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b/src/readImage.cxx |
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#include <nanobind/nanobind.h> |
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#include <nanobind/stl/vector.h> |
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#include <nanobind/stl/string.h> |
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#include <nanobind/stl/tuple.h> |
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#include <nanobind/ndarray.h> |
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#include <tuple> |
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#include "itkImageFileWriter.h" |
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#include "itkImageIOBase.h" |
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#include "itkNiftiImageIOFactory.h" |
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#include "itkMetaImageIOFactory.h" |
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#include "itkImageFileReader.h" |
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#include "itkImage.h" |
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#include "itkPyBuffer.h" |
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#include "readImage.h" |
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#include "antsImage.h" |
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namespace nb = nanobind; |
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using namespace nb::literals; |
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template <typename ImageType> |
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AntsImage<ImageType> imageRead( std::string filename ) |
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{ |
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typedef typename ImageType::Pointer ImagePointerType; |
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typedef itk::ImageFileReader< ImageType > ImageReaderType; |
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typename ImageReaderType::Pointer image_reader = ImageReaderType::New() ; |
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image_reader->SetFileName( filename.c_str() ) ; |
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image_reader->Update(); |
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ImagePointerType itkImage = image_reader->GetOutput(); |
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AntsImage<ImageType> myImage = { itkImage }; |
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return myImage; |
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} |
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/** |
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* Create an ANTsImage from a numpy array |
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* |
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* The data array must be C-contiguous, and ordered correctly |
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* See "4.1.7 Importing Image Data from a Buffer" |
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* https://itk.org/ITKSoftwareGuide/html/Book1/ITKSoftwareGuide-Book1ch4.html |
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*/ |
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template <typename ImageType> |
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AntsImage<ImageType> fromNumpy( nb::ndarray<nb::numpy> data, nb::tuple datashape ) |
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{ |
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typedef typename ImageType::Pointer ImagePointerType; |
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ImagePointerType antsImage = ImageType::New(); |
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typedef itk::PyBuffer<ImageType> PyBufferType; |
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nb::object o = nb::cast(data); |
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antsImage = PyBufferType::_GetImageViewFromArray(o.ptr(), datashape.ptr(), nb::make_tuple(1)[0].ptr()); |
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AntsImage<ImageType> myImage = { antsImage }; |
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return myImage; |
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} |
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void local_readImage(nb::module_ &m) { |
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m.def("imageReadUC2", &imageRead<itk::Image<unsigned char,2>>); |
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m.def("imageReadUC3", &imageRead<itk::Image<unsigned char,3>>); |
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m.def("imageReadUC4", &imageRead<itk::Image<unsigned char,4>>); |
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m.def("imageReadUI2", &imageRead<itk::Image<unsigned int,2>>); |
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m.def("imageReadUI3", &imageRead<itk::Image<unsigned int,3>>); |
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m.def("imageReadUI4", &imageRead<itk::Image<unsigned int,4>>); |
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m.def("imageReadF2", &imageRead<itk::Image<float,2>>); |
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m.def("imageReadF3", &imageRead<itk::Image<float,3>>); |
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m.def("imageReadF4", &imageRead<itk::Image<float,4>>); |
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m.def("imageReadD2", &imageRead<itk::Image<double,2>>); |
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m.def("imageReadD3", &imageRead<itk::Image<double,3>>); |
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m.def("imageReadD4", &imageRead<itk::Image<double,4>>); |
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m.def("imageReadVUC2", &imageRead<itk::VectorImage<unsigned char,2>>); |
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m.def("imageReadVUC3", &imageRead<itk::VectorImage<unsigned char,3>>); |
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m.def("imageReadVUC4", &imageRead<itk::VectorImage<unsigned char,4>>); |
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m.def("imageReadVUI2", &imageRead<itk::VectorImage<unsigned int,2>>); |
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m.def("imageReadVUI3", &imageRead<itk::VectorImage<unsigned int,3>>); |
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m.def("imageReadVUI4", &imageRead<itk::VectorImage<unsigned int,4>>); |
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m.def("imageReadVF2", &imageRead<itk::VectorImage<float,2>>); |
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m.def("imageReadVF3", &imageRead<itk::VectorImage<float,3>>); |
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m.def("imageReadVF4", &imageRead<itk::VectorImage<float,4>>); |
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m.def("imageReadVD2", &imageRead<itk::VectorImage<double,2>>); |
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m.def("imageReadVD3", &imageRead<itk::VectorImage<double,3>>); |
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m.def("imageReadVD4", &imageRead<itk::VectorImage<double,4>>); |
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m.def("imageReadRGBUC2", &imageRead<itk::Image<itk::RGBPixel<unsigned char>,2>>); |
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m.def("imageReadRGBUC3", &imageRead<itk::Image<itk::RGBPixel<unsigned char>,3>>); |
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m.def("imageReadRGBF2", &imageRead<itk::Image<itk::RGBPixel<float>,2>>); |
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m.def("imageReadRGBF3", &imageRead<itk::Image<itk::RGBPixel<float>,3>>); |
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m.def("fromNumpyUC2", &fromNumpy<itk::Image<unsigned char,2>>); |
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m.def("fromNumpyUC3", &fromNumpy<itk::Image<unsigned char,3>>); |
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m.def("fromNumpyUC4", &fromNumpy<itk::Image<unsigned char,4>>); |
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m.def("fromNumpyUI2", &fromNumpy<itk::Image<unsigned int,2>>); |
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m.def("fromNumpyUI3", &fromNumpy<itk::Image<unsigned int,3>>); |
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m.def("fromNumpyUI4", &fromNumpy<itk::Image<unsigned int,4>>); |
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m.def("fromNumpyF2", &fromNumpy<itk::Image<float,2>>); |
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m.def("fromNumpyF3", &fromNumpy<itk::Image<float,3>>); |
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m.def("fromNumpyF4", &fromNumpy<itk::Image<float,4>>); |
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m.def("fromNumpyD2", &fromNumpy<itk::Image<double,2>>); |
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m.def("fromNumpyD3", &fromNumpy<itk::Image<double,3>>); |
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m.def("fromNumpyD4", &fromNumpy<itk::Image<double,4>>); |
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} |