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Construct a 2D matrix whose each element is the maximum among the receptive elements of multiple 2D matrices constructed by a 3D matrix.

1 次查看(过去 30 天)
The best way to explain what I'm trying to do is with an example. Say I have the following 2*2*3 matrix.
A(:,:,1) =
10 20
20 30
A(:,:,2) =
100 5
10 50
A(:,:,3) =
170 10
100 12
I want to construct a new 2D matrix (call is Amax) whose every (ith,jth) element is the maximum among the 2D matrices' elements of the original 3D matrix. For the above example, the new matrix Amax should be
Amax =
170 20
100 50
Also, I need to know which 3rd dimension of the original 3D matrix the elements in Amax came from. So I need a second 2D matrix (call is INDEX) whose elements are the 3rd dimension of the original 3D matrix. For the above example, the new matrix INDEX should be
INDEX =
3 1
3 2
I don't what to use for loops, as the size of my 3D matrix is large. I need to vectorize the above operation.
thank you in advanced Ahmad

回答(1 个)

Roger Stafford
Roger Stafford 2016-2-22
编辑:Roger Stafford 2016-2-22
[B,I] = max(A,[],3);
B gives the 2D matrix of maximums along the third dimension and I gives the corresponding 3rd dimension indices. Read
http://www.mathworks.com/help/matlab/ref/max.html

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