manipulating each pixel in an image sequence
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Hi,
I have an image sequence of about 40 frames. I have some noise and out of plane motion in this sequence. I would like to look at each pixel in the 2D image over these 40 frames . How do I do that? How do I manipulate (reduce noise) and also draw information from each pixel (get FFT of the pixel over 40 frames).
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Walter Roberson
le 16 Mar 2022
k = 3;
dim = 3;
filtered_sequence = movmedian(ImageSequence, k, dim);
fft_of_sequence = fft(ImageSequence, [], dim); %fft over third dimension
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yanqi liu
le 17 Mar 2022
yes,sir,may be use loop to process,such as
for i = 1 : 40
im = imread(fullfile(pwd, 'images', sprintf('%02d.jpg')));
for j = 1 : size(im, 3)
im2(:,:,j) = medfilt2(im(:,:,i));
end
im3 = mat2gray(log(abs(fft2(double(im2(:,:,1))))+eps));
figure(i);
subplot(1,3,1); imshow(im, []); title(sprintf('origin image %02d', i));
subplot(1,3,2); imshow(im2, []); title(sprintf('medfilt denoise image %02d', i));
subplot(1,3,3); imshow(im3, []); title(sprintf('fft image %02d', i));
end
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