/* ----------------------------------------------------------------------- Copyright: 2010-2016, iMinds-Vision Lab, University of Antwerp 2014-2016, CWI, Amsterdam Contact: astra@uantwerpen.be 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 . ----------------------------------------------------------------------- */ #include #include #include "cgls3d.h" #include "sirt3d.h" #include "util3d.h" #include "cone_fp.h" #include "cone_bp.h" #include "par3d_fp.h" #include "par3d_bp.h" #include "fdk.h" #include "arith3d.h" #include "astra3d.h" #include "astra/ParallelProjectionGeometry3D.h" #include "astra/ParallelVecProjectionGeometry3D.h" #include "astra/ConeProjectionGeometry3D.h" #include "astra/ConeVecProjectionGeometry3D.h" #include "astra/VolumeGeometry3D.h" #include using namespace astraCUDA3d; namespace astra { enum CUDAProjectionType3d { PROJ_PARALLEL, PROJ_CONE }; // adjust pProjs to normalize volume geometry template static bool convertAstraGeometry_internal(const CVolumeGeometry3D* pVolGeom, unsigned int iProjectionAngleCount, ProjectionT*& pProjs, SProjectorParams3D& params) { assert(pVolGeom); assert(pProjs); #if 0 // TODO: Relative instead of absolute const float EPS = 0.00001f; if (abs(pVolGeom->getPixelLengthX() - pVolGeom->getPixelLengthY()) > EPS) return false; if (abs(pVolGeom->getPixelLengthX() - pVolGeom->getPixelLengthZ()) > EPS) return false; #endif // Translate float dx = -(pVolGeom->getWindowMinX() + pVolGeom->getWindowMaxX()) / 2; float dy = -(pVolGeom->getWindowMinY() + pVolGeom->getWindowMaxY()) / 2; float dz = -(pVolGeom->getWindowMinZ() + pVolGeom->getWindowMaxZ()) / 2; float fx = 1.0f / pVolGeom->getPixelLengthX(); float fy = 1.0f / pVolGeom->getPixelLengthY(); float fz = 1.0f / pVolGeom->getPixelLengthZ(); for (int i = 0; i < iProjectionAngleCount; ++i) { // CHECKME: Order of scaling and translation pProjs[i].translate(dx, dy, dz); pProjs[i].scale(fx, fy, fz); } params.fVolScaleX = pVolGeom->getPixelLengthX(); params.fVolScaleY = pVolGeom->getPixelLengthY(); params.fVolScaleZ = pVolGeom->getPixelLengthZ(); // CHECKME: Check factor //params.fOutputScale *= pVolGeom->getPixelLengthX(); return true; } bool convertAstraGeometry_dims(const CVolumeGeometry3D* pVolGeom, const CProjectionGeometry3D* pProjGeom, SDimensions3D& dims) { dims.iVolX = pVolGeom->getGridColCount(); dims.iVolY = pVolGeom->getGridRowCount(); dims.iVolZ = pVolGeom->getGridSliceCount(); dims.iProjAngles = pProjGeom->getProjectionCount(); dims.iProjU = pProjGeom->getDetectorColCount(); dims.iProjV = pProjGeom->getDetectorRowCount(); if (dims.iVolX <= 0 || dims.iVolX <= 0 || dims.iVolX <= 0) return false; if (dims.iProjAngles <= 0 || dims.iProjU <= 0 || dims.iProjV <= 0) return false; return true; } bool convertAstraGeometry(const CVolumeGeometry3D* pVolGeom, const CParallelProjectionGeometry3D* pProjGeom, SPar3DProjection*& pProjs, SProjectorParams3D& params) { assert(pVolGeom); assert(pProjGeom); assert(pProjGeom->getProjectionAngles()); int nth = pProjGeom->getProjectionCount(); pProjs = genPar3DProjections(nth, pProjGeom->getDetectorColCount(), pProjGeom->getDetectorRowCount(), pProjGeom->getDetectorSpacingX(), pProjGeom->getDetectorSpacingY(), pProjGeom->getProjectionAngles()); bool