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authorDaniel M. Pelt <D.M.Pelt@cwi.nl>2015-02-24 12:35:45 +0100
committerDaniel M. Pelt <D.M.Pelt@cwi.nl>2015-02-24 12:35:45 +0100
commit3cae1d138c53a3fd042de3d2c9d9a07cf0650e0f (patch)
tree72f1bf197b33cfb64f259089830910a9754e5893 /samples/s009_projection_matrix.m
parente212ab0d4f84adafa0a2fe11f5e16f856504769a (diff)
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Added Python interface
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-% -----------------------------------------------------------------------
-% This file is part of the ASTRA Toolbox
-%
-% Copyright: 2010-2015, iMinds-Vision Lab, University of Antwerp
-% 2014-2015, CWI, Amsterdam
-% License: Open Source under GPLv3
-% Contact: astra@uantwerpen.be
-% Website: http://sf.net/projects/astra-toolbox
-% -----------------------------------------------------------------------
-
-vol_geom = astra_create_vol_geom(256, 256);
-proj_geom = astra_create_proj_geom('parallel', 1.0, 384, linspace2(0,pi,180));
-
-% For CPU-based algorithms, a "projector" object specifies the projection
-% model used. In this case, we use the "strip" model.
-proj_id = astra_create_projector('strip', proj_geom, vol_geom);
-
-% Generate the projection matrix for this projection model.
-% This creates a matrix W where entry w_{i,j} corresponds to the
-% contribution of volume element j to detector element i.
-matrix_id = astra_mex_projector('matrix', proj_id);
-
-% Get the projection matrix as a Matlab sparse matrix.
-W = astra_mex_matrix('get', matrix_id);
-
-
-% Manually use this projection matrix to do a projection:
-P = phantom(256)';
-s = W * P(:);
-s = reshape(s, [proj_geom.DetectorCount size(proj_geom.ProjectionAngles, 2)])';
-figure(1), imshow(s,[]);
-
-% Because Matlab's matrices are stored transposed in memory compared to C++,
-% reshaping them to a vector doesn't give the right ordering for multiplication
-% with W. We have to take the transpose of the input and output to get the same
-% results (up to numerical noise) as using the toolbox directly.
-
-% Each row of the projection matrix corresponds to a detector element.
-% Detector t for angle p is for row 1 + t + p*proj_geom.DetectorCount.
-% Each column corresponds to a volume pixel.
-% Pixel (x,y) corresponds to column 1 + x + y*vol_geom.GridColCount.
-
-
-astra_mex_projector('delete', proj_id);
-astra_mex_matrix('delete', matrix_id);