/* ----------------------------------------------------------------------- Copyright: 2010-2015, iMinds-Vision Lab, University of Antwerp 2014-2015, CWI, Amsterdam Contact: astra@uantwerpen.be Website: http://sf.net/projects/astra-toolbox This file is part of the ASTRA Toolbox. 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 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 ASTRA Toolbox. If not, see . ----------------------------------------------------------------------- $Id$ */ #ifndef _INC_ASTRA_CUDASIRTALGORITHM2 #define _INC_ASTRA_CUDASIRTALGORITHM2 #include "Globals.h" #include "Config.h" #include "CudaReconstructionAlgorithm2D.h" #ifdef ASTRA_CUDA namespace astra { /** * \brief * This class contains a GPU implementation of the SIRT (Simultaneous Iterative Reconstruction Technique) algorithm. * * The update step of pixel \f$v_j\f$ for iteration \f$k\f$ is given by: * \f[ * v_j^{(k+1)} = v_j^{(k)} + \alpha \sum_{i=1}^{M} \left( \frac{w_{ij}\left( p_i - \sum_{r=1}^{N} w_{ir}v_r^{(k)}\right)}{\sum_{k=1}^{N} w_{ik}} \right) \frac{1}{\sum_{l=1}^{M}w_{lj}} * \f] * * \par XML Configuration * \astra_xml_item{ProjectionGeometry, integer, Geometry of the projection data.} * \astra_xml_item{VolumeGeometry, integer, Geometry of the volume data.} * \astra_xml_item{ProjectionDataId, integer, Identifier of a projection data object as it is stored in the DataManager.} * \astra_xml_item{ReconstructionDataId, integer, Identifier of a volume data object as it is stored in the DataManager.} * \astra_xml_item_option{ReconstructionMaskId, integer, not used, Identifier of a volume data object that acts as a reconstruction mask. 0 = reconstruct on this pixel. 1 = don't reconstruct on this pixel.} * * \par MATLAB example * \astra_code{ * cfg = astra_struct('SIRT_CUDA2');\n * cfg.ProjectionGeometry = proj_geom;\n * cfg.VolumeGeometry = vol_geom;\n * cfg.ProjectionDataId = sino_id;\n * cfg.ReconstructionDataId = recon_id;\n * cfg.option.ReconstructionMaskId = mask_id;\n * alg_id = astra_mex_algorithm('create'\, cfg);\n * astra_mex_algorithm('iterate'\, alg_id\, 10);\n * astra_mex_algorithm('delete'\, alg_id);\n * } * * \par References * [1] "Computational Analysis and Improvement of SIRT", J. Gregor, T. Benson, IEEE Transactions on Medical Imaging, Vol. 22, No. 7, July 2008. */ class _AstraExport CCudaSirtAlgorithm : public CCudaReconstructionAlgorithm2D { public: // type of the algorithm, needed to register with CAlgorithmFactory static std::string type; /** Default constructor, containing no code. */ CCudaSirtAlgorithm(); /** Destructor. */ virtual ~CCudaSirtAlgorithm(); /** Initialize the algorithm with a config object. * * @param _cfg Configuration Object * @return initialization successful? */ virtual bool initialize(const Config& _cfg); /** Initialize class. * * @param _pProjector Projector Object. (Optional) * @param _pSinogram ProjectionData2D object containing the sinogram data. * @param _pReconstruction VolumeData2D object for storing the reconstructed volume. */ bool initialize(CProjector2D* _pProjector, CFloat32ProjectionData2D* _pSinogram, CFloat32VolumeData2D* _pReconstruction); /** Get a description of the class. * * @return description string */ virtual std::string description() const; protected: CFloat32VolumeData2D* m_pMinMask; CFloat32VolumeData2D* m_pMaxMask; virtual void initCUDAAlgorithm(); }; // inline functions inline std::string CCudaSirtAlgorithm::description() const { return CCudaSirtAlgorithm::type; }; } // end namespace #endif // ASTRA_CUDA #endif