From 732a647d658230b682c6eaf3b61e3ea34af9cdbc Mon Sep 17 00:00:00 2001 From: Willem Jan Palenstijn Date: Fri, 15 May 2015 13:56:04 +0200 Subject: Create python sample for OpTomo --- samples/python/s017_OpTomo.py | 61 +++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 61 insertions(+) create mode 100644 samples/python/s017_OpTomo.py (limited to 'samples/python') diff --git a/samples/python/s017_OpTomo.py b/samples/python/s017_OpTomo.py new file mode 100644 index 0000000..967fa64 --- /dev/null +++ b/samples/python/s017_OpTomo.py @@ -0,0 +1,61 @@ +#----------------------------------------------------------------------- +#Copyright 2013 Centrum Wiskunde & Informatica, Amsterdam +# +#Author: Daniel M. Pelt +#Contact: D.M.Pelt@cwi.nl +#Website: http://dmpelt.github.io/pyastratoolbox/ +# +# +#This file is part of the Python interface to the +#All Scale Tomographic Reconstruction Antwerp Toolbox ("ASTRA Toolbox"). +# +#The Python interface to the ASTRA Toolbox 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 3 of the License, or +#(at your option) any later version. +# +#The Python interface to the ASTRA Toolbox 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 the Python interface to the ASTRA Toolbox. If not, see . +# +#----------------------------------------------------------------------- + +import astra +import numpy as np +import scipy.sparse.linalg + +vol_geom = astra.create_vol_geom(256, 256) +proj_geom = astra.create_proj_geom('parallel', 1.0, 384, np.linspace(0,np.pi,180,False)) + +# As before, create a sinogram from a phantom +import scipy.io +P = scipy.io.loadmat('phantom.mat')['phantom256'] +proj_id = astra.create_projector('cuda',proj_geom,vol_geom) + +# construct the OpTomo object +W = astra.OpTomo(proj_id) + +sinogram = W * P +sinogram = sinogram.reshape([180, 384]) + +import pylab +pylab.gray() +pylab.figure(1) +pylab.imshow(P) +pylab.figure(2) +pylab.imshow(sinogram) + +# Run the lsqr linear solver +output = scipy.sparse.linalg.lsqr(W, sinogram.flatten(), iter_lim=150) +rec = output[0].reshape([256, 256]) + +pylab.figure(3) +pylab.imshow(rec) +pylab.show() + +# Clean up. +astra.projector.delete(proj_id) -- cgit v1.2.3 From f5c3a7c07d834eabc4abb78834c952bbfcf0c906 Mon Sep 17 00:00:00 2001 From: "Daniel M. Pelt" Date: Tue, 26 May 2015 10:30:47 +0200 Subject: Fix Python samples for updated interface and old six versions --- samples/python/s005_3d_geometry.py | 6 +++++- samples/python/s016_plots.py | 10 +++++++--- 2 files changed, 12 insertions(+), 4 deletions(-) (limited to 'samples/python') diff --git a/samples/python/s005_3d_geometry.py b/samples/python/s005_3d_geometry.py index f43fc7e..a7f7a3d 100644 --- a/samples/python/s005_3d_geometry.py +++ b/samples/python/s005_3d_geometry.py @@ -24,7 +24,11 @@ # #----------------------------------------------------------------------- -from six.moves import range +try: + from six.moves import range +except ImportError: + # six 1.3.0 + from six.moves import xrange as range import astra import numpy as np diff --git a/samples/python/s016_plots.py b/samples/python/s016_plots.py index cd4d98c..8a8ba64 100644 --- a/samples/python/s016_plots.py +++ b/samples/python/s016_plots.py @@ -24,7 +24,11 @@ # #----------------------------------------------------------------------- -from six.moves import range +try: + from six.moves import range +except ImportError: + # six 1.3.0 + from six.moves import xrange as range import astra import numpy as np @@ -35,8 +39,8 @@ proj_geom = astra.create_proj_geom('parallel', 1.0, 384, np.linspace(0,np.pi,180 # As before, create a sinogram from a phantom import scipy.io P = scipy.io.loadmat('phantom.mat')['phantom256'] -proj_id = astra.create_projector('line',proj_geom,vol_geom) -sinogram_id, sinogram = astra.create_sino(P, proj_id,useCUDA=True) +proj_id = astra.create_projector('cuda',proj_geom,vol_geom) +sinogram_id, sinogram = astra.create_sino(P, proj_id) import pylab pylab.gray() -- cgit v1.2.3