/*
-----------------------------------------------------------------------
Copyright: 2010-2016, iMinds-Vision Lab, University of Antwerp
2014-2016, CWI, Amsterdam
Contact: astra@astra-toolbox.com
Website: http://www.astra-toolbox.com/
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 .
-----------------------------------------------------------------------
*/
#ifndef _INC_ASTRA_CUDASIRTALGORITHM3D
#define _INC_ASTRA_CUDASIRTALGORITHM3D
#include "Globals.h"
#include "Config.h"
#include "Algorithm.h"
#include "Float32ProjectionData3DMemory.h"
#include "Float32VolumeData3DMemory.h"
#include "ReconstructionAlgorithm3D.h"
#ifdef ASTRA_CUDA
namespace astra {
class AstraSIRT3d;
/**
* \brief
* This class contains the 3D 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)} + \lambda \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
*
* \par MATLAB example
* \astra_code{
*
* }
*
* \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 CCudaSirtAlgorithm3D : public CReconstructionAlgorithm3D {
protected:
/** Check the values of this object. If everything is ok, the object can be set to the initialized state.
* The following statements are then guaranteed to hold:
* - no NULL pointers
* - all sub-objects are initialized properly
* - the projector is compatible with both data objects
*/
virtual bool _check();
public:
// type of the algorithm, needed to register with CAlgorithmFactory
static std::string type;
/** Default constructor, does not initialize the object.
*/
CCudaSirtAlgorithm3D();
/** Constructor with initialization.
*
* @param _pProjector Projector Object.
* @param _pProjectionData ProjectionData3D object containing the projection data.
* @param _pReconstruction VolumeData3D object for storing the reconstructed volume.
*/
CCudaSirtAlgorithm3D(CProjector3D* _pProjector,
CFloat32ProjectionData3DMemory* _pProjectionData,
CFloat32VolumeData3DMemory* _pReconstruction);
/** Copy constructor.
*/
CCudaSirtAlgorithm3D(const CCudaSirtAlgorithm3D&);
/** Destructor.
*/
virtual ~CCudaSirtAlgorithm3D();
/** Clear this class.
*/
/* virtual void clear();*/
/** 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.
* @param _pProjectionData ProjectionData3D object containing the projection data.
* @param _pReconstruction VolumeData3D object for storing the reconstructed volume.
* @return initialization successful?
*/
bool initialize(CProjector3D* _pProjector,
CFloat32ProjectionData3DMemory* _pSinogram,
CFloat32VolumeData3DMemory* _pReconstruction);
/** Get all information parameters
*
* @return map with all boost::any object
*/
virtual std::map getInformation();
/** Get a single piece of information represented as a boost::any
*
* @param _sIdentifier identifier string to specify which piece of information you want
* @return boost::any object
*/
virtual boost::any getInformation(std::string _sIdentifier);
/** Perform a number of iterations.
*
* @param _iNrIterations amount of iterations to perform.
*/
virtual void run(int _iNrIterations = 0);
/** Get a description of the class.
*
* @return description string
*/
virtual std::string description() const;
/**
* Sets the index of the used GPU index: first GPU has index 0
*
* @param _iGPUIndex New GPU index.
*/
void setGPUIndex(int _iGPUIndex) { m_iGPUIndex = _iGPUIndex; }
virtual void signalAbort();
/** Get the norm of the residual image.
* Only a few algorithms support this method.
*
* @param _fNorm if supported, the norm is returned here
* @return true if this operation is supported
*/
virtual bool getResidualNorm(float32& _fNorm);
protected:
AstraSIRT3d* m_pSirt;
int m_iGPUIndex;
bool m_bAstraSIRTInit;
int m_iDetectorSuperSampling;
int m_iVoxelSuperSampling;
float m_fLambda;
void initializeFromProjector();
};
// inline functions
inline std::string CCudaSirtAlgorithm3D::description() const { return CCudaSirtAlgorithm3D::type; };
} // end namespace
#endif
#endif