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SOPT: Sparse OPTimisation.
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SOPT: Sparse OPTimisation SARA algorithm for sparsity averaging ---------------------------------------------------------------- DESCRIPTION This is a C implementation of the SARA algorithm presented in: [1] R. E. Carrillo, J. D. McEwen, D. Van De Ville, J.-P. Thiran, and Y. Wiaux. "Sparsity averaging for compressive imaging", IEEE Signal Processing Letters, Vol. 20, No. 6, pp. 591-594, 2013 (arXiv:1208.2330). AUTHORS R. E. Carrillo (http://people.epfl.ch/rafael.carrillo) J. D. McEwen (http://www.jasonmcewen.org) Y. Wiaux (http://basp.eps.hw.ac.uk) EXPERIMENTS To run an in-painting reconstruction example, run the script sopt_demo1 in the bin folder. To run a Fourier sampling reconstruction example, run the script sopt_demo2 in the bin folder. REFERENCES When referencing this code, please cite our related paper: [1] R. E. Carrillo, J. D. McEwen, D. Van De Ville, J.-P. Thiran, and Y. Wiaux. "Sparsity averaging for compressive imaging", IEEE Signal Processing Letters, Vol. 20, No. 6, pp. 591-594, 2013 (arXiv:1208.2330). DOCUMENTATION See doc/html/index.html WEBPAGE http://basp-group.github.io/sopt/ INSTALLATION To install the toolbox, the FFTW toolbox (www.fftw.org) and the TIFF toolbox (www.remotesensing.org/libtiff/) must be installed. A makefile is provided to build the code. Before compiling you might need to edit the makefile to specify your compiler and the location where the dependencies are installed. Once these are installed you just need to type %make all to install the toolbox. SUPPORT If you have any questions or comments, feel free to contact Rafael Carrillo at: rafael {DOT} carrillo {AT} epfl {DOT} ch. NOTES The code is given for educational purpose. For the matlab version of the code see the folder matlab. LICENSE SOPT: Sparse OPTimisation package Copyright (C) 2013 Rafael Carrillo, Jason McEwen, Yves Wiaux 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 (LICENSE.txt). 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.
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