#include "CWrappers.cuh" #include "CudaAdd.cuh" #include "CudaContrastEnhancement.cuh" #include "CudaHistogram.cuh" #include "CudaGaussianFilter.cuh" #include "CudaGetMinMax.cuh" #include "CudaMaxFilter.cuh" #include "CudaMeanFilter.cuh" #include "CudaMedianFilter.cuh" #include "CudaMinFilter.cuh" #include "CudaMultiplyImage.cuh" #include "CudaNormalizedCovariance.cuh" #include "CudaPolyTransferFunc.cuh" #include "CudaPow.cuh" #include "CudaImageReduction.cuh" #include "CudaSum.cuh" #include "CudaThreshold.cuh" unsigned char* cAddConstant(const unsigned char* imageIn, Vec<size_t> dims, double additive, unsigned char** imageOut/*=NULL*/, int device/*=0*/) { return addConstant(imageIn,dims,additive,imageOut,device); } unsigned short* cAddConstant(const unsigned short* imageIn, Vec<size_t> dims, double additive, unsigned short** imageOut/*=NULL*/, int device/*=0*/) { return addConstant(imageIn,dims,additive,imageOut,device); } short* cAddConstant(const short* imageIn, Vec<size_t> dims, double additive, short** imageOut/*=NULL*/, int device/*=0*/) { return addConstant(imageIn,dims,additive,imageOut,device); } unsigned int* cAddConstant(const unsigned int* imageIn, Vec<size_t> dims, double additive, unsigned int** imageOut/*=NULL*/, int device/*=0*/) { return addConstant(imageIn,dims,additive,imageOut,device); } int* cAddConstant(const int* imageIn, Vec<size_t> dims, double additive, int** imageOut/*=NULL*/, int device/*=0*/) { return addConstant(imageIn,dims,additive,imageOut,device); } float* cAddConstant(const float* imageIn, Vec<size_t> dims, double additive, float** imageOut/*=NULL*/, int device/*=0*/) { return addConstant(imageIn,dims,additive,imageOut,device); } double* cAddConstant(const double* imageIn, Vec<size_t> dims, double additive, double** imageOut/*=NULL*/, int device/*=0*/) { return addConstant(imageIn,dims,additive,imageOut,device); } unsigned char* cApplyPolyTransferFunction(const unsigned char* imageIn, Vec<size_t> dims, double a, double b, double c, unsigned char minValue/*=std::numeric_limits<PixelType>::lowest()*/, unsigned char maxValue/*=std::numeric_limits<PixelType>::max()*/, unsigned char** imageOut/*=NULL*/, int device/*=0*/) { return applyPolyTransferFunction(imageIn,dims,a,b,c,minValue,maxValue,imageOut,device); } unsigned short* cApplyPolyTransferFunction(const unsigned short* imageIn, Vec<size_t> dims, double a, double b, double c, unsigned short minValue/*=std::numeric_limits<PixelType>::lowest()*/, unsigned short maxValue/*=std::numeric_limits<PixelType>::max()*/, unsigned short** imageOut/*=NULL*/, int device/*=0*/) { return applyPolyTransferFunction(imageIn,dims,a,b,c,minValue,maxValue,imageOut,device); } short* cApplyPolyTransferFunction(const short* imageIn, Vec<size_t> dims, double a, double b, double c, short minValue/*=std::numeric_limits<PixelType>::lowest()*/, short maxValue/*=std::numeric_limits<PixelType>::max()*/, short** imageOut/*=NULL*/, int device/*=0*/) { return applyPolyTransferFunction(imageIn,dims,a,b,c,minValue,maxValue,imageOut,device); } unsigned int* cApplyPolyTransferFunction(const unsigned int* imageIn, Vec<size_t> dims, double a, double b, double c, unsigned int minValue/*=std::numeric_limits<PixelType>::lowest()*/, unsigned int maxValue/*=std::numeric_limits<PixelType>::max()*/, unsigned int** imageOut/*=NULL*/, int device/*=0*/) { return applyPolyTransferFunction(imageIn,dims,a,b,c,minValue,maxValue,imageOut,device); } int* cApplyPolyTransferFunction(const int* imageIn, Vec<size_t> dims, double a, double b, double c, int minValue/*=std::numeric_limits<PixelType>::lowest()*/, int maxValue/*=std::numeric_limits<PixelType>::max()*/, int** imageOut/*=NULL*/, int device/*=0*/) { return applyPolyTransferFunction(imageIn,dims,a,b,c,minValue,maxValue,imageOut,device); } float* cApplyPolyTransferFunction(const float* imageIn, Vec<size_t> dims, double a, double b, double c, float minValue/*=std::numeric_limits<PixelType>::lowest()*/, float maxValue/*=std::numeric_limits<PixelType>::max()*/, float** imageOut/*=NULL*/, int device/*=0*/) { return applyPolyTransferFunction(imageIn,dims,a,b,c,minValue,maxValue,imageOut,device); } double* cApplyPolyTransferFunction(const