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% IMSHIFT_FFT_AX will apply subpixel shift that can be different for each
% frame along one dimension only
% If apply_fft == false, then images will be assumed to be in fourier space
%
% Inputs:
% **img - inputs ndim array to be shifted along ax-th dimension
% **ax - axis along which the array will be shifted
% **shift - Nx1 vector of shifts, positive direction is up
% **apply_fft = false - if the img is already after fft, default is false
% *returns*:
% ++img - shifted image / volume
%*-----------------------------------------------------------------------*
%|                                                                       |
%|  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 img = imshift_fft_ax(img, shift, ax, apply_fft)
if nargin < 4
apply_fft = true;
end
if all(shift == 0)
return
end
isReal = isreal(img);
Npix = size(img);
if ndims(img) == 3
Np = [1,1,Npix(3)];
else
Np = Npix;
Np(ax) = 1;
end
Ng = ones(1,3);
if ax > ndims(img)
Npix(ax) = 1;
end
Ng(ax) = Npix(ax);
if isscalar(shift)
shift = shift .* ones(Np);
end
grid = ifftshift(-fix(Npix(ax)/2):ceil(Npix(ax)/2)-1)/Npix(ax);
X = bsxfun(@times, reshape(shift,Np), reshape(grid,Ng));
X = exp((-2i*pi)*X);
if apply_fft
img = math.fft_partial(img, ax, 1+mod(ax, ndims(img)) );
end
img = bsxfun(@times, img,X);
if apply_fft
img = math.ifft_partial(img, ax, 1+mod(ax, ndims(img)) );
end
if isReal
img = real(img);
end
end