Deconvolution and image brightness

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Kajimusugura Hoshino
Kajimusugura Hoshino am 4 Dez. 2020
Kommentiert: Pratyush Roy am 22 Dez. 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 Kommentare
Kajimusugura Hoshino
Kajimusugura Hoshino am 4 Dez. 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 am 22 Dez. 2020
It will be extremely helpful, if you can provide the full code so that I can reproduce every step from my end.

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