├── .gitignore ├── README.md ├── best_model_wts.pt ├── src ├── README.md ├── __init__.py ├── cache_images.py ├── client │ ├── ModelClient.py │ └── __init__.py ├── inference.py ├── libs │ ├── __init__.py │ ├── astra-toolbox-master │ │ ├── .gitignore │ │ ├── .travis.yml │ │ ├── COPYING │ │ ├── NEWS.txt │ │ ├── README.md │ │ ├── README.txt │ │ ├── astra_vc14.sln │ │ ├── astra_vc14.vcxproj │ │ ├── astra_vc14.vcxproj.filters │ │ ├── cuda │ │ │ ├── 2d │ │ │ │ ├── algo.cu │ │ │ │ ├── arith.cu │ │ │ │ ├── astra.cu │ │ │ │ ├── cgls.cu │ │ │ │ ├── darthelper.cu │ │ │ │ ├── em.cu │ │ │ │ ├── fan_bp.cu │ │ │ │ ├── fan_fp.cu │ │ │ │ ├── fbp.cu │ │ │ │ ├── fft.cu │ │ │ │ ├── par_bp.cu │ │ │ │ ├── par_fp.cu │ │ │ │ ├── sart.cu │ │ │ │ ├── sirt.cu │ │ │ │ └── util.cu │ │ │ └── 3d │ │ │ │ ├── algo3d.cu │ │ │ │ ├── arith3d.cu │ │ │ │ ├── astra3d.cu │ │ │ │ ├── cgls3d.cu │ │ │ │ ├── cone_bp.cu │ │ │ │ ├── cone_fp.cu │ │ │ │ ├── darthelper3d.cu │ │ │ │ ├── fdk.cu │ │ │ │ ├── mem3d.cu │ │ │ │ ├── par3d_bp.cu │ │ │ │ ├── par3d_fp.cu │ │ │ │ ├── sirt3d.cu │ │ │ │ └── util3d.cu │ │ ├── include │ │ │ └── astra │ │ │ │ ├── Algorithm.h │ │ │ │ ├── AlgorithmTypelist.h │ │ │ │ ├── ArtAlgorithm.h │ │ │ │ ├── AstraObjectFactory.h │ │ │ │ ├── AstraObjectManager.h │ │ │ │ ├── AsyncAlgorithm.h │ │ │ │ ├── BackProjectionAlgorithm.h │ │ │ │ ├── CglsAlgorithm.h │ │ │ │ ├── CompositeGeometryManager.h │ │ │ │ ├── ConeProjectionGeometry3D.h │ │ │ │ ├── ConeVecProjectionGeometry3D.h │ │ │ │ ├── Config.h │ │ │ │ ├── CudaBackProjectionAlgorithm.h │ │ │ │ ├── CudaBackProjectionAlgorithm3D.h │ │ │ │ ├── CudaCglsAlgorithm.h │ │ │ │ ├── CudaCglsAlgorithm3D.h │ │ │ │ ├── CudaDartMaskAlgorithm.h │ │ │ │ ├── CudaDartMaskAlgorithm3D.h │ │ │ │ ├── CudaDartSmoothingAlgorithm.h │ │ │ │ ├── CudaDartSmoothingAlgorithm3D.h │ │ │ │ ├── CudaDataOperationAlgorithm.h │ │ │ │ ├── CudaEMAlgorithm.h │ │ │ │ ├── CudaFDKAlgorithm3D.h │ │ │ │ ├── CudaFilteredBackProjectionAlgorithm.h │ │ │ │ ├── CudaForwardProjectionAlgorithm.h │ │ │ │ ├── CudaForwardProjectionAlgorithm3D.h │ │ │ │ ├── CudaProjector2D.h │ │ │ │ ├── CudaProjector3D.h │ │ │ │ ├── CudaReconstructionAlgorithm2D.h │ │ │ │ ├── CudaRoiSelectAlgorithm.h │ │ │ │ ├── CudaSartAlgorithm.h │ │ │ │ ├── CudaSirtAlgorithm.h │ │ │ │ ├── CudaSirtAlgorithm3D.h │ │ │ │ ├── DataProjector.h │ │ │ │ ├── DataProjectorPolicies.h │ │ │ │ ├── DataProjectorPolicies.inl │ │ │ │ ├── FanFlatBeamLineKernelProjector2D.h │ │ │ │ ├── FanFlatBeamLineKernelProjector2D.inl │ │ │ │ ├── FanFlatBeamStripKernelProjector2D.h │ │ │ │ ├── FanFlatBeamStripKernelProjector2D.inl │ │ │ │ ├── FanFlatProjectionGeometry2D.h │ │ │ │ ├── FanFlatVecProjectionGeometry2D.h │ │ │ │ ├── Features.h │ │ │ │ ├── FilteredBackProjectionAlgorithm.h │ │ │ │ ├── Filters.h │ │ │ │ ├── Float32Data.h │ │ │ │ ├── Float32Data2D.h │ │ │ │ ├── Float32Data3D.h │ │ │ │ ├── Float32Data3DGPU.h │ │ │ │ ├── Float32Data3DMemory.h │ │ │ │ ├── Float32ProjectionData2D.h │ │ │ │ ├── Float32ProjectionData3D.h │ │ │ │ ├── Float32ProjectionData3DGPU.h │ │ │ │ ├── Float32ProjectionData3DMemory.h │ │ │ │ ├── Float32VolumeData2D.h │ │ │ │ ├── Float32VolumeData3D.h │ │ │ │ ├── Float32VolumeData3DGPU.h │ │ │ │ ├── Float32VolumeData3DMemory.h │ │ │ │ ├── ForwardProjectionAlgorithm.h │ │ │ │ ├── Fourier.h │ │ │ │ ├── GeometryUtil2D.h │ │ │ │ ├── GeometryUtil3D.h │ │ │ │ ├── Globals.h │ │ │ │ ├── Logging.h │ │ │ │ ├── ParallelBeamBlobKernelProjector2D.h │ │ │ │ ├── ParallelBeamBlobKernelProjector2D.inl │ │ │ │ ├── ParallelBeamDistanceDrivenProjector2D.h │ │ │ │ ├── ParallelBeamDistanceDrivenProjector2D.inl │ │ │ │ ├── ParallelBeamLineKernelProjector2D.h │ │ │ │ ├── ParallelBeamLineKernelProjector2D.inl │ │ │ │ ├── ParallelBeamLinearKernelProjector2D.h │ │ │ │ ├── ParallelBeamLinearKernelProjector2D.inl │ │ │ │ ├── ParallelBeamStripKernelProjector2D.h │ │ │ │ ├── ParallelBeamStripKernelProjector2D.inl │ │ │ │ ├── ParallelProjectionGeometry2D.h │ │ │ │ ├── ParallelProjectionGeometry3D.h │ │ │ │ ├── ParallelVecProjectionGeometry2D.h │ │ │ │ ├── ParallelVecProjectionGeometry3D.h │ │ │ │ ├── PlatformDepSystemCode.h │ │ │ │ ├── PluginAlgorithmFactory.h │ │ │ │ ├── ProjectionGeometry2D.h │ │ │ │ ├── ProjectionGeometry3D.h │ │ │ │ ├── Projector2D.h │ │ │ │ ├── Projector2DImpl.inl │ │ │ │ ├── Projector3D.h │ │ │ │ ├── ProjectorTypelist.h │ │ │ │ ├── ReconstructionAlgorithm2D.h │ │ │ │ ├── ReconstructionAlgorithm3D.h │ │ │ │ ├── SartAlgorithm.h │ │ │ │ ├── Singleton.h │ │ │ │ ├── SirtAlgorithm.h │ │ │ │ ├── SparseMatrix.h │ │ │ │ ├── SparseMatrixProjectionGeometry2D.h │ │ │ │ ├── SparseMatrixProjector2D.h │ │ │ │ ├── SparseMatrixProjector2D.inl │ │ │ │ ├── TypeList.h │ │ │ │ ├── Utilities.h │ │ │ │ ├── Vector3D.h │ │ │ │ ├── VolumeGeometry2D.h │ │ │ │ ├── VolumeGeometry3D.h │ │ │ │ ├── XMLDocument.h │ │ │ │ ├── XMLNode.h │ │ │ │ ├── clog.h │ │ │ │ └── cuda │ │ │ │ ├── 2d │ │ │ │ ├── algo.h │ │ │ │ ├── arith.h │ │ │ │ ├── astra.h │ │ │ │ ├── cgls.h │ │ │ │ ├── darthelper.h │ │ │ │ ├── dims.h │ │ │ │ ├── em.h │ │ │ │ ├── fan_bp.h │ │ │ │ ├── fan_fp.h │ │ │ │ ├── fbp.h │ │ │ │ ├── fft.h │ │ │ │ ├── par_bp.h │ │ │ │ ├── par_fp.h │ │ │ │ ├── sart.h │ │ │ │ ├── sirt.h │ │ │ │ └── util.h │ │ │ │ └── 3d │ │ │ │ ├── algo3d.h │ │ │ │ ├── arith3d.h │ │ │ │ ├── astra3d.h │ │ │ │ ├── cgls3d.h │ │ │ │ ├── cone_bp.h │ │ │ │ ├── cone_fp.h │ │ │ │ ├── darthelper3d.h │ │ │ │ ├── dims3d.h │ │ │ │ ├── fdk.h │ │ │ │ ├── mem3d.h │ │ │ │ ├── par3d_bp.h │ │ │ │ ├── par3d_fp.h │ │ │ │ ├── sirt3d.h │ │ │ │ └── util3d.h │ │ ├── matlab │ │ │ ├── algorithms │ │ │ │ ├── DART │ │ │ │ │ ├── DARTalgorithm.m │ │ │ │ │ ├── IterativeTomography.m │ │ │ │ │ ├── IterativeTomography3D.m │ │ │ │ │ ├── Kernels.m │ │ │ │ │ ├── MaskingDefault.m │ │ │ │ │ ├── MaskingGPU.m │ │ │ │ │ ├── OutputDefault.m │ │ │ │ │ ├── SegmentationDefault.m │ │ │ │ │ ├── SmoothingDefault.m │ │ │ │ │ ├── SmoothingGPU.m │ │ │ │ │ ├── StatisticsDefault.m │ │ │ │ │ ├── examples │ │ │ │ │ │ ├── cylinders.png │ │ │ │ │ │ ├── example1.m │ │ │ │ │ │ ├── example2.m │ │ │ │ │ │ ├── example3.m │ │ │ │ │ │ └── phantom3d.mat │ │ │ │ │ └── tools │ │ │ │ │ │ ├── DARToptimizer.m │ │ │ │ │ │ ├── DARToptimizerBoneStudy.m │ │ │ │ │ │ ├── ProjDiffOptimFunc.m │ │ │ │ │ │ ├── dart_create_base_phantom.m │ │ │ │ │ │ ├── dart_scheduler.m │ │ │ │ │ │ └── rNMPOptimFunc.m │ │ │ │ └── plot_geom │ │ │ │ │ ├── +draw │ │ │ │ │ ├── draw_cad_phantom.m │ │ │ │ │ ├── draw_cone_geom.m │ │ │ │ │ ├── draw_cone_vec_geom.m │ │ │ │ │ ├── draw_detector_vec.m │ │ │ │ │ ├── draw_fanflat_geom.m │ │ │ │ │ ├── draw_fanflat_vec_geom.m │ │ │ │ │ ├── draw_parallel3d_geom.m │ │ │ │ │ ├── draw_parallel3d_vec_geom.m │ │ │ │ │ ├── draw_proj_geom.m │ │ │ │ │ ├── draw_vol_geom.m │ │ │ │ │ └── private │ │ │ │ │ │ └── eucl_dist3d.m │ │ │ │ │ ├── +parseargs │ │ │ │ │ ├── license.txt │ │ │ │ │ └── parseargs.m │ │ │ │ │ ├── +stlTools │ │ │ │ │ ├── license.txt │ │ │ │ │ ├── readme.txt │ │ │ │ │ ├── stlAddVerts.m │ │ │ │ │ ├── stlDelVerts.m │ │ │ │ │ ├── stlDemo.m │ │ │ │ │ ├── stlGetFormat.m │ │ │ │ │ ├── stlGetVerts.m │ │ │ │ │ ├── stlPlot.m │ │ │ │ │ ├── stlRead.m │ │ │ │ │ ├── stlReadAscii.m │ │ │ │ │ ├── stlReadBinary.m │ │ │ │ │ ├── stlSlimVerts.m │ │ │ │ │ └── stlWrite.m │ │ │ │ │ ├── astra_create_example_cone.m │ │ │ │ │ ├── astra_create_example_fanflat.m │ │ │ │ │ ├── astra_create_example_parallel3d.m │ │ │ │ │ └── private │ │ │ │ │ ├── magnify_proj.m │ │ │ │ │ ├── rotate_around3d.m │ │ │ │ │ ├── rotate_detector.m │ │ │ │ │ ├── rotate_euler3d.m │ │ │ │ │ └── translate_3d.m │ │ │ ├── mex │ │ │ │ ├── astra_mex_algorithm_c.cpp │ │ │ │ ├── astra_mex_algorithm_vc14.vcxproj │ │ │ │ ├── astra_mex_c.cpp │ │ │ │ ├── astra_mex_data2d_c.cpp │ │ │ │ ├── astra_mex_data2d_vc14.vcxproj │ │ │ │ ├── astra_mex_data3d_c.cpp │ │ │ │ ├── astra_mex_data3d_vc14.vcxproj │ │ │ │ ├── astra_mex_direct_c.cpp │ │ │ │ ├── astra_mex_direct_vc14.vcxproj │ │ │ │ ├── astra_mex_log_c.cpp │ │ │ │ ├── astra_mex_log_vc14.vcxproj │ │ │ │ ├── astra_mex_matrix_c.cpp │ │ │ │ ├── astra_mex_matrix_vc14.vcxproj │ │ │ │ ├── astra_mex_plugin_c.cpp │ │ │ │ ├── astra_mex_projector3d_c.cpp │ │ │ │ ├── astra_mex_projector3d_vc14.vcxproj │ │ │ │ ├── astra_mex_projector_c.cpp │ │ │ │ ├── astra_mex_projector_vc14.vcxproj │ │ │ │ ├── astra_mex_vc14.vcxproj │ │ │ │ ├── mex.def │ │ │ │ ├── mexCopyDataHelpFunctions.cpp │ │ │ │ ├── mexCopyDataHelpFunctions.h │ │ │ │ ├── mexDataManagerHelpFunctions.cpp │ │ │ │ ├── mexDataManagerHelpFunctions.h │ │ │ │ ├── mexHelpFunctions.cpp │ │ │ │ ├── mexHelpFunctions.h │ │ │ │ ├── mexInitFunctions.cpp │ │ │ │ ├── mexInitFunctions.h │ │ │ │ └── octave_support.cpp │ │ │ └── tools │ │ │ │ ├── ROIselectfull.m │ │ │ │ ├── astra_add_noise_to_sino.m │ │ │ │ ├── astra_clear.m │ │ │ │ ├── astra_create_backprojection.m │ │ │ │ ├── astra_create_backprojection3d_cuda.m │ │ │ │ ├── astra_create_backprojection_cuda.m │ │ │ │ ├── astra_create_fbp_reconstruction.m │ │ │ │ ├── astra_create_proj_geom.m │ │ │ │ ├── astra_create_projector.m │ │ │ │ ├── astra_create_reconstruction.m │ │ │ │ ├── astra_create_reconstruction_cuda.m │ │ │ │ ├── astra_create_sino.m │ │ │ │ ├── astra_create_sino3d_cuda.m │ │ │ │ ├── astra_create_sino_cuda.m │ │ │ │ ├── astra_create_sino_gpu.m │ │ │ │ ├── astra_create_sino_sampling.m │ │ │ │ ├── astra_create_vol_geom.m │ │ │ │ ├── astra_data_gui.fig │ │ │ │ ├── astra_data_gui.m │ │ │ │ ├── astra_data_op.m │ │ │ │ ├── astra_data_op_mask.m │ │ │ │ ├── astra_downsample_sinogram.m │ │ │ │ ├── astra_geom_2vec.m │ │ │ │ ├── astra_geom_postalignment.m │ │ │ │ ├── astra_geom_size.m │ │ │ │ ├── astra_geom_superresolution.m │ │ │ │ ├── astra_geom_visualize.m │ │ │ │ ├── astra_get_gpu_info.m │ │ │ │ ├── astra_imshow.m │ │ │ │ ├── astra_mex.m │ │ │ │ ├── astra_mex_algorithm.m │ │ │ │ ├── astra_mex_data2d.m │ │ │ │ ├── astra_mex_data3d.m │ │ │ │ ├── astra_mex_direct.m │ │ │ │ ├── astra_mex_log.m │ │ │ │ ├── astra_mex_matrix.m │ │ │ │ ├── astra_mex_plugin.m │ │ │ │ ├── astra_mex_projector.m │ │ │ │ ├── astra_mex_projector3d.m │ │ │ │ ├── astra_plot_geom.m │ │ │ │ ├── astra_projector_handle.m │ │ │ │ ├── astra_set_directory.m │ │ │ │ ├── astra_set_gpu_index.m │ │ │ │ ├── astra_struct.m │ │ │ │ ├── astra_test.m │ │ │ │ ├── astra_test_CUDA.m │ │ │ │ ├── astra_test_noCUDA.m │ │ │ │ ├── compute_rnmp.m │ │ │ │ ├── createOrderART.m │ │ │ │ ├── downsample_sinogram.m │ │ │ │ ├── imreadgs.m │ │ │ │ ├── imresize3D.m │ │ │ │ ├── imscale.m │ │ │ │ ├── imwritesc.m │ │ │ │ ├── kaiserBessel.m │ │ │ │ ├── linspace2.m │ │ │ │ ├── opTomo.m │ │ │ │ ├── opTomo_helper_handle.m │ │ │ │ ├── overlayImage.m │ │ │ │ ├── rebin_fan2par.m │ │ │ │ └── sliceExtractor.m │ │ ├── python │ │ │ ├── COPYING │ │ │ ├── LICENSE │ │ │ ├── astra │ │ │ │ ├── CFloat32CustomPython.h │ │ │ │ ├── PyAlgorithmFactory.pxd │ │ │ │ ├── PyAlgorithmManager.pxd │ │ │ │ ├── PyData2DManager.pxd │ │ │ │ ├── PyData3DManager.pxd │ │ │ │ ├── PyIncludes.pxd │ │ │ │ ├── PyIndexManager.pxd │ │ │ │ ├── PyMatrixManager.pxd │ │ │ │ ├── PyProjector2DFactory.pxd │ │ │ │ ├── PyProjector2DManager.pxd │ │ │ │ ├── PyProjector3DFactory.pxd │ │ │ │ ├── PyProjector3DManager.pxd │ │ │ │ ├── PyXMLDocument.pxd │ │ │ │ ├── __init__.py │ │ │ │ ├── algorithm.py │ │ │ │ ├── algorithm_c.pyx │ │ │ │ ├── astra.py │ │ │ │ ├── astra_c.pyx │ │ │ │ ├── creators.py │ │ │ │ ├── data2d.py │ │ │ │ ├── data2d_c.pyx │ │ │ │ ├── data3d.py │ │ │ │ ├── data3d_c.pyx │ │ │ │ ├── experimental.pyx │ │ │ │ ├── extrautils.pyx │ │ │ │ ├── functions.py │ │ │ │ ├── log.py │ │ │ │ ├── log_c.pyx │ │ │ │ ├── matlab.py │ │ │ │ ├── matrix.py │ │ │ │ ├── matrix_c.pyx │ │ │ │ ├── optomo.py │ │ │ │ ├── plugin.py │ │ │ │ ├── plugin_c.pyx │ │ │ │ ├── plugins │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── cgls.py │ │ │ │ │ └── sirt.py │ │ │ │ ├── projector.py │ │ │ │ ├── projector3d.py │ │ │ │ ├── projector3d_c.pyx │ │ │ │ ├── projector_c.pyx │ │ │ │ ├── pythonutils.py │ │ │ │ ├── src │ │ │ │ │ ├── PythonPluginAlgorithm.cpp │ │ │ │ │ ├── PythonPluginAlgorithm.h │ │ │ │ │ ├── PythonPluginAlgorithmFactory.cpp │ │ │ │ │ └── PythonPluginAlgorithmFactory.h │ │ │ │ ├── tests.py │ │ │ │ ├── utils.pxd │ │ │ │ └── utils.pyx │ │ │ ├── builder.py │ │ │ └── conda │ │ │ │ ├── astra-toolbox │ │ │ │ ├── bld.bat │ │ │ │ ├── build.sh │ │ │ │ ├── linux_build_config.yaml │ │ │ │ └── meta.yaml │ │ │ │ ├── libastra │ │ │ │ ├── bld.bat │ │ │ │ ├── build.sh │ │ │ │ ├── linux_build_config.yaml │ │ │ │ └── meta.yaml │ │ │ │ └── linux_release │ │ │ │ ├── README.txt │ │ │ │ ├── buildenv │ │ │ │ ├── Dockerfile │ │ │ │ └── build.sh │ │ │ │ └── release.sh │ │ ├── samples │ │ │ ├── matlab │ │ │ │ ├── bunny.stl │ │ │ │ ├── s001_sinogram_par2d.m │ │ │ │ ├── s002_data2d.m │ │ │ │ ├── s003_gpu_reconstruction.m │ │ │ │ ├── s004_cpu_reconstruction.m │ │ │ │ ├── s005_3d_geometry.m │ │ │ │ ├── s006_3d_data.m │ │ │ │ ├── s007_3d_reconstruction.m │ │ │ │ ├── s008_gpu_selection.m │ │ │ │ ├── s009_projection_matrix.m │ │ │ │ ├── s010_supersampling.m │ │ │ │ ├── s011_object_info.m │ │ │ │ ├── s012_masks.m │ │ │ │ ├── s013_constraints.m │ │ │ │ ├── s014_FBP.m │ │ │ │ ├── s015_fp_bp.m │ │ │ │ ├── s016_plots.m │ │ │ │ ├── s017_opTomo.m │ │ │ │ ├── s020_3d_multiGPU.m │ │ │ │ ├── s022_fbp_cor.m │ │ │ │ ├── s023_FBP_filters.m │ │ │ │ └── s024_plot_geometry.m │ │ │ └── python │ │ │ │ ├── phantom.mat │ │ │ │ ├── s001_sinogram_par2d.py │ │ │ │ ├── s002_data2d.py │ │ │ │ ├── s003_gpu_reconstruction.py │ │ │ │ ├── s004_cpu_reconstruction.py │ │ │ │ ├── s005_3d_geometry.py │ │ │ │ ├── s006_3d_data.py │ │ │ │ ├── s007_3d_reconstruction.py │ │ │ │ ├── s008_gpu_selection.py │ │ │ │ ├── s009_projection_matrix.py │ │ │ │ ├── s010_supersampling.py │ │ │ │ ├── s011_object_info.py │ │ │ │ ├── s012_masks.py │ │ │ │ ├── s013_constraints.py │ │ │ │ ├── s014_FBP.py │ │ │ │ ├── s015_fp_bp.py │ │ │ │ ├── s016_plots.py │ │ │ │ ├── s017_OpTomo.py │ │ │ │ ├── s018_plugin.py │ │ │ │ ├── s019_experimental_multires.py │ │ │ │ ├── s020_3d_multiGPU.py │ │ │ │ ├── s021_pygpu.py │ │ │ │ ├── s022_fbp_cor.py │ │ │ │ └── s023_FBP_filters.py │ │ ├── src │ │ │ ├── Algorithm.cpp │ │ │ ├── ArtAlgorithm.cpp │ │ │ ├── AstraObjectFactory.cpp │ │ │ ├── AstraObjectManager.cpp │ │ │ ├── AsyncAlgorithm.cpp │ │ │ ├── BackProjectionAlgorithm.cpp │ │ │ ├── CglsAlgorithm.cpp │ │ │ ├── CompositeGeometryManager.cpp │ │ │ ├── ConeProjectionGeometry3D.cpp │ │ │ ├── ConeVecProjectionGeometry3D.cpp │ │ │ ├── Config.cpp │ │ │ ├── CudaBackProjectionAlgorithm.cpp │ │ │ ├── CudaBackProjectionAlgorithm3D.cpp │ │ │ ├── CudaCglsAlgorithm.cpp │ │ │ ├── CudaCglsAlgorithm3D.cpp │ │ │ ├── CudaDartMaskAlgorithm.cpp │ │ │ ├── CudaDartMaskAlgorithm3D.cpp │ │ │ ├── CudaDartSmoothingAlgorithm.cpp │ │ │ ├── CudaDartSmoothingAlgorithm3D.cpp │ │ │ ├── CudaDataOperationAlgorithm.cpp │ │ │ ├── CudaEMAlgorithm.cpp │ │ │ ├── CudaFDKAlgorithm3D.cpp │ │ │ ├── CudaFilteredBackProjectionAlgorithm.cpp │ │ │ ├── CudaForwardProjectionAlgorithm.cpp │ │ │ ├── CudaForwardProjectionAlgorithm3D.cpp │ │ │ ├── CudaProjector2D.cpp │ │ │ ├── CudaProjector3D.cpp │ │ │ ├── CudaReconstructionAlgorithm2D.cpp │ │ │ ├── CudaRoiSelectAlgorithm.cpp │ │ │ ├── CudaSartAlgorithm.cpp │ │ │ ├── CudaSirtAlgorithm.cpp │ │ │ ├── CudaSirtAlgorithm3D.cpp │ │ │ ├── DataProjector.cpp │ │ │ ├── DataProjectorPolicies.cpp │ │ │ ├── FanFlatBeamLineKernelProjector2D.cpp │ │ │ ├── FanFlatBeamStripKernelProjector2D.cpp │ │ │ ├── FanFlatProjectionGeometry2D.cpp │ │ │ ├── FanFlatVecProjectionGeometry2D.cpp │ │ │ ├── Features.cpp │ │ │ ├── FilteredBackProjectionAlgorithm.cpp │ │ │ ├── Filters.cpp │ │ │ ├── Float32Data.cpp │ │ │ ├── Float32Data2D.cpp │ │ │ ├── Float32Data3D.cpp │ │ │ ├── Float32Data3DGPU.cpp │ │ │ ├── Float32Data3DMemory.cpp │ │ │ ├── Float32ProjectionData2D.cpp │ │ │ ├── Float32ProjectionData3D.cpp │ │ │ ├── Float32ProjectionData3DGPU.cpp │ │ │ ├── Float32ProjectionData3DMemory.cpp │ │ │ ├── Float32VolumeData2D.cpp │ │ │ ├── Float32VolumeData3D.cpp │ │ │ ├── Float32VolumeData3DGPU.cpp │ │ │ ├── Float32VolumeData3DMemory.cpp │ │ │ ├── ForwardProjectionAlgorithm.cpp │ │ │ ├── Fourier.cpp │ │ │ ├── GeometryUtil2D.cpp │ │ │ ├── GeometryUtil3D.cpp │ │ │ ├── Globals.cpp │ │ │ ├── Logging.cpp │ │ │ ├── ParallelBeamBlobKernelProjector2D.cpp │ │ │ ├── ParallelBeamDistanceDrivenProjector2D.cpp │ │ │ ├── ParallelBeamLineKernelProjector2D.cpp │ │ │ ├── ParallelBeamLinearKernelProjector2D.cpp │ │ │ ├── ParallelBeamStripKernelProjector2D.cpp │ │ │ ├── ParallelProjectionGeometry2D.cpp │ │ │ ├── ParallelProjectionGeometry3D.cpp │ │ │ ├── ParallelVecProjectionGeometry2D.cpp │ │ │ ├── ParallelVecProjectionGeometry3D.cpp │ │ │ ├── PlatformDepSystemCode.cpp │ │ │ ├── PluginAlgorithmFactory.cpp │ │ │ ├── ProjectionGeometry2D.cpp │ │ │ ├── ProjectionGeometry3D.cpp │ │ │ ├── Projector2D.cpp │ │ │ ├── Projector3D.cpp │ │ │ ├── ReconstructionAlgorithm2D.cpp │ │ │ ├── ReconstructionAlgorithm3D.cpp │ │ │ ├── SartAlgorithm.cpp │ │ │ ├── SirtAlgorithm.cpp │ │ │ ├── SparseMatrix.cpp │ │ │ ├── SparseMatrixProjectionGeometry2D.cpp │ │ │ ├── SparseMatrixProjector2D.cpp │ │ │ ├── Utilities.cpp │ │ │ ├── Vector3D.cpp │ │ │ ├── VolumeGeometry2D.cpp │ │ │ ├── VolumeGeometry3D.cpp │ │ │ ├── XMLDocument.cpp │ │ │ ├── XMLNode.cpp │ │ │ └── astra.def │ │ └── tests │ │ │ ├── main.cpp │ │ │ ├── python │ │ │ ├── test_line2d.py │ │ │ └── test_rec_scaling.py │ │ │ ├── test_AstraObjectManager.cpp │ │ │ ├── test_FanFlatProjectionGeometry2D.cpp │ │ │ ├── test_Float32Data2D.cpp │ │ │ ├── test_Float32ProjectionData2D.cpp │ │ │ ├── test_Float32VolumeData2D.cpp │ │ │ ├── test_Fourier.cpp │ │ │ ├── test_ParallelProjectionGeometry2D.cpp │ │ │ ├── test_VolumeGeometry2D.cpp │ │ │ └── test_XMLDocument.cpp │ └── lodopab_challenge │ │ ├── README.md │ │ ├── __init__.py │ │ ├── challenge_set.py │ │ ├── data_util.py │ │ ├── examples │ │ └── fbp_submission.py │ │ ├── requirements.txt │ │ ├── submission.py │ │ └── test │ │ ├── __init__.py │ │ ├── test_challenge_set.py │ │ └── test_data_util.py ├── model │ ├── Models.py │ ├── UNetComponents.py │ └── __init__.py ├── requirements.txt ├── submission.py ├── train.py └── utils │ ├── CustomBar.py │ ├── DataHandler.py │ ├── Metrics.py │ ├── NoiseOperator.py │ ├── Preprocessing.py │ ├── RayTransform.py │ ├── Visualize.py │ └── __init__.py └── wrong_model_wts.pt /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amirfaraji/LowDoseCTPytorch/HEAD/.gitignore -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amirfaraji/LowDoseCTPytorch/HEAD/README.md -------------------------------------------------------------------------------- /best_model_wts.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amirfaraji/LowDoseCTPytorch/HEAD/best_model_wts.pt 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