Deconvolution and image brightness

1 view (last 30 days)
Kajimusugura Hoshino
Kajimusugura Hoshino on 4 Dec 2020
Commented: Pratyush Roy on 22 Dec 2020
So this is the original image:
Adding noise to the image:
noise_variance = 0.05;
noise_blur_img = imnoise(blurred_test_img1,"gaussian",0,noise_variance);
and this is the restored image using deconvwnr:
imden = wdenoise2(noise_blur_img, 9);
signal_variance = var(dimg_test1(:));
NSR1 = (noise_variance)/(signal_variance);
img_restored2 = deconvwnr(imden, PSF,NSR1); %PSF = fspecial('motion', 21, 5);
My question is: why is the restored image using deconvolution made the image's brightness go down ? And how can I fix it ?
P.S: I am still getting used to posting quetions on Matlab so I apologize if the formatting is wrong.
EDIT: I have attached the original image and the code with which I added noise and blur.
  3 Comments
Kajimusugura Hoshino
Kajimusugura Hoshino on 4 Dec 2020
Hello,
Thank you for the quick response! I have edited my question posting and attached the orignal picture on which I performed blurring and noise addition.
Thank you so much once again. Please let me know if there is more information I could be providing.
Pratyush Roy
Pratyush Roy on 22 Dec 2020
It will be extremely helpful, if you can provide the full code so that I can reproduce every step from my end.

Sign in to comment.

Answers (0)

Community Treasure Hunt

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

Start Hunting!