ok; ok = convertAstraGeometry_internal(pVolGeom, nth, pProjs, params); return ok; } bool convertAstraGeometry(const CVolumeGeometry3D* pVolGeom, const CParallelVecProjectionGeometry3D* pProjGeom, SPar3DProjection*& pProjs, SProjectorParams3D& params) { assert(pVolGeom); assert(pProjGeom); assert(pProjGeom->getProjectionVectors()); int nth = pProjGeom->getProjectionCount(); pProjs = new SPar3DProjection[nth]; for (int i = 0; i < nth; ++i) pProjs[i] = pProjGeom->getProjectionVectors()[i]; bool ok; ok = convertAstraGeometry_internal(pVolGeom, nth, pProjs, params); return ok; } bool convertAstraGeometry(const CVolumeGeometry3D* pVolGeom, const CConeProjectionGeometry3D* pProjGeom, SConeProjection*& pProjs, SProjectorParams3D& params) { assert(pVolGeom); assert(pProjGeom); assert(pProjGeom->getProjectionAngles()); int nth = pProjGeom->getProjectionCount(); pProjs = genConeProjections(nth, pProjGeom->getDetectorColCount(), pProjGeom->getDetectorRowCount(), pProjGeom->getOriginSourceDistance(), pProjGeom->getOriginDetectorDistance(), pProjGeom->getDetectorSpacingX(), pProjGeom->getDetectorSpacingY(), pProjGeom->getProjectionAngles()); bool ok; ok = convertAstraGeometry_internal(pVolGeom, nth, pProjs, params); return ok; } bool convertAstraGeometry(const CVolumeGeometry3D* pVolGeom, const CConeVecProjectionGeometry3D* pProjGeom, SConeProjection*& pProjs, SProjectorParams3D& params) { assert(pVolGeom); assert(pProjGeom); assert(pProjGeom->getProjectionVectors()); int nth = pProjGeom->getProjectionCount(); pProjs = new SConeProjection[nth]; for (int i = 0; i < nth; ++i) pProjs[i] = pProjGeom->getProjectionVectors()[i]; bool ok; ok = convertAstraGeometry_internal(pVolGeom, nth, pProjs, params); return ok; } bool convertAstraGeometry(const CVolumeGeometry3D* pVolGeom, const CProjectionGeometry3D* pProjGeom, SPar3DProjection*& pParProjs, SConeProjection*& pConeProjs, SProjectorParams3D& params) { const CConeProjectionGeometry3D* conegeom = dynamic_cast(pProjGeom); const CParallelProjectionGeometry3D* par3dgeom = dynamic_cast(pProjGeom); const CParallelVecProjectionGeometry3D* parvec3dgeom = dynamic_cast(pProjGeom); const CConeVecProjectionGeometry3D* conevec3dgeom = dynamic_cast(pProjGeom); pConeProjs = 0; pParProjs = 0; bool ok; if (conegeom) { ok = convertAstraGeometry(pVolGeom, conegeom, pConeProjs, params); } else if (conevec3dgeom) { ok = convertAstraGeometry(pVolGeom, conevec3dgeom, pConeProjs, params); } else if (par3dgeom) { ok = convertAstraGeometry(pVolGeom, par3dgeom, pParProjs, params); } else if (parvec3dgeom) { ok = convertAstraGeometry(pVolGeom, parvec3dgeom, pParProjs, params); } else { ok = false; } return ok; } class AstraSIRT3d_internal { public: SDimensions3D dims; SProjectorParams3D params; CUDAProjectionType3d projType; float* angles; float fOriginSourceDistance; float fOriginDetectorDistance; float fRelaxation; SConeProjection* projs; SPar3DProjection* parprojs; bool initialized; bool setStartReconstruction; bool useVolumeMask; bool useSinogramMask; // Input/output cudaPitchedPtr D_projData; cudaPitchedPtr D_volumeData; cudaPitchedPtr D_maskData; cudaPitchedPtr D_smaskData; SIRT sirt; }; AstraSIRT3d::AstraSIRT3d() { pData = new