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I need to create a 3 by 3 window and calculate mean within the window. This window is to move through the image. How can I do it?

Asked by Sibin Prasad on 6 Apr 2017
Latest activity Commented on by Sibin Prasad on 9 Apr 2017
I am new to MATLAB. This is what I have done. I got this from here and there online. Is there an efficient way of doin it?
Thank you
for i = side:p
for j = side:q
nhood_ctr = [i j];
nhood = im3((nhood_ctr(1)-floor(side/2)):(nhood_ctr(1)+floor(side/2)),(nhood_ctr(2)-floor(side/2)):(nhood_ctr(2)+floor(side/2)));
%size(nhood)
avg(i,j) = mean(mean(nhood));
sum = 0;
for k = (nhood_ctr(1)-floor(side/2)):(nhood_ctr(1)+floor(side/2))%i-2:i+2
for l = (nhood_ctr(2)-floor(side/2)):(nhood_ctr(2)+floor(side/2))%j-2:j+2
x = im3(k,l)- avg(i,j);
sum = sum + x*x;
end
end
igvm(i,j) = sum;
end
end

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1 Answer

Answer by Joseph Cheng
on 6 Apr 2017

I would take a look at the conv() and conv2() function. you would use something like [1 1 1;1 1 1;1 1 1]/9 to get mean. and then probably select 'same' or valid depending on how you want to treat the edges of the image

  2 Comments

kernel = [1 1 1;1 1 1;1 1 1]/9 ;
averageImage = conv2(double(grayImage), kernel, 'same');
imshow(averageImage, []);
Thank you Joseph Cheng. I think your answer might have worked. But I need do to the following (below image). So can you tell me how to the step 2. I think the idea you have provided me is enough for step 1. How can I do step 2 also. Thank You.

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