Enhancing Image with Histogram Matching and Median Filter
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Qvna Lhyvnav
el 24 de En. de 2020
Comentada: Qvna Lhyvnav
el 23 de Feb. de 2020
I want to enhance the MRI image by histogram matching and median filter, but the result is unexpected with this code:
% Grayscaled Image
A = imread ('D:\TESIS\1.jpg');
B = rgb2gray(A);
% High Pass Filtered Image
h = fspecial('log', [3 3], 0.5);
C = imfilter (B,h);
% Enhanced Image
D = imhistmatch(B,C);
E = medfilt2(D);
figure;
subplot(2,2,1), imshow(A); title('Original Image');
subplot(2,2,2), imshow(B); title('Grayscaled Image');
subplot(2,2,3), imshow(C); title('High Pass Filtered Image');
subplot(2,2,4), imshow(D); title('Enhanced Image');
My image is and I'm expecting the result is similar to this instead of in the code. I am wondering what is missing. Thank you.
2 comentarios
Image Analyst
el 24 de En. de 2020
Why don't you plot all three histograms (before, reference, and after) to see what they look like?
If you want an EXACT histogram match, see My File Exchange for code that does that much more exactly than the built-in function.
Respuesta aceptada
KALYAN ACHARJYA
el 24 de En. de 2020
Editada: KALYAN ACHARJYA
el 24 de En. de 2020
I want to enhance the MRI image by histogram matching and median filter
Histogram Matching:
Are you considering with target image?
Median filter:
A median filter use for signal smoothing, it may smooth the internal part, but I don't think it can generate the clear border view.
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