{g},'Offset',[-1 -1]);
stats{g,m}=graycoprops(glcm_matrix{g,m},{'contrast','homogeneity','energy','correlation'});
t{g,m}=struct2table(stats{g,m});
sum4=sum(sum(glcm_matrix{g,m}));
entropy4=0;
dissimilarity4=0;
for e=1:8
for f=1:8
if(glcm_matrix{g,m}([e],[f])~=0)
entropy4=entropy4-(glcm_matrix{g,m}([e],[f]).*(log(glcm_matrix{g,m}([e],[f]))));
dissimilarity4=dissimilarity4+(abs(e-f).*glcm_matrix{g,m}([e],[f])/sum4);
end
end
end
end
end
end
excelfilename='chall.xlsx';
for sheet=1:7366
for s=1:4
switch(s)
case 1
xlswrite(excelfilename,glcm_matrix{sheet,s},sheet+2649,'A1:H8');
writetable(t{sheet,s},'chall.xlsx','sheet',sheet+2649,'Range','J1:M2');
col_header={'entropy'};
xlswrite(excelfilename,col_header,sheet+2649,'N1');
xlswrite(excelfilename,entropy1,sheet+2649,'N2');
col_header={'dissimilarity'};
xlswrite(excelfilename,col_header,sheet+2649,'O1');
xlswrite(excelfilename,dissimilarity1,sheet+2649,'O2');
case 2
xlswrite(excelfilename,glcm_matrix{sheet,s},sheet+2649,'A10:H17');
writetable(t{sheet,s},'chall.xlsx','sheet',sheet+2649,'Range','J10:M11');
col_header={'entropy'};
xlswrite(excelfilename,col_header,sheet+2649,'N10');
xlswrite(excelfilename,entropy2,sheet+2649,'N11');
col_header={'dissimilarity'};
xlswrite(excelfilename,col_header,sheet+2649,'O10');
xlswrite(excelfilename,dissimilarity2,sheet+2649,'O11');
case 3
xlswrite(excelfilename,glcm_matrix{sheet,s},sheet+2649,'A19:H26');
writetable(t{sheet,s},'chall.xlsx','sheet',sheet+2649,'Range','J19:M20');
col_header={'entropy'};
xlswrite(excelfilename,col_header,sheet+2649,'N19');
xlswrite(excelfilename,entropy3,sheet+2649,'N20');
col_header={'dissimilarity'};
xlswrite(excelfilename,col_header,sheet+2649,'O19');
xlswrite(excelfilename,dissimilarity3,sheet+2649,'O20');
case 4
xlswrite(excelfilename,glcm_matrix{sheet,s},sheet+2649,'A28:H35');
writetable(t{sheet,s},'chall.xlsx','sheet',sheet+2649,'Range','J28:M29');
col_header={'entropy'};
xlswrite(excelfilename,col_header,sheet+2649,'N28');
xlswrite(excelfilename,entropy4,sheet+2649,'N29');
col_header={'dissimilarity'};
xlswrite(excelfilename,col_header,sheet+2649,'O28');
xlswrite(excelfilename,dissimilarity4,sheet+2649,'O29');
end
end
end

Answers (0)

Categories

Find more on Language Support in Help Center and File Exchange

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!