double* imageIn, Vec<size_t> dims, double a, double b, double c, double minValue/*=std::numeric_limits<PixelType>::lowest()*/, double maxValue/*=std::numeric_limits<PixelType>::max()*/,double** imageOut/*=NULL*/, int device/*=0*/) { return applyPolyTransferFunction(imageIn,dims,a,b,c,minValue,maxValue,imageOut,device); } unsigned char* cAddImageWith(const unsigned char* imageIn1, const unsigned char* imageIn2, Vec<size_t> dims, double additive, unsigned char** imageOut/*=NULL*/, int device/*=0*/) { return addImageWith(imageIn1,imageIn2,dims,additive,imageOut,device); } unsigned short* cAddImageWith(const unsigned short* imageIn1, const unsigned short* imageIn2, Vec<size_t> dims, double additive, unsigned short** imageOut/*=NULL*/, int device/*=0*/) { return addImageWith(imageIn1,imageIn2,dims,additive,imageOut,device); } short* cAddImageWith(const short* imageIn1, const short* imageIn2, Vec<size_t> dims, double additive, short** imageOut/*=NULL*/, int device/*=0*/) { return addImageWith(imageIn1,imageIn2,dims,additive,imageOut,device); } unsigned int* cAddImageWith(const unsigned int* imageIn1, const unsigned int* imageIn2, Vec<size_t> dims, double additive, unsigned int** imageOut/*=NULL*/, int device/*=0*/) { return addImageWith(imageIn1,imageIn2,dims,additive,imageOut,device); } int* cAddImageWith(const int* imageIn1, const int* imageIn2, Vec<size_t> dims, double additive, int** imageOut/*=NULL*/, int device/*=0*/) { return addImageWith(imageIn1,imageIn2,dims,additive,imageOut,device); } float* cAddImageWith(const float* imageIn1, const float* imageIn2, Vec<size_t> dims, double additive, float** imageOut/*=NULL*/, int device/*=0*/) { return addImageWith(imageIn1,imageIn2,dims,additive,imageOut,device); } double* cAddImageWith(const double* imageIn1, const double* imageIn2, Vec<size_t> dims, double additive, double** imageOut/*=NULL*/, int device/*=0*/) { return addImageWith(imageIn1,imageIn2,dims,additive,imageOut,device); } unsigned char* cContrastEnhancement(const unsigned char* imageIn, Vec<size_t> dims, Vec<float> sigmas, Vec<size_t> neighborhood, unsigned char** imageOut/*=NULL*/, int device/*=0*/) { return contrastEnhancement(imageIn,dims,sigmas,neighborhood,imageOut,device); } unsigned short* cContrastEnhancement(const unsigned short* imageIn, Vec<size_t> dims, Vec<float> sigmas, Vec<size_t> neighborhood, unsigned short** imageOut/*=NULL*/, int device/*=0*/) { return contrastEnhancement(imageIn,dims,sigmas,neighborhood,imageOut,device); } short* cContrastEnhancement(const short* imageIn, Vec<size_t> dims, Vec<float> sigmas, Vec<size_t> neighborhood, short** imageOut/*=NULL*/, int device/*=0*/) { return contrastEnhancement(imageIn,dims,sigmas,neighborhood,imageOut,device); } unsigned int* cContrastEnhancement(const unsigned int* imageIn, Vec<size_t> dims, Vec<float> sigmas, Vec<size_t> neighborhood, unsigned int** imageOut/*=NULL*/, int device/*=0*/) { return contrastEnhancement(imageIn,dims,sigmas,neighborhood,imageOut,device); } int* cContrastEnhancement(const int* imageIn, Vec<size_t> dims, Vec<float> sigmas, Vec<size_t> neighborhood, int** imageOut/*=NULL*/, int device/*=0*/) { return contrastEnhancement(imageIn,dims,sigmas,neighborhood,imageOut,device); } float* cContrastEnhancement(const float* imageIn, Vec<size_t> dims, Vec<float> sigmas, Vec<size_t> neighborhood, float** imageOut/*=NULL*/, int device/*=0*/) { return contrastEnhancement(imageIn,dims,sigmas,neighborhood,imageOut,device); } double* cContrastEnhancement(const double* imageIn, Vec<size_t> dims, Vec<float> sigmas, Vec<size_t> neighborhood, double** imageOut/*=NULL*/, int device/*=0*/) { return contrastEnhancement(imageIn,dims,sigmas,neighborhood,imageOut,device); } size_t* cHistogram(const unsigned char* imageIn, Vec<size_t> dims, unsigned int arraySize, unsigned char minVal/*=std::numeric_limits<unsigned char>::lowest()*/, unsigned char maxVal/*=std::numeric_limits<unsigned char>::max()*/, int device/*=0*/) { return calculateHistogram(imageIn,dims,arraySize,minVal,maxVal,device); } size_t* cHistogram(const unsigned short* imageIn, Vec<size_t> dims, unsigned int