Converting a 3D Matrix to multiple 2D matrices
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Aldo Hernandez
am 17 Jan. 2021
Bearbeitet: Bruno Luong
am 17 Jan. 2021
I have a 3D matrix, 1000 x 1000 x 40
I want to convert this matrix to 40 different matrices, 1000 x 1000 each. I suppose I am asking for the inverse of repmat, however searches into that have not led to progress.
Any help is appreciated.
2 Kommentare
Athrey Ranjith Krishnanunni
am 17 Jan. 2021
Bearbeitet: Athrey Ranjith Krishnanunni
am 17 Jan. 2021
Something like this?
largeMatrix = randn(1000,1000,40);
smallMatrixArray = cell(40,1);
for iOuterDim = 1:40
smallMatrixArray{iOuterDim} = largeMatrix(:,:,iOuterDim);
end
Steven Lord
am 17 Jan. 2021
I want to convert this matrix to 40 different matrices
Why? What benefit do you hope to gain by doing that instead of indexing into the array to retrieve the appropriate slice when needed?
A = reshape(1:(3*4*5), [3 4 5]);
A4 = A(:, :, 4)
What happens when or if you expand your problem sizes to an array of size 10000 in the third dimension? Your workspace would become awfully cluttered with ten thousand and one arrays in it.
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Bruno Luong
am 17 Jan. 2021
Bearbeitet: Bruno Luong
am 17 Jan. 2021
Assuming A is array 1000 x 1000 x 40
C = num2cell(A,[1 2]);
2 Kommentare
Athrey Ranjith Krishnanunni
am 17 Jan. 2021
You'll have to write
C = shiftdim(num2cell(A,[1 2]));
to get rid of the leading singleton dimensions, though.
Bruno Luong
am 17 Jan. 2021
Well it is nicer but it is not requirement by OP.
C{k} still give the the kth matrix as requested.
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