BBHE Code not working on Color Images
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a=imread('C:\Users\Ritu\Documents\dez\bot.png');
b = a(:,:,1);
imshow(b); figure, imhist(b); sz=size(b); o_mean = round(mean(b(:)));
h_l = zeros(256,1);
h_u = zeros(256,1);
for i = 1:sz(1)
for j = 1:sz(2)
g_val = b(i,j);
if(g_val<=o_mean)
h_l(g_val+1) = h_l(g_val+1) + 1;
else
h_u(g_val+1) = h_u(g_val+1) + 1;
end
end
end
disp(h_l)
disp(h_u)
%pdf
nh_l = h_l/sum(h_l);
nh_u = h_u/sum(h_u);
%cdf
hist_l_cdf = double(zeros(256,1));
hist_u_cdf = double(zeros(256,1));
hist_l_cdf(1) = nh_l(1);
hist_u_cdf(1) = nh_u(1);
for k = 2:o_mean
hist_l_cdf(k) = hist_l_cdf(k-1) + nh_l(k);
end
for k=2:256
hist_u_cdf(k) = hist_u_cdf(k-1) + nh_u(k);
end
equalized_img = zeros(sz);
range_l = [0 o_mean];
range_u = [(o_mean+1) 255];
for i =1:sz(1)
for j =1:sz(2)
g_val = b(i,j);
if(g_val<=o_mean)
equalized_img(i,j) = range_l(1) + round(((range_l(2)-range_l(1))*hist_l_cdf(g_val+1)));
else
equalized_img(i,j) = range_u(1) + round(((range_u(2)-range_u(1))*hist_u_cdf(g_val+1)));
end
end
end
o=mat2gray(equalized_img);
figure, imshow(o);
figure, imhist(o);
3 commentaires
CSE
le 26 Mar 2014
CSE
le 27 Mar 2014
pankaj swaroop
le 28 Mar 2017
Modifié(e) : pankaj swaroop
le 28 Mar 2017
To run it on rgb. Follow this
1. Save the above code with name BBHE and first line:
function BBHE(a)
2. Then run these line to get output image which would improve the contrast of rgb image
out1=BBHE(a(:,:,1));
out2=BBHE(a(:,:,2));
out3=BBHE(a(:,:,3));
figure
imshow(cat(3,out1,out2,out3));
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