arraySize, unsigned short minVal/*=std::numeric_limits<unsigned short>::lowest()*/, unsigned short maxVal/*=std::numeric_limits<unsigned short>::max()*/, int device/*=0*/) { return calculateHistogram(imageIn,dims,arraySize,minVal,maxVal,device); } size_t* cHistogram(const short* imageIn, Vec<size_t> dims, unsigned int arraySize, short minVal/*=std::numeric_limits<short>::lowest()*/,short maxVal/*=std::numeric_limits<short>::max()*/, int device/*=0*/) { return calculateHistogram(imageIn,dims,arraySize,minVal,maxVal,device); } size_t* cHistogram(const unsigned int* imageIn, Vec<size_t> dims, unsigned int arraySize, unsigned int minVal/*=std::numeric_limits<unsigned short>::lowest()*/, unsigned int maxVal/*=std::numeric_limits<unsigned int>::max()*/, int device/*=0*/) { return calculateHistogram(imageIn,dims,arraySize,minVal,maxVal,device); } size_t* cHistogram(const int* imageIn, Vec<size_t> dims, unsigned int arraySize, int minVal/*=std::numeric_limits<int>::lowest()*/, int maxVal/*=std::numeric_limits<int>::max()*/, int device/*=0*/) { return calculateHistogram(imageIn,dims,arraySize,minVal,maxVal,device); } size_t* cHistogram(const float* imageIn, Vec<size_t> dims, unsigned int arraySize, float minVal/*=std::numeric_limits<float>::lowest()*/, float maxVal/*=std::numeric_limits<float>::max()*/, int device/*=0*/) { return calculateHistogram(imageIn,dims,arraySize,minVal,maxVal,device); } size_t* cHistogram(const double* imageIn, Vec<size_t> dims, unsigned int arraySize, double minVal/*=std::numeric_limits<double>::lowest()*/, double maxVal/*=std::numeric_limits<double>::max()*/, int device/*=0*/) { return calculateHistogram(imageIn,dims,arraySize,minVal,maxVal,device); } unsigned char* cGaussianFilter(const unsigned char* imageIn, Vec<size_t> dims, Vec<float> sigmas, unsigned char** imageOut/*=NULL*/, int device/*=0*/) { return gaussianFilter(imageIn,dims,sigmas,imageOut,device); } unsigned short* cGaussianFilter(const unsigned short* imageIn, Vec<size_t> dims, Vec<float> sigmas, unsigned short** imageOut/*=NULL*/, int device/*=0*/) { return gaussianFilter(imageIn,dims,sigmas,imageOut,device); } short* cGaussianFilter(const short* imageIn, Vec<size_t> dims, Vec<float> sigmas, short** imageOut/*=NULL*/, int device/*=0*/) { return gaussianFilter(imageIn,dims,sigmas,imageOut,device); } unsigned int* cGaussianFilter(const unsigned int* imageIn, Vec<size_t> dims, Vec<float> sigmas, unsigned int** imageOut/*=NULL*/, int device/*=0*/) { return gaussianFilter(imageIn,dims,sigmas,imageOut,device); } int* cGaussianFilter(const int* imageIn, Vec<size_t> dims, Vec<float> sigmas, int** imageOut/*=NULL*/, int device/*=0*/) { return gaussianFilter(imageIn,dims,sigmas,imageOut,device); } float* cGaussianFilter(const float* imageIn, Vec<size_t> dims, Vec<float> sigmas, float** imageOut/*=NULL*/, int device/*=0*/) { return gaussianFilter(imageIn,dims,sigmas,imageOut,device); } double* cGaussianFilter(const double* imageIn, Vec<size_t> dims, Vec<float> sigmas, double** imageOut/*=NULL*/, int device/*=0*/) { return gaussianFilter(imageIn,dims,sigmas,imageOut,device); } void cGetMinMax(const unsigned char* imageIn, Vec<size_t> dims, unsigned char& minVal, unsigned char& maxVal, int device/*=0*/) { getMinMax(imageIn,dims,minVal,maxVal,device); } void cGetMinMax(const unsigned short* imageIn, Vec<size_t> dims, unsigned short& minVal, unsigned short& maxVal, int device/*=0*/) { getMinMax(imageIn,dims,minVal,maxVal,device); } void cGetMinMax(const short* imageIn, Vec<size_t> dims, short& minVal, short& maxVal, int device/*=0*/) { getMinMax(imageIn,dims,minVal,maxVal,device); } void cGetMinMax(const unsigned int* imageIn, Vec<size_t> dims, unsigned int& minVal, unsigned int& maxVal, int device/*=0*/) { getMinMax(imageIn,dims,minVal,maxVal,device); } void cGetMinMax(const int* imageIn, Vec<size_t> dims, int& minVal, int& maxVal, int device/*=0*/) { getMinMax(imageIn,dims,minVal,maxVal,device); } void cGetMinMax(const float* imageIn, Vec<size_t> dims, float& minVal, float& maxVal, int device/*=0*/) { getMinMax(imageIn,dims,minVal,maxVal,device); } void cGetMinMax(const