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Diffstat (limited to 'samples/s016_plots.m')
-rw-r--r-- | samples/s016_plots.m | 54 |
1 files changed, 54 insertions, 0 deletions
diff --git a/samples/s016_plots.m b/samples/s016_plots.m new file mode 100644 index 0000000..1eeca58 --- /dev/null +++ b/samples/s016_plots.m @@ -0,0 +1,54 @@ +%------------------------------------------------------------------------ +% This file is part of the +% All Scale Tomographic Reconstruction Antwerp Toolbox ("ASTRA-Toolbox") +% +% Copyright: iMinds-Vision Lab, University of Antwerp +% License: Open Source under GPLv3 +% Contact: mailto:astra@ua.ac.be +% Website: http://astra.ua.ac.be +%------------------------------------------------------------------------ + +vol_geom = astra_create_vol_geom(256, 256); +proj_geom = astra_create_proj_geom('parallel', 1.0, 384, linspace2(0,pi,180)); + +% As before, create a sinogram from a phantom +P = phantom(256); +[sinogram_id, sinogram] = astra_create_sino_gpu(P, proj_geom, vol_geom); +figure(1); imshow(P, []); +figure(2); imshow(sinogram, []); + +% Create a data object for the reconstruction +rec_id = astra_mex_data2d('create', '-vol', vol_geom); + +% Set up the parameters for a reconstruction algorithm using the GPU +cfg = astra_struct('SIRT_CUDA'); +cfg.ReconstructionDataId = rec_id; +cfg.ProjectionDataId = sinogram_id; + +% Create the algorithm object from the configuration structure +alg_id = astra_mex_algorithm('create', cfg); + +% Run 1500 iterations of the algorithm one at a time, keeping track of errors +nIters = 1500; +phantom_error = zeros(1, nIters); +residual_error = zeros(1, nIters); +for i = 1:nIters; + % Run a single iteration + astra_mex_algorithm('iterate', alg_id, 1); + + residual_error(i) = astra_mex_algorithm('get_res_norm', alg_id); + rec = astra_mex_data2d('get', rec_id); + phantom_error(i) = sqrt(sumsqr(rec - P)); +end + +% Get the result +rec = astra_mex_data2d('get', rec_id); +figure(3); imshow(rec, []); + +figure(4); plot(residual_error) +figure(5); plot(phantom_error) + +% Clean up. +astra_mex_algorithm('delete', alg_id); +astra_mex_data2d('delete', rec_id); +astra_mex_data2d('delete', sinogram_id); |