Histogram matching of two colored images in matlab
Anyone knows how to perform RGB histogram matching on two colored images?
for example this is an image to be re-mapped:
and this is a target image
Then the RGB remapped image look like this
here is what I did so far, in this code I took two color images im1
and im2
I took the im1
which is the one that has to be remapped then broke it up into
its colors then I took each color of im1 and used histeq
to match their histograms to
each color in im2
.
I don't know how to reconstruct the re-mapped image from the colors I matched, any help please that would be nice??:
im1 = imread('Atlas-Mer.png');
im2 = imread('techno-trs.png');
Red1 = im1(:, :, 1);
Green1 = im1(:, :, 2);
Blue1 = im1(:, :, 3);
.
.
.
Red2 = im2(:, :, 1);
Green2 = im2(:, :, 2);
Blue2 = im2(:, :, 3);
red2n = histeq(Re开发者_StackOverflow中文版d2,HnRed1);
green2n = histeq(Green2,HnGreen1);
blue2n = histeq(Blue2,HnBlue1);
Well it's been months since the original question was posted but I think everyone can use an alternative approach to what was suggested: the following code puts the three color channels into one RGB image:
rgb_out = cat(3, red2n, green2n, blue2n);
You can just do:
im2(:, :, 1) = red2n;
etc.
Matlab now has a built-in function in the Image Processing Toolbox to do this: http://www.mathworks.com/help/images/ref/imhistmatch.html
But if you have an older version of Matlab (I have 2010b and it does not include imhistmatch.m), this is function that does classic histogram matching: https://www.mathworks.com/matlabcentral/fileexchange/27396-matchhistograms
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