double* imageIn, Vec<size_t> dims, double& minVal, double& maxVal, int device/*=0*/) { getMinMax(imageIn,dims,minVal,maxVal,device); } unsigned char* cImagePow(const unsigned char* imageIn, Vec<size_t> dims, double additive, unsigned char** imageOut/*=NULL*/, int device/*=0*/) { return addConstant(imageIn,dims,additive,imageOut,device); } unsigned short* cImagePow(const unsigned short* imageIn, Vec<size_t> dims, double power, unsigned short** imageOut/*=NULL*/, int device/*=0*/) { return imagePow(imageIn,dims,power,imageOut,device); } short* cImagePow(const short* imageIn, Vec<size_t> dims, double power, short** imageOut/*=NULL*/, int device/*=0*/) { return imagePow(imageIn,dims,power,imageOut,device); } unsigned int* cImagePow(const unsigned int* imageIn, Vec<size_t> dims, double power, unsigned int** imageOut/*=NULL*/, int device/*=0*/) { return imagePow(imageIn,dims,power,imageOut,device); } int* cImagePow(const int* imageIn, Vec<size_t> dims, double power, int** imageOut/*=NULL*/, int device/*=0*/) { return imagePow(imageIn,dims,power,imageOut,device); } float* cImagePow(const float* imageIn, Vec<size_t> dims, double power, float** imageOut/*=NULL*/, int device/*=0*/) { return imagePow(imageIn,dims,power,imageOut,device); } double* cImagePow(const double* imageIn, Vec<size_t> dims, double power, double** imageOut/*=NULL*/, int device/*=0*/) { return imagePow(imageIn,dims,power,imageOut,device); } unsigned char* cMaxFilter(const unsigned char* imageIn, Vec<size_t> dims, Vec<size_t> kernelDims, float* kernel/*=NULL*/, unsigned char** imageOut/*=NULL*/, int device/*=0*/) { return maxFilter(imageIn,dims,kernelDims,kernel,imageOut,device); } unsigned short* cMaxFilter(const unsigned short* imageIn, Vec<size_t> dims, Vec<size_t> kernelDims, float* kernel/*=NULL*/, unsigned short** imageOut/*=NULL*/, int device/*=0*/) { return maxFilter(imageIn,dims,kernelDims,kernel,imageOut,device); } short* cMaxFilter(const short* imageIn, Vec<size_t> dims, Vec<size_t> kernelDims, float* kernel/*=NULL*/, short** imageOut/*=NULL*/, int device/*=0*/) { return maxFilter(imageIn,dims,kernelDims,kernel,imageOut,device); } unsigned int* cMaxFilter(const unsigned int* imageIn, Vec<size_t> dims, Vec<size_t> kernelDims, float* kernel/*=NULL*/, unsigned int** imageOut/*=NULL*/, int device/*=0*/) { return maxFilter(imageIn,dims,kernelDims,kernel,imageOut,device); } int* cMaxFilter(const int* imageIn, Vec<size_t> dims, Vec<size_t> kernelDims, float* kernel/*=NULL*/, int** imageOut/*=NULL*/, int device/*=0*/) { return maxFilter(imageIn,dims,kernelDims,kernel,imageOut,device); } float* cMaxFilter(const float* imageIn, Vec<size_t> dims, Vec<size_t> kernelDims, float* kernel/*=NULL*/, float** imageOut/*=NULL*/, int device/*=0*/) { return maxFilter(imageIn,dims,kernelDims,kernel,imageOut,device); } double* cMaxFilter(const double* imageIn, Vec<size_t> dims, Vec<size_t> kernelDims, float* kernel/*=NULL*/, double** imageOut/*=NULL*/, int device/*=0*/) { return maxFilter(imageIn,dims,kernelDims,kernel,imageOut,device); } unsigned char* cMeanFilter(const unsigned char* imageIn, Vec<size_t> dims, Vec<size_t> neighborhood, unsigned char** imageOut/*=NULL*/, int device/*=0*/) { return meanFilter(imageIn,dims,neighborhood,imageOut,device); } unsigned short* cMeanFilter(const unsigned short* imageIn, Vec<size_t> dims, Vec<size_t> neighborhood, unsigned short** imageOut/*=NULL*/, int device/*=0*/) { return meanFilter(imageIn,dims,neighborhood,imageOut,device); } short* cMeanFilter(const short* imageIn, Vec<size_t> dims, Vec<size_t> neighborhood, short** imageOut/*=NULL*/, int device/*=0*/) { return meanFilter(imageIn,dims,neighborhood,imageOut,device); } unsigned int* cMeanFilter(const unsigned int* imageIn, Vec<size_t> dims, Vec<size_t> neighborhood, unsigned int** imageOut/*=NULL*/, int device/*=0*/) { return meanFilter(imageIn,dims,neighborhood,imageOut,device); } int* cMeanFilter(const int* imageIn, Vec<size_t> dims, Vec<size_t> neighborhood, int** imageOut/*=NULL*/, int device/*=0*/) { return meanFilter(imageIn,dims,neighborhood,imageOut,device); } float* cMeanFilter(const float* imageIn, Vec<size_t> dims, Vec<size_t> neighborhood, float** imageOut/*=NULL*/, int