AstraSIRT3d_internal(); pData->angles = 0; pData->D_projData.ptr = 0; pData->D_volumeData.ptr = 0; pData->D_maskData.ptr = 0; pData->D_smaskData.ptr = 0; pData->dims.iVolX = 0; pData->dims.iVolY = 0; pData->dims.iVolZ = 0; pData->dims.iProjAngles = 0; pData->dims.iProjU = 0; pData->dims.iProjV = 0; pData->projs = 0; pData->parprojs = 0; pData->fRelaxation = 1.0f; pData->initialized = false; pData->setStartReconstruction = false; pData->useVolumeMask = false; pData->useSinogramMask = false; } AstraSIRT3d::~AstraSIRT3d() { delete[] pData->angles; pData->angles = 0; delete[] pData->projs; pData->projs = 0; cudaFree(pData->D_projData.ptr); pData->D_projData.ptr = 0; cudaFree(pData->D_volumeData.ptr); pData->D_volumeData.ptr = 0; cudaFree(pData->D_maskData.ptr); pData->D_maskData.ptr = 0; cudaFree(pData->D_smaskData.ptr); pData->D_smaskData.ptr = 0; delete pData; pData = 0; } bool AstraSIRT3d::setGeometry(const CVolumeGeometry3D* pVolGeom, const CProjectionGeometry3D* pProjGeom) { if (pData->initialized) return false; bool ok = convertAstraGeometry_dims(pVolGeom, pProjGeom, pData->dims); if (!ok) return false; pData->projs = 0; pData->parprojs = 0; ok = convertAstraGeometry(pVolGeom, pProjGeom, pData->parprojs, pData->projs, pData->params); if (!ok) return false; if (pData->projs) { assert(pData->parprojs == 0); pData->projType = PROJ_CONE; } else { assert(pData->parprojs != 0); pData->projType = PROJ_PARALLEL; } return true; } bool AstraSIRT3d::enableSuperSampling(unsigned int iVoxelSuperSampling, unsigned int iDetectorSuperSampling) { if (pData->initialized) return false; if (iVoxelSuperSampling == 0 || iDetectorSuperSampling == 0) return false; pData->params.iRaysPerVoxelDim = iVoxelSuperSampling; pData->params.iRaysPerDetDim = iDetectorSuperSampling; return true; } void AstraSIRT3d::setRelaxation(float r) { if (pData->initialized) return; pData->fRelaxation = r; } bool AstraSIRT3d::enableVolumeMask() { if (pData->initialized) return false; bool ok = pData->sirt.enableVolumeMask(); pData->useVolumeMask = ok; return ok; } bool AstraSIRT3d::enableSinogramMask() { if (pData->initialized) return false; bool ok = pData->sirt.enableSinogramMask(); pData->useSinogramMask = ok; return ok; } bool AstraSIRT3d::setGPUIndex(int index) { if (index != -1) { cudaSetDevice(index); cudaError_t err = cudaGetLastError(); // Ignore errors caused by calling cudaSetDevice multiple times if (err != cudaSuccess && err != cudaErrorSetOnActiveProcess) return false; } return true; } bool AstraSIRT3d::init() { if (pData->initialized) return false; if (pData->dims.iVolX == 0 || pData->dims.iProjAngles == 0) return false; bool ok; if (pData->projType == PROJ_PARALLEL) { ok = pData->sirt.setPar3DGeometry(pData->dims, pData->parprojs, pData->params); } else { ok = pData->sirt.setConeGeometry(pData->dims, pData->projs, pData->params); } if (!ok) return false; ok = pData->sirt.init(); if (!ok) return false; pData->sirt.setRelaxation(pData->fRelaxation); pData->D_volumeData = allocateVolumeData(pData->dims); ok = pData->D_volumeData.ptr; if (!ok) return false; pData->D_projData = allocateProjectionData(pData->dims); ok = pData->D_projData.ptr; if (!ok) { cudaFree(pData->D_volumeData.ptr); pData->D_volumeData.ptr = 0; return false; } if (pData->useVolumeMask) { pData->D_maskData = allocateVolumeData(pData->dims); ok = pData->D_maskData.ptr; if (!ok) { cudaFree(pData->D_volumeData.ptr); cudaFree(pData->D_projData.ptr); pData->D_volumeData.ptr = 0; pData->D_projData.ptr = 0; return false; } } if (pData->useSinogramMask) { pData->D_smaskData = allocateProjectionData(pData->dims); ok = pData->D_smaskData.ptr; if (!ok) { cudaFree(pData->D_volumeData.ptr); cudaFree(pData->D_projData.ptr); cudaFree(pData->D_maskData.ptr); pData->D_volumeData.ptr = 0; pData->D_projData.ptr = 0; pData->D_maskData.ptr = 0; return false; } } pData->initialized = true; return true; } bool AstraSIRT3d::setMinConstraint(float fMin) { if (!pData->initialized) return false; return pData->sirt.setMinConstraint(fMin); } bool AstraSIRT3d::setMaxConstraint(float fMax) { if (!pData->initialized) return false; return pData->sirt.setMaxConstraint(fMax); } bool AstraSIRT3d::setSinogram(const float* pfSinogram, unsigned int iSinogramPitch) { if (!pData->initialized) return false; if (!pfSinogram) return false; bool ok = copyProjectionsToDevice(pfSinogram, pData->D_projData, pData->dims, iSinogramPitch); if (!ok) return false; ok = pData->sirt.setBuffers(pData->D_volumeData, pData->D_projData); if (!ok) return false; pData->setStartReconstruction = false; return true; } bool AstraSIRT3d::setVolumeMask(const float* pfMask, unsigned int iMaskPitch) { if (!pData->initialized) return false; if (!pData->useVolumeMask) return false; if (!pfMask) return false; bool ok = copyVolumeToDevice(pfMask, pData->D_maskData, pData->dims, iMaskPitch); if (!ok) return false; ok = pData->sirt.setVolumeMask(pData->D_maskData); if (!ok) return false; return true; } bool AstraSIRT3d::setSinogramMask(const float* pfMask, unsigned int iMaskPitch) { if (!pData->initialized) return false; if (!pData->useSinogramMask) return false; if (!pfMask) return false; bool ok = copyProjectionsToDevice(pfMask, pData->D_smaskData, pData->dims, iMaskPitch); if (!ok) return false; ok = pData->sirt.setSinogramMask(pData->D_smaskData); if (!ok) return false; return true; } bool AstraSIRT3d::setStartReconstruction(const float* pfReconstruction, unsigned int iReconstructionPitch) { if (!pData->initialized) return false; if (!pfReconstruction) return false; bool ok = copyVolumeToDevice(pfReconstruction, pData->D_volumeData, pData->dims, iReconstructionPitch); if (!ok) return false; pData->setStartReconstruction = true; return true; } bool AstraSIRT3d::iterate(unsigned int iIterations) { if (!pData->initialized) return false; if (!pData->setStartReconstruction) zeroVolumeData(pData->D_volumeData, pData->dims); bool ok = pData->sirt.iterate(iIterations); if (!ok) return false; return true; } bool AstraSIRT3d::getReconstruction(float* pfReconstruction, unsigned int iReconstructionPitch) const { if (!pData->initialized) return false; bool ok = copyVolumeFromDevice(pfReconstruction, pData->D_volumeData, pData->dims, iReconstructionPitch); if (!ok) return false; return true; } void AstraSIRT3d::signalAbort() { if (!pData->initialized) return; pData->sirt.signalAbort(); } float AstraSIRT3d::computeDiffNorm() { if (!pData->initialized) return 