Low pass filter for image

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Dominik Deml
Dominik Deml am 24 Jun. 2023
Kommentiert: Image Analyst am 25 Jun. 2023
I want to create a lowpass filter (circle!) for an 110 x 160 pixel image.
The cut-off frequency should be 0.13/pixel.
What I tried so far:
bricks = im2double(imread("bricks.jpg"));
y1 = fft2(bricks);
[N, M] = size(bricks);
u = -1/2:1/M:1/2-1/M;
v = -1/2:1/N:1/2-1/N;
[U, V] = meshgrid(u, v);
d = U.*U/(0.13*0.13) + V.*V/(0.13*0.13);
mask = d <= 1;
yt1 = fftshift(y1);
yt1 = yt1.*mask;
low_filtered_image = ifft2(ifftshift(yt1), 'symmetric');
The spectrum of my filter and the filtered spectrum look like this:
That gives me the following result for my lowpass filtered image:
But I am not sure if this is correct.

Antworten (1)

Image Analyst
Image Analyst am 24 Jun. 2023
Use fft2, then zero out anything beyond 0.13. I'll leave it to you to figure out what index that is in the spectral image.
This looks like a homework problem. If you have any questions ask your instructor or read the link below to get started:
Obviously we can't give you the full solution because you're not allowed to turn in our code as your own.
  4 Kommentare
Dominik Deml
Dominik Deml am 25 Jun. 2023
Bearbeitet: Dominik Deml am 25 Jun. 2023
I know that this is the frequency image. Anyway, I found this post https://stackoverflow.com/questions/64036198/matlab-how-to-apply-low-pass-and-high-pass-filters-using-fft2-and-fftshift . But this does not solve my problem because 0.13 is too low.
Image Analyst
Image Analyst am 25 Jun. 2023
Then use a higher value so that less of the spectral image is erased. See attached demos.

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