device/*=0*/) { return meanFilter(imageIn,dims,neighborhood,imageOut,device); } double* cMeanFilter(const double* imageIn, Vec<size_t> dims, Vec<size_t> neighborhood, double** imageOut/*=NULL*/, int device/*=0*/) { return meanFilter(imageIn,dims,neighborhood,imageOut,device); } unsigned char* cMedianFilter(const unsigned char* imageIn, Vec<size_t> dims, Vec<size_t> neighborhood, unsigned char** imageOut/*=NULL*/, int device/*=0*/) { return medianFilter(imageIn,dims,neighborhood,imageOut,device); } unsigned short* cMedianFilter(const unsigned short* imageIn, Vec<size_t> dims, Vec<size_t> neighborhood, unsigned short** imageOut/*=NULL*/, int device/*=0*/) { return medianFilter(imageIn,dims,neighborhood,imageOut,device); } short* cMedianFilter(const short* imageIn, Vec<size_t> dims, Vec<size_t> neighborhood, short** imageOut/*=NULL*/, int device/*=0*/) { return medianFilter(imageIn,dims,neighborhood,imageOut,device); } unsigned int* cMedianFilter(const unsigned int* imageIn, Vec<size_t> dims, Vec<size_t> neighborhood, unsigned int** imageOut/*=NULL*/, int device/*=0*/) { return medianFilter(imageIn,dims,neighborhood,imageOut,device); } int* cMedianFilter(const int* imageIn, Vec<size_t> dims, Vec<size_t> neighborhood, int** imageOut/*=NULL*/, int device/*=0*/) { return medianFilter(imageIn,dims,neighborhood,imageOut,device); } float* cMedianFilter(const float* imageIn, Vec<size_t> dims, Vec<size_t> neighborhood, float** imageOut/*=NULL*/, int device/*=0*/) { return medianFilter(imageIn,dims,neighborhood,imageOut,device); } double* cMedianFilter(const double* imageIn, Vec<size_t> dims, Vec<size_t> neighborhood, double** imageOut/*=NULL*/, int device/*=0*/) { return medianFilter(imageIn,dims,neighborhood,imageOut,device); } unsigned char* cMinFilter(const unsigned char* imageIn, Vec<size_t> dims, Vec<size_t> kernelDims, float* kernel/*=NULL*/, unsigned char** imageOut/*=NULL*/, int device/*=0*/) { return minFilter(imageIn,dims,kernelDims,kernel,imageOut,device); } unsigned short* cMinFilter(const unsigned short* imageIn, Vec<size_t> dims, Vec<size_t> kernelDims, float* kernel/*=NULL*/, unsigned short** imageOut/*=NULL*/, int device/*=0*/) { return minFilter(imageIn,dims,kernelDims,kernel,imageOut,device); } short* cMinFilter(const short* imageIn, Vec<size_t> dims, Vec<size_t> kernelDims, float* kernel/*=NULL*/, short** imageOut/*=NULL*/, int device/*=0*/) { return minFilter(imageIn,dims,kernelDims,kernel,imageOut,device); } unsigned int* cMinFilter(const unsigned int* imageIn, Vec<size_t> dims, Vec<size_t> kernelDims, float* kernel/*=NULL*/, unsigned int** imageOut/*=NULL*/, int device/*=0*/) { return minFilter(imageIn,dims,kernelDims,kernel,imageOut,device); } int* cMinFilter(const int* imageIn, Vec<size_t> dims, Vec<size_t> kernelDims, float* kernel/*=NULL*/, int** imageOut/*=NULL*/, int device/*=0*/) { return minFilter(imageIn,dims,kernelDims,kernel,imageOut,device); } float* cMinFilter(const float* imageIn, Vec<size_t> dims, Vec<size_t> kernelDims, float* kernel/*=NULL*/, float** imageOut/*=NULL*/, int device/*=0*/) { return minFilter(imageIn,dims,kernelDims,kernel,imageOut,device); } double* cMinFilter(const double* imageIn, Vec<size_t> dims, Vec<size_t> kernelDims, float* kernel/*=NULL*/, double** imageOut/*=NULL*/, int device/*=0*/) { return minFilter(imageIn,dims,kernelDims,kernel,imageOut,device); } unsigned char* cMultiplyImage(const unsigned char* imageIn, Vec<size_t> dims, double multiplier, unsigned char** imageOut/*=NULL*/, int device/*=0*/) { return multiplyImage(imageIn,dims,multiplier,imageOut,device); } unsigned short* cMultiplyImage(const unsigned short* imageIn, Vec<size_t> dims, double multiplier, unsigned short** imageOut/*=NULL*/, int device/*=0*/) { return multiplyImage(imageIn,dims,multiplier,imageOut,device); } short* cMultiplyImage(const short* imageIn, Vec<size_t> dims, double multiplier, short** imageOut/*=NULL*/, int device/*=0*/) { return multiplyImage(imageIn,dims,multiplier,imageOut,device); } unsigned int* cMultiplyImage(const unsigned int* imageIn, Vec<size_t> dims, double multiplier, unsigned int** imageOut/*=NULL*/, int device/*=0*/) { return