reshape many submatrices to form a new matrix
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I have got a 450 by 450 matrix. I need to reshape every 30 by 30 submatrix to become a 1 by 900 matrix. Therefore, there are 225 1 by 900 matrices. Then I have to group those 225 matrices to become a 225 by 900 matrix. At this moment I have got something like this to extract every 30 by 30 matrices.
for i=1:30:450
for j =1:30:450
G= m((i:i+29),(j:j+29));
end
end
But I have no ideas how to reshape those matrices to become 1 by 900 matrices to form a 225 by 900 matrix. Hope somebody can help, thank you.
1 Comment
Azzi Abdelmalek
on 14 Dec 2013
Edited: Azzi Abdelmalek
on 14 Dec 2013
Your code doesn't work. And you have to precise the order of your sub matrices (horizontal or vertical)
Accepted Answer
More Answers (1)
Andrei Bobrov
on 15 Dec 2013
Edited: Andrei Bobrov
on 15 Dec 2013
s1 = size(A);
s2 = [30 30];
m = s1./s2;
p1 = reshape(A,s2(1),m(1),s2(2),[]);
p2 = permute(p1,[1 3 4 2]);
out = reshape(p2,prod(s1),[])';
or with bsxfun
s = size(A);
m = [30 30];
k = bsxfun(@plus,(0:m(1)-1)',(0:m(2)-1)*s(1));
l = bsxfun(@plus,(1:m(1):s(1))',(0:m(2):s(2)-1)*s(1))';
out = A(bsxfun(@plus,l(:),k(:)'));
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