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October 1, 2013 18:46
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[Matlab] im2projection: creates a sum or mean projection of the input image.
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function out_img = img2projection( img, param ) | |
% IM2GPROJECTION creates a sum or mean projection of the input image | |
% | |
% Input: | |
% img = a 3D binary or realvalued image. | |
% param = struct with a 'method' field that can be set | |
% to 'mean' if a mean value projection is desired | |
% Output: | |
% out_img = a 2D image that contains a projection | |
% in each dimension of the original image | |
% Author: Yue Yu and Ivan Cao-Berg | |
% Created: Summer 2012 | |
% | |
% Copyright (C) 2012-2013 Murphy Lab | |
% Lane Center for Computational Biology | |
% School of Computer Science | |
% Carnegie Mellon University | |
% | |
% This program is free software; you can redistribute it and/or modify | |
% it under the terms of the GNU General Public License as published | |
% by the Free Software Foundation; either version 2 of the License, | |
% or (at your option) any later version. | |
% | |
% This program is distributed in the hope that it will be useful, but | |
% WITHOUT ANY WARRANTY; without even the implied warranty of | |
% MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU | |
% General Public License for more details. | |
% | |
% You should have received a copy of the GNU General Public License | |
% along with this program; if not, write to the Free Software | |
% Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA | |
% 02110-1301, USA. | |
% | |
% For additional information visit http://murphylab.web.cmu.edu or | |
% send email to murphy@cmu.edu | |
if nargin == 1 | |
param.method = 'mean'; | |
end | |
out_img = []; | |
if isempty( img ) | |
warning( 'Input argument image is empty' ); | |
return | |
end | |
try | |
[m,n,q] = size(img); | |
out_img = zeros((m+q),(q+n)); | |
if strcmpi( param.method, 'sum' ) | |
sumq = sum(img,3); | |
summ = squeeze(sum(img,1)); | |
sumn = squeeze(sum(img,2)); | |
out_img(1:m,q+1:end) = sumq; | |
out_img(1:m,1:q) = sumn; | |
out_img(m+1:end,q+1:end) = flipud(summ'); | |
elseif strcmpi( param.method, 'mean' ) | |
sumq = mean(img,3); | |
summ = squeeze(mean(img,1)); | |
sumn = squeeze(mean(img,2)); | |
out_img(1:m,q+1:end) = sumq; | |
out_img(1:m,1:q) = sumn; | |
out_img(m+1:end,q+1:end) = flipud(summ'); | |
else | |
out_img = []; | |
warning('Unknown method'); | |
end | |
catch | |
out_img = []; | |
warning('Unable to make projections'); | |
return | |
end |
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