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% MTIMES_STACK Extension of @mtimes function for stacked images and GPU
%
% C = mtimes_stack(A,B)
% returns the propagated wavefield
% Inputs:
% **A first matrix
% **B second matrix
% *returns*
% ++C product matrix
%
%*-----------------------------------------------------------------------*
%|                                                                       |
%|  Except where otherwise noted, this work is licensed under a          |
%|  Creative Commons Attribution-NonCommercial-ShareAlike 4.0            |
%|  International (CC BY-NC-SA 4.0) license.                             |
%|                                                                       |
%|  Copyright (c) 2017 by Paul Scherrer Institute (http://www.psi.ch)    |
%|                                                                       |
%|      Author: CXS group, PSI  |
%*-----------------------------------------------------------------------*
% You may use this code with the following provisions:
%
% If the code is fully or partially redistributed, or rewritten in another
% computing language this notice should be included in the redistribution.
%
% If this code, or subfunctions or parts of it, is used for research in a
% publication or if it is fully or partially rewritten for another
% computing language the authors and institution should be acknowledged
% in written form in the publication: Data processing was carried out
% using the cSAXS matlab package developed by the CXS group,
% Paul Scherrer Institut, Switzerland.
% Variations on the latter text can be incorporated upon discussion with
% the CXS group if needed to more specifically reflect the use of the package
% for the published work.
%
% A publication that focuses on describing features, or parameters, that
% are already existing in the code should be first discussed with the
% authors.
%
% This code and subroutines are part of a continuous development, they
% are provided as they are without guarantees or liability on part
% of PSI or the authors. It is the user responsibility to ensure its
% proper use and the correctness of the results.
function C = mtimes_stack(A,B)
if isa(A, 'gpuArray') || isa(B, 'gpuArray')
C = pagefun(@mtimes, A,B);
return
end
% CPU code
if ismatrix(A) && ismatrix(B)
C = mtimes(A,B);
elseif ismatrix(A) && ndims(B) == 3
Np = size(B);
C = reshape(A*reshape(B,Np(1),[]), Np);
elseif ndims(A) == 3 && ismatrix(B)
Np = size(A);
fdims = 1:ndims(A);
fdims(1:2) = [2,1];
C = permute(reshape(B*reshape(permute(A,fdims),Np(2),[]),Np(fdims)),fdims);
else
C = zeros(size(A,1), size(B,2), size(B,3), 'like', A);
for ii = 1:size(B,3)
C(:,:,ii) = A(:,:,ii) * B(:,:,ii);
end
end
end