multiplyImage(imageIn,dims,multiplier,imageOut,device); } int* cMultiplyImage(const int* imageIn, Vec<size_t> dims, double multiplier, int** imageOut/*=NULL*/, int device/*=0*/) { return multiplyImage(imageIn,dims,multiplier,imageOut,device); } float* cMultiplyImage(const float* imageIn, Vec<size_t> dims, double multiplier, float** imageOut/*=NULL*/, int device/*=0*/) { return multiplyImage(imageIn,dims,multiplier,imageOut,device); } double* cMultiplyImage(const double* imageIn, Vec<size_t> dims, double multiplier, double** imageOut/*=NULL*/, int device/*=0*/) { return multiplyImage(imageIn,dims,multiplier,imageOut,device); } unsigned char* cMultiplyImageWith(const unsigned char* imageIn1, const unsigned char* imageIn2, Vec<size_t> dims, double factor, unsigned char** imageOut/*=NULL*/, int device/*=0*/) { return multiplyImageWith(imageIn1,imageIn2,dims,factor,imageOut,device); } unsigned short* cMultiplyImageWith(const unsigned short* imageIn1, const unsigned short* imageIn2, Vec<size_t> dims, double factor, unsigned short** imageOut/*=NULL*/, int device/*=0*/) { return multiplyImageWith(imageIn1,imageIn2,dims,factor,imageOut,device); } short* cMultiplyImageWith(const short* imageIn1, const short* imageIn2, Vec<size_t> dims, double factor, short** imageOut/*=NULL*/, int device/*=0*/) { return multiplyImageWith(imageIn1,imageIn2,dims,factor,imageOut,device); } unsigned int* cMultiplyImageWith(const unsigned int* imageIn1, const unsigned int* imageIn2, Vec<size_t> dims, double factor, unsigned int** imageOut/*=NULL*/, int device/*=0*/) { return multiplyImageWith(imageIn1,imageIn2,dims,factor,imageOut,device); } int* cMultiplyImageWith(const int* imageIn1, const int* imageIn2, Vec<size_t> dims, double factor, int** imageOut/*=NULL*/, int device/*=0*/) { return multiplyImageWith(imageIn1,imageIn2,dims,factor,imageOut,device); } float* cMultiplyImageWith(const float* imageIn1, const float* imageIn2, Vec<size_t> dims, double factor, float** imageOut/*=NULL*/, int device/*=0*/) { return multiplyImageWith(imageIn1,imageIn2,dims,factor,imageOut,device); } double* cMultiplyImageWith(const double* imageIn1, const double* imageIn2, Vec<size_t> dims, double factor, double** imageOut/*=NULL*/, int device/*=0*/) { return multiplyImageWith(imageIn1,imageIn2,dims,factor,imageOut,device); } double cNormalizedCovariance(const unsigned char* imageIn1, const unsigned char* imageIn2, Vec<size_t> dims, int device/*=0*/) { return normalizedCovariance(imageIn1,imageIn2,dims,device); } double cNormalizedCovariance(const unsigned short* imageIn1, const unsigned short* imageIn2, Vec<size_t> dims, int device/*=0*/) { return normalizedCovariance(imageIn1,imageIn2,dims,device); } double cNormalizedCovariance(const short* imageIn1, const short* imageIn2, Vec<size_t> dims, int device/*=0*/) { return normalizedCovariance(imageIn1,imageIn2,dims,device); } double cNormalizedCovariance(const unsigned int* imageIn1, const unsigned int* imageIn2, Vec<size_t> dims, int device/*=0*/) { return normalizedCovariance(imageIn1,imageIn2,dims,device); } double cNormalizedCovariance(const int* imageIn1, const int* imageIn2, Vec<size_t> dims, int device/*=0*/) { return normalizedCovariance(imageIn1,imageIn2,dims,device); } double cNormalizedCovariance(const float* imageIn1, const float* imageIn2, Vec<size_t> dims, int device/*=0*/) { return normalizedCovariance(imageIn1,imageIn2,dims,device); } double cNormalizedCovariance(const double* imageIn1, const double* imageIn2, Vec<size_t> dims, int device/*=0*/) { return normalizedCovariance(imageIn1,imageIn2,dims,device); } double* cNormalizeHistogram(const unsigned char* imageIn, Vec<size_t> dims, unsigned int arraySize, unsigned char minVal/*=std::numeric_limits<unsigned char>::lowest()*/, unsigned char maxVal/*=std::numeric_limits<unsigned char>::max()*/, int device/*=0*/) { return normalizeHistogram(imageIn,dims,arraySize,minVal,maxVal,device); } double* cNormalizeHistogram(const unsigned short* imageIn, Vec<size_t> dims, unsigned int arraySize, unsigned short minVal/*=std::numeric_limits<unsigned short>::lowest()*/, unsigned short maxVal/*=std::numeric_limits<unsigned