0.0f; // FIXME: Error? return pData->sirt.computeDiffNorm(); } class AstraCGLS3d_internal { public: SDimensions3D dims; SProjectorParams3D params; CUDAProjectionType3d projType; float* angles; float fOriginSourceDistance; float fOriginDetectorDistance; SConeProjection* projs; SPar3DProjection* parprojs; bool initialized; bool setStartReconstruction; bool useVolumeMask; bool useSinogramMask; // Input/output cudaPitchedPtr D_projData; cudaPitchedPtr D_volumeData; cudaPitchedPtr D_maskData; cudaPitchedPtr D_smaskData; CGLS cgls; }; AstraCGLS3d::AstraCGLS3d() { pData = new AstraCGLS3d_internal(); pData->angles = 0; pData->D_projData.ptr = 0; pData->D_volumeData.ptr = 0; pData->D_maskData.ptr = 0; pData->D_smaskData.ptr = 0; pData->dims.iVolX = 0; pData->dims.iVolY = 0; pData->dims.iVolZ = 0; pData->dims.iProjAngles = 0; pData->dims.iProjU = 0; pData->dims.iProjV = 0; pData->projs = 0; pData->parprojs = 0; pData->initialized = false; pData->setStartReconstruction = false; pData->useVolumeMask = false; pData->useSinogramMask = false; } AstraCGLS3d::~AstraCGLS3d() { delete[] pData->angles; pData->angles = 0; delete[] pData->projs; pData->projs = 0; cudaFree(pData->D_projData.ptr); pData->D_projData.ptr = 0; cudaFree(pData->D_volumeData.ptr); pData->D_volumeData.ptr = 0; cudaFree(pData->D_maskData.ptr); pData->D_maskData.ptr = 0; cudaFree(pData->D_smaskData.ptr); pData->D_smaskData.ptr = 0; delete pData; pData = 0; } bool AstraCGLS3d::setGeometry(const CVolumeGeometry3D* pVolGeom, const CProjectionGeometry3D* pProjGeom) { if (pData->initialized) return false; bool ok = convertAstraGeometry_dims(pVolGeom, pProjGeom, pData->dims); if (!ok) return false; pData->projs = 0; pData->parprojs = 0; ok = convertAstraGeometry(pVolGeom, pProjGeom, pData->parprojs, pData->projs, pData->params); if (!ok) return false; if (pData->projs) { assert(pData->parprojs == 0); pData->projType = PROJ_CONE; } else { assert(pData->parprojs != 0); pData->projType = PROJ_PARALLEL; } return true; } bool AstraCGLS3d::enableSuperSampling(unsigned int iVoxelSuperSampling, unsigned int iDetectorSuperSampling) { if (pData->initialized) return false; if (iVoxelSuperSampling == 0 || iDetectorSuperSampling == 0) return false; pData->params.iRaysPerVoxelDim = iVoxelSuperSampling; pData->params.iRaysPerDetDim = iDetectorSuperSampling; return true; } bool AstraCGLS3d::enableVolumeMask() { if (pData->initialized) return false; bool ok = pData->cgls.enableVolumeMask(); pData->useVolumeMask = ok; return ok; } #if 0 bool AstraCGLS3d::enableSinogramMask() { if (pData->initialized) return false; bool ok = pData->cgls.enableSinogramMask(); pData->useSinogramMask = ok; return ok; } #endif bool AstraCGLS3d::setGPUIndex(int index) { if (index != -1) { cudaSetDevice(index); cudaError_t err = cudaGetLastError(); // Ignore errors caused by calling cudaSetDevice multiple times if (err != cudaSuccess && err != cudaErrorSetOnActiveProcess) return false; } return true; } bool AstraCGLS3d::init() { if (pData->initialized) return false; if (pData->dims.iVolX == 0 || pData->dims.iProjAngles == 0) return false; bool ok; if (pData->projType == PROJ_PARALLEL) { ok = pData->cgls.setPar3DGeometry(pData->dims, pData->parprojs, pData->params); } else { ok = pData->cgls.setConeGeometry(pData->dims, pData->projs, pData->params); } if (!ok) return false; ok = pData->cgls.init(); if (!ok) return false; pData->D_volumeData = allocateVolumeData(pData->dims); ok = pData->D_volumeData.ptr; if (!ok) return false; pData->D_projData = allocateProjectionData(pData->dims); ok = pData->D_projData.ptr; if (!ok) { cudaFree(pData->D_volumeData.ptr); pData->D_volumeData.ptr = 0; return false; } if (pData->useVolumeMask) { pData->D_maskData = allocateVolumeData(pData->dims); ok = pData->D_maskData.ptr; if (!ok) { cudaFree(pData->D_volumeData.ptr); cudaFree(pData->D_projData.ptr); pData->D_volumeData.ptr = 0; pData->D_projData.ptr = 0; return false; } } if (pData->useSinogramMask) { pData->D_smaskData = allocateProjectionData(pData->dims); ok = pData->D_smaskData.ptr; if (!ok) { cudaFree(pData->D_volumeData.ptr); cudaFree(pData->D_projData.ptr); cudaFree(pData->D_maskData.ptr); pData->D_volumeData.ptr = 0; pData->D_projData.ptr = 0; pData->D_maskData.ptr = 0; return false; } } pData->initialized = true; return true; } #if 0 bool AstraCGLS3d::setMinConstraint(float fMin) { if (!pData->initialized) return false; return pData->cgls.setMinConstraint(fMin); } bool AstraCGLS3d::setMaxConstraint(float fMax) { if (!pData->initialized) return false; return pData->cgls.setMaxConstraint(fMax); } #endif bool AstraCGLS3d::setSinogram(const float* pfSinogram, unsigned int iSinogramPitch) { if (!pData->initialized) return false; if (!pfSinogram) return false; bool ok = copyProjectionsToDevice(pfSinogram, pData->D_projData, pData->dims, iSinogramPitch); if (!ok) return false; ok = pData->cgls.setBuffers(pData->D_volumeData, pData->D_projData); if (!ok) return false; pData->setStartReconstruction = false; return true; } bool AstraCGLS3d::setVolumeMask(const float* pfMask, unsigned int iMaskPitch) { if (!pData->initialized) return false; if (!pData->useVolumeMask) return false; if (!pfMask) return false; bool ok = copyVolumeToDevice(pfMask, pData->D_maskData, pData->dims, iMaskPitch); if (!ok) return false; ok = pData->cgls.setVolumeMask(pData->D_maskData); if (!ok) return false; return true; } #if 0 bool AstraCGLS3d::setSinogramMask(const float* pfMask, unsigned int iMaskPitch) { if (!pData->initialized) return false; if (!pData->useSinogramMask) return false; if (!pfMask) return false; bool ok = copyProjectionsToDevice(pfMask, pData->D_smaskData, pData->dims, iMaskPitch); if (!ok) return false; ok = pData->cgls.setSinogramMask(pData->D_smaskData); if (!ok) return false; return true; } #endif bool AstraCGLS3d::setStartReconstruction(const float* pfReconstruction, unsigned int iReconstructionPitch) { if (!pData->initialized) return false; if (!pfReconstruction) return false; bool ok = copyVolumeToDevice(pfReconstruction, pData->D_volumeData, pData->dims, iReconstructionPitch); if (!ok) return false; pData->setStartReconstruction = true; return true; } bool AstraCGLS3d::iterate(unsigned int iIterations) { if (!pData->initialized) return false; if (!pData->setStartReconstruction) zeroVolumeData(pData->D_volumeData, pData->dims); bool ok = pData->cgls.iterate(iIterations); if (!ok) return false; return true; } bool