Enhancing Image with Histogram Matching and Median Filter

1 visualización (últimos 30 días)
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 1.jpg and I'm expecting the result is similar to this Test.png instead of in the code. I am wondering what is missing. Thank you.
  2 comentarios
Image Analyst
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.
Qvna Lhyvnav
Qvna Lhyvnav el 23 de Feb. de 2020
Thank you for the answer before. I already added the grayscale image with the built-in function image and I got the expected result.

Iniciar sesión para comentar.

Respuesta aceptada

KALYAN ACHARJYA
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.
  1 comentario
Qvna Lhyvnav
Qvna Lhyvnav el 23 de Feb. de 2020
Histogram Matching:
Yes.
Median Filter:
Yes, it is but I used it after added the grayscale image with the histogram matching image and I got the expected result.

Iniciar sesión para comentar.

Más respuestas (0)

Community Treasure Hunt

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

Start Hunting!

Translated by