short>::max()*/, int device/*=0*/) { return normalizeHistogram(imageIn,dims,arraySize,minVal,maxVal,device); } double* cNormalizeHistogram(const short* imageIn, Vec<size_t> dims, unsigned int arraySize, short minVal/*=std::numeric_limits<short>::lowest()*/, short maxVal/*=std::numeric_limits<short>::max()*/, int device/*=0*/) { return normalizeHistogram(imageIn,dims,arraySize,minVal,maxVal,device); } double* cNormalizeHistogram(const unsigned int* imageIn, Vec<size_t> dims, unsigned int arraySize, unsigned int minVal/*=std::numeric_limits<unsigned int>::lowest()*/, unsigned int maxVal/*=std::numeric_limits<unsigned int>::max()*/, int device/*=0*/) { return normalizeHistogram(imageIn,dims,arraySize,minVal,maxVal,device); } double* cNormalizeHistogram(const int* imageIn, Vec<size_t> dims, unsigned int arraySize, int minVal/*=std::numeric_limits<int>::lowest()*/, int maxVal/*=std::numeric_limits<int>::max()*/, int device/*=0*/) { return normalizeHistogram(imageIn,dims,arraySize,minVal,maxVal,device); } double* cNormalizeHistogram(const float* imageIn, Vec<size_t> dims, unsigned int arraySize, float minVal/*=std::numeric_limits<float>::lowest()*/, float maxVal/*=std::numeric_limits<float>::max()*/, int device/*=0*/) { return normalizeHistogram(imageIn,dims,arraySize,minVal,maxVal,device); } double* cNormalizeHistogram(const double* imageIn, Vec<size_t> dims, unsigned int arraySize, double minVal/*=std::numeric_limits<double>::lowest()*/, double maxVal/*=std::numeric_limits<double>::max()*/, int device/*=0*/) { return normalizeHistogram(imageIn,dims,arraySize,minVal,maxVal,device); } unsigned char* cOtsuThresholdFilter(const unsigned char* imageIn, Vec<size_t> dims, double alpha/*=1.0*/, unsigned char** imageOut/*=NULL*/, int device/*=0*/) { return otsuThresholdFilter(imageIn,dims,alpha,imageOut,device); } unsigned short* cOtsuThresholdFilter(const unsigned short* imageIn, Vec<size_t> dims, double alpha/*=1.0*/, unsigned short** imageOut/*=NULL*/, int device/*=0*/) { return otsuThresholdFilter(imageIn,dims,alpha,imageOut,device); } short* cOtsuThresholdFilter(const short* imageIn, Vec<size_t> dims, double alpha/*=1.0*/, short** imageOut/*=NULL*/, int device/*=0*/) { return otsuThresholdFilter(imageIn,dims,alpha,imageOut,device); } unsigned int* cOtsuThresholdFilter(const unsigned int* imageIn, Vec<size_t> dims, double alpha/*=1.0*/, unsigned int** imageOut/*=NULL*/, int device/*=0*/) { return otsuThresholdFilter(imageIn,dims,alpha,imageOut,device); } int* cOtsuThresholdFilter(const int* imageIn, Vec<size_t> dims, double alpha/*=1.0*/, int** imageOut/*=NULL*/, int device/*=0*/) { return otsuThresholdFilter(imageIn,dims,alpha,imageOut,device); } float* cOtsuThresholdFilter(const float* imageIn, Vec<size_t> dims, double alpha/*=1.0*/, float** imageOut/*=NULL*/, int device/*=0*/) { return otsuThresholdFilter(imageIn,dims,alpha,imageOut,device); } double* cOtsuThresholdFilter(const double* imageIn, Vec<size_t> dims, double alpha/*=1.0*/, double** imageOut/*=NULL*/, int device/*=0*/) { return otsuThresholdFilter(imageIn,dims,alpha,imageOut,device); } unsigned char cOtsuThresholdValue(const unsigned char* imageIn, Vec<size_t> dims, int device/*=0*/) { return otsuThresholdValue(imageIn,dims,device); } unsigned short cOtsuThresholdValue(const unsigned short* imageIn, Vec<size_t> dims, int device/*=0*/) { return otsuThresholdValue(imageIn,dims,device); } short cOtsuThresholdValue(const short* imageIn, Vec<size_t> dims, int device/*=0*/) { return otsuThresholdValue(imageIn,dims,device); } unsigned int cOtsuThresholdValue(const unsigned int* imageIn, Vec<size_t> dims, int device/*=0*/) { return otsuThresholdValue(imageIn,dims,device); } int cOtsuThresholdValue(const int* imageIn, Vec<size_t> dims, int device/*=0*/) { return otsuThresholdValue(imageIn,dims,device); } float cOtsuThresholdValue(const float* imageIn, Vec<size_t> dims, int device/*=0*/) { return otsuThresholdValue(imageIn,dims,device); } double cOtsuThresholdValue(const double* imageIn, Vec<size_t> dims, int device/*=0*/) { return otsuThresholdValue(imageIn,dims,device); } unsigned char* cReduceImage(const unsigned