Matrix convolution only on some elements
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KRISTIAN MARCON
on 5 Sep 2022
Commented: KRISTIAN MARCON
on 6 Sep 2022
Hi, I'm a junior with matlab experience. I tried to search whatever like my problem on internet without find any answer. I have to do a convolution on a matrix A using conv2 but only if the central element (overlaped on the mask) is 1
For example
A=[ 1 0 1 0 ; 0 1 0 0 ; 1 0 0 0 ; 0 1 0 0]
F=[1 1 1; 1 0 1; 1 1 1]
The convolution conv2(A,F,'same') have to been made only if the central element is 1 (like 1', 3', 5',... elements) skipping the convolution if is 0. Obvious i can accept any other functions like conv2 to do the convolution. Thanks if everybody can help me
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Accepted Answer
Image Analyst
on 5 Sep 2022
Try this:
A=[ 1 0 1 0 ; 0 1 0 0 ; 1 0 0 0 ; 0 1 0 0]
F=[1 1 1; 1 0 1; 1 1 1]
% Do the complete convolution.
AF = conv2(A, F, 'same')
% Since we want the convolution ONLY where A == 1,
% we can replace ONLY those places with AF
Aout = A; % Initialize
mask = A == 1
Aout(mask) = AF(mask) % Replace with AF but only where A is 1.
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