AstraCGLS3d::getReconstruction(float* pfReconstruction, unsigned int iReconstructionPitch) const { if (!pData->initialized) return false; bool ok = copyVolumeFromDevice(pfReconstruction, pData->D_volumeData, pData->dims, iReconstructionPitch); if (!ok) return false; return true; } void AstraCGLS3d::signalAbort() { if (!pData->initialized) return; pData->cgls.signalAbort(); } float AstraCGLS3d::computeDiffNorm() { if (!pData->initialized) return 0.0f; // FIXME: Error? return pData->cgls.computeDiffNorm(); } bool astraCudaFP(const float* pfVolume, float* pfProjections, const CVolumeGeometry3D* pVolGeom, const CProjectionGeometry3D* pProjGeom, int iGPUIndex, int iDetectorSuperSampling, Cuda3DProjectionKernel projKernel) { SDimensions3D dims; SProjectorParams3D params; params.iRaysPerDetDim = iDetectorSuperSampling; bool ok = convertAstraGeometry_dims(pVolGeom, pProjGeom, dims); if (!ok) return false; if (iDetectorSuperSampling == 0) return false; SPar3DProjection* pParProjs; SConeProjection* pConeProjs; ok = convertAstraGeometry(pVolGeom, pProjGeom, pParProjs, pConeProjs, params); if (iGPUIndex != -1) { cudaSetDevice(iGPUIndex); cudaError_t err = cudaGetLastError(); // Ignore errors caused by calling cudaSetDevice multiple times if (err != cudaSuccess && err != cudaErrorSetOnActiveProcess) return false; } cudaPitchedPtr D_volumeData = allocateVolumeData(dims); ok = D_volumeData.ptr; if (!ok) return false; cudaPitchedPtr D_projData = allocateProjectionData(dims); ok = D_projData.ptr; if (!ok) { cudaFree(D_volumeData.ptr); return false; } ok &= copyVolumeToDevice(pfVolume, D_volumeData, dims, dims.iVolX); ok &= zeroProjectionData(D_projData, dims); if (!ok) { cudaFree(D_volumeData.ptr); cudaFree(D_projData.ptr); return false; } if (pParProjs) { switch (projKernel) { case ker3d_default: ok &= Par3DFP(D_volumeData, D_projData, dims, pParProjs, params); break; case ker3d_sum_square_weights: ok &= Par3DFP_SumSqW(D_volumeData, D_projData, dims, pParProjs, params); break; default: assert(false); } } else { switch (projKernel) { case ker3d_default: ok &= ConeFP(D_volumeData, D_projData, dims, pConeProjs, params); break; default: assert(false); } } ok &= copyProjectionsFromDevice(pfProjections, D_projData, dims, dims.iProjU); cudaFree(D_volumeData.ptr); cudaFree(D_projData.ptr); return ok; } bool astraCudaBP(float* pfVolume, const float* pfProjections, const CVolumeGeometry3D* pVolGeom, const CProjectionGeometry3D* pProjGeom, int iGPUIndex, int iVoxelSuperSampling) { SDimensions3D dims; SProjectorParams3D params; params.iRaysPerVoxelDim = iVoxelSuperSampling; bool ok = convertAstraGeometry_dims(pVolGeom, pProjGeom, dims); if (!ok) return false; SPar3DProjection* pParProjs; SConeProjection* pConeProjs; ok = convertAstraGeometry(pVolGeom, pProjGeom, pParProjs, pConeProjs, params); if (iGPUIndex != -1) { cudaSetDevice(iGPUIndex); cudaError_t err = cudaGetLastError(); // Ignore errors caused by calling cudaSetDevice multiple times if (err != cudaSuccess && err != cudaErrorSetOnActiveProcess) return false; } cudaPitchedPtr D_volumeData = allocateVolumeData(dims); ok = D_volumeData.ptr; if (!ok) return false; cudaPitchedPtr D_projData = allocateProjectionData(dims); ok = D_projData.ptr; if (!ok) { cudaFree(D_volumeData.ptr); return false; } ok &= copyProjectionsToDevice(pfProjections, D_projData, dims, dims.iProjU); ok &= zeroVolumeData(D_volumeData, dims); if (!ok) { cudaFree(D_volumeData.ptr); cudaFree(D_projData.ptr); return false; } if (pParProjs) ok &= Par3DBP(D_volumeData, D_projData, dims, pParProjs, params); else ok &= ConeBP(D_volumeData, D_projData, dims, pConeProjs, params); ok &= copyVolumeFromDevice(pfVolume, D_volumeData, dims, dims.iVolX); cudaFree(D_volumeData.ptr); cudaFree(D_projData.ptr); return ok; } // This computes the column weights, divides by them, and adds the // result to the current volume. This is both more expensive and more // GPU memory intensive than the regular BP, but allows saving system RAM. bool astraCudaBP_SIRTWeighted(float* pfVolume, const float* pfProjections, const CVolumeGeometry3D* pVolGeom, const CProjectionGeometry3D* pProjGeom, int iGPUIndex, int iVoxelSuperSampling) { SDimensions3D dims; SProjectorParams3D params; params.iRaysPerVoxelDim = iVoxelSuperSampling; bool ok = convertAstraGeometry_dims(pVolGeom, pProjGeom, dims); if (!ok) return false; SPar3DProjection* pParProjs; SConeProjection* pConeProjs; ok = convertAstraGeometry(pVolGeom, pProjGeom, pParProjs, pConeProjs, params); if (iGPUIndex != -1) { cudaSetDevice(iGPUIndex); cudaError_t err = cudaGetLastError(); // Ignore errors caused by calling cudaSetDevice multiple times if (err != cudaSuccess && err != cudaErrorSetOnActiveProcess) return false; } cudaPitchedPtr D_pixelWeight = allocateVolumeData(dims); ok = D_pixelWeight.ptr; if (!ok) return false; cudaPitchedPtr D_volumeData = allocateVolumeData(dims); ok = D_volumeData.ptr; if (!ok) { cudaFree(D_pixelWeight.ptr); return false; } cudaPitchedPtr D_projData = allocateProjectionData(dims); ok = D_projData.ptr; if (!ok) { cudaFree(D_pixelWeight.ptr); cudaFree(D_volumeData.ptr); return false; } // Compute weights ok &= zeroVolumeData(D_pixelWeight, dims); processSino3D(D_projData, 1.0f, dims); if (pParProjs) ok &= Par3DBP(D_pixelWeight, D_projData, dims, pParProjs, params); else ok &= ConeBP(D_pixelWeight, D_projData, dims, pConeProjs, params); processVol3D(D_pixelWeight, dims); if (!ok) { cudaFree(D_pixelWeight.ptr); cudaFree(D_volumeData.ptr); cudaFree(D_projData.ptr); return false; } ok &= copyProjectionsToDevice(pfProjections, D_projData, dims, dims.iProjU); ok &= zeroVolumeData(D_volumeData, dims); // Do BP into D_volumeData if (pParProjs) ok &= Par3DBP(D_volumeData, D_projData, dims, pParProjs, params); else ok &= ConeBP(D_volumeData, D_projData, dims, pConeProjs, params); // Multiply with weights processVol3D(D_volumeData, D_pixelWeight, dims); // Upload previous iterate to D_pixelWeight... ok &= copyVolumeToDevice(pfVolume, D_pixelWeight, dims, dims.iVolX); if (!ok) { cudaFree(D_pixelWeight.ptr); cudaFree(D_volumeData.ptr); cudaFree(D_projData.ptr); return false; } // ...and add it to the weighted BP processVol3D(D_volumeData, D_pixelWeight, dims); // Then copy the result back ok &= copyVolumeFromDevice(pfVolume, D_volumeData, dims, dims.iVolX); cudaFree(D_pixelWeight.ptr); cudaFree(D_volumeData.ptr); cudaFree(D_projData.ptr); delete[] pParProjs; delete[] pConeProjs; return ok; } }