char* imageIn, Vec<size_t> dims, Vec<size_t> reductions, Vec<size_t>& reducedDims, ReductionMethods method/*=MEAN*/, unsigned char** imageOut/*=NULL*/, int device/*=0*/) { return reduceImage(imageIn,dims,reductions,reducedDims,method,imageOut,device); } unsigned short* cReduceImage(const unsigned short* imageIn, Vec<size_t> dims, Vec<size_t> reductions, Vec<size_t>& reducedDims, ReductionMethods method/*=MEAN*/, unsigned short** imageOut/*=NULL*/, int device/*=0*/) { return reduceImage(imageIn,dims,reductions,reducedDims,method,imageOut,device); } short* cReduceImage(const short* imageIn, Vec<size_t> dims, Vec<size_t> reductions, Vec<size_t>& reducedDims, ReductionMethods method/*=MEAN*/, short** imageOut/*=NULL*/, int device/*=0*/) { return reduceImage(imageIn,dims,reductions,reducedDims,method,imageOut,device); } unsigned int* cReduceImage(const unsigned int* imageIn, Vec<size_t> dims, Vec<size_t> reductions, Vec<size_t>& reducedDims, ReductionMethods method/*=MEAN*/, unsigned int** imageOut/*=NULL*/, int device/*=0*/) { return reduceImage(imageIn,dims,reductions,reducedDims,method,imageOut,device); } int* cReduceImage(const int* imageIn, Vec<size_t> dims, Vec<size_t> reductions, Vec<size_t>& reducedDims, ReductionMethods method/*=MEAN*/, int** imageOut/*=NULL*/, int device/*=0*/) { return reduceImage(imageIn,dims,reductions,reducedDims,method,imageOut,device); } float* cReduceImage(const float* imageIn, Vec<size_t> dims, Vec<size_t> reductions, Vec<size_t>& reducedDims, ReductionMethods method/*=MEAN*/, float** imageOut/*=NULL*/, int device/*=0*/) { return reduceImage(imageIn,dims,reductions,reducedDims,method,imageOut,device); } double* cReduceImage(const double* imageIn, Vec<size_t> dims, Vec<size_t> reductions, Vec<size_t>& reducedDims, ReductionMethods method/*=MEAN*/, double** imageOut/*=NULL*/, int device/*=0*/) { return reduceImage(imageIn,dims,reductions,reducedDims,method,imageOut,device); } size_t cSumArray(const unsigned char* imageIn, size_t n, int device/*=0*/) { return sumArray<size_t>(imageIn,n,device); } size_t cSumArray(const unsigned short* imageIn, size_t n, int device/*=0*/) { return sumArray<size_t>(imageIn,n,device); } size_t cSumArray(const short* imageIn, size_t n, int device/*=0*/) { return sumArray<size_t>(imageIn,n,device); } size_t cSumArray(const unsigned int* imageIn, size_t n, int device/*=0*/) { return sumArray<size_t>(imageIn,n,device); } size_t cSumArray(const int* imageIn, size_t n, int device/*=0*/) { return sumArray<size_t>(imageIn,n,device); } double cSumArray(const float* imageIn, size_t n, int device/*=0*/) { return sumArray<double>(imageIn,n,device); } double cSumArray(const double* imageIn, size_t n, int device/*=0*/) { return sumArray<double>(imageIn,n,device); } unsigned char* cThresholdFilter(const unsigned char* imageIn, Vec<size_t> dims, unsigned char thresh, unsigned char** imageOut/*=NULL*/, int device/*=0*/) { return thresholdFilter(imageIn,dims,thresh,imageOut,device); } unsigned short* cThresholdFilter(const unsigned short* imageIn, Vec<size_t> dims, unsigned short thresh, unsigned short** imageOut/*=NULL*/, int device/*=0*/) { return thresholdFilter(imageIn,dims,thresh,imageOut,device); } short* cThresholdFilter(const short* imageIn, Vec<size_t> dims, short thresh, short** imageOut/*=NULL*/, int device/*=0*/) { return thresholdFilter(imageIn,dims,thresh,imageOut,device); } unsigned int* cThresholdFilter(const unsigned int* imageIn, Vec<size_t> dims, unsigned int thresh, unsigned int** imageOut/*=NULL*/, int device/*=0*/) { return thresholdFilter(imageIn,dims,thresh,imageOut,device); } int* cThresholdFilter(const int* imageIn, Vec<size_t> dims, int thresh, int** imageOut/*=NULL*/, int device/*=0*/) { return thresholdFilter(imageIn,dims,thresh,imageOut,device); } float* cThresholdFilter(const float* imageIn, Vec<size_t> dims, float thresh, float** imageOut/*=NULL*/, int device/*=0*/) { return thresholdFilter(imageIn,dims,thresh,imageOut,device); } double* cThresholdFilter(const double* imageIn, Vec<size_t> dims, double thresh, double** imageOut/*=NULL*/, int device/*=0*/) { return thresholdFilter(imageIn,dims,thresh,imageOut,device); }