Open Source Computer Vision Library
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585 lines
20 KiB
585 lines
20 KiB
#ifndef OPENCV_BRIDGE_HPP_ |
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#define OPENCV_BRIDGE_HPP_ |
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#include "mex.h" |
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#include <vector> |
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#include <string> |
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#include <opencv2/core.hpp> |
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#include <opencv2/calib3d.hpp> |
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#include <ext/hash_map> |
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/* |
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* All recent versions of Matlab ship with the MKL library which contains |
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* a blas extension called mkl_?omatcopy(). This defines an out-of-place |
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* copy and transpose operation. |
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* |
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* The mkl library is in ${MATLAB_ROOT}/bin/${MATLAB_MEXEXT}/libmkl... |
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* Matlab does not ship headers for the mkl functions, so we define them |
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* here. |
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* |
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* This operation is used extensively to copy between Matlab's column-major |
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* format and OpenCV's row-major format. |
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*/ |
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#ifdef __cplusplus |
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extern "C" { |
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#endif |
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void mkl_somatcopy(char, char, size_t, size_t, const float, const float*, size_t, float*, size_t); |
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void mkl_domatcopy(char, char, size_t, size_t, const double, const double*, size_t, double*, size_t); |
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#ifdef __cplusplus |
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} |
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#endif |
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/* |
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* Custom typedefs |
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* Parsed names from the hdr_parser |
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*/ |
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typedef std::vector<cv::Mat> vector_Mat; |
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typedef std::vector<cv::Point> vector_Point; |
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typedef std::vector<int> vector_int; |
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typedef std::vector<float> vector_float; |
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typedef std::vector<cv::String> vector_String; |
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typedef std::vector<unsigned char> vector_uchar; |
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typedef std::vector<cv::Rect> vector_Rect; |
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typedef std::vector<cv::KeyPoint> vector_KeyPoint; |
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typedef cv::Ptr<cv::StereoBM> Ptr_StereoBM; |
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typedef cv::Ptr<cv::StereoSGBM> Ptr_StereoSGBM; |
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typedef cv::Ptr<cv::FeatureDetector> Ptr_FeatureDetector; |
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void conditionalError(bool expr, const std::string& str) { |
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if (!expr) mexErrMsgTxt(std::string("condition failed: ").append(str).c_str()); |
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} |
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void error(const std::string& str) { |
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mexErrMsgTxt(str.c_str()); |
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} |
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namespace Matlab { |
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class DefaultTraits {}; |
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class InheritType {}; |
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static const int Dynamic = -1; |
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// -------------------------------------------------------------------------- |
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// INTERNAL TRAITS CLASS |
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// -------------------------------------------------------------------------- |
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template<typename _Tp = DefaultTraits> class Traits { |
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public: |
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static const mxClassID ScalarType = mxUNKNOWN_CLASS; |
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static const mxComplexity Complex = mxCOMPLEX; |
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static const mxComplexity Real = mxCOMPLEX; |
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}; |
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// bool |
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template<> class Traits<bool> { |
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public: |
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static const mxClassID ScalarType = mxLOGICAL_CLASS; |
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}; |
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// uint8_t |
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template<> class Traits<uint8_t> { |
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public: |
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static const mxClassID ScalarType = mxUINT8_CLASS; |
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}; |
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// int8_t |
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template<> class Traits<int8_t> { |
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public: |
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static const mxClassID ScalarType = mxINT8_CLASS; |
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}; |
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// uint16_t |
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template<> class Traits<uint16_t> { |
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public: |
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static const mxClassID ScalarType = mxUINT16_CLASS; |
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}; |
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// int16_t |
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template<> class Traits<int16_t> { |
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public: |
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static const mxClassID ScalarType = mxINT16_CLASS; |
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}; |
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// uint32_t |
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template<> class Traits<uint32_t> { |
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public: |
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static const mxClassID ScalarType = mxUINT32_CLASS; |
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}; |
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// int32_t |
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template<> class Traits<int32_t> { |
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public: |
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static const mxClassID ScalarType = mxINT32_CLASS; |
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}; |
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// uint64_t |
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template<> class Traits<uint64_t> { |
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public: |
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static const mxClassID ScalarType = mxUINT64_CLASS; |
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}; |
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// int64_t |
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template<> class Traits<int64_t> { |
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public: |
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static const mxClassID ScalarType = mxINT64_CLASS; |
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}; |
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// float |
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template<> class Traits<float> { |
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public: |
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static const mxClassID ScalarType = mxSINGLE_CLASS; |
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}; |
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// double |
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template<> class Traits<double> { |
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public: |
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static const mxClassID ScalarType = mxDOUBLE_CLASS; |
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}; |
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// size_t |
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template<> class Traits<size_t> { |
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public: |
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static const mxClassID ScalarType = (sizeof(size_t) == 4) ? mxUINT32_CLASS : mxUINT64_CLASS; |
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}; |
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// char |
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template<> class Traits<char> { |
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public: |
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static const mxClassID ScalarType = mxCHAR_CLASS; |
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}; |
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}; |
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// ---------------------------------------------------------------------------- |
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// MXARRAY |
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// ---------------------------------------------------------------------------- |
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/*! |
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* @class MxArray |
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* @brief A thin wrapper around Matlab's mxArray types |
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* |
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* MxArray provides a thin object oriented wrapper around Matlab's |
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* native mxArray type which exposes most of the functionality of the |
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* Matlab interface, but in a more C++ manner. |
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*/ |
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class MxArray { |
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private: |
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mxArray* ptr_; |
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bool owns_; |
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public: |
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MxArray() : ptr_(NULL), owns_(false) {} |
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MxArray(const mxArray* ptr) : ptr_(const_cast<mxArray *>(ptr)), owns_(false) {} |
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~MxArray() { |
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if (owns_ && ptr_) mxDestroyArray(ptr_); |
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} |
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/* |
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* @brief release ownership to allow return into Matlab workspace |
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* |
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* MxArray is not directly convertible back to mxArray types through assignment |
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* because the MxArray may have been allocated on the free store, making it impossible |
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* to know whether the returned pointer will be released by someone else or not. |
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* |
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* Since Matlab requires mxArrays be passed back into the workspace, the only way |
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* to achieve that is through this function, which explicitly releases ownership |
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* of the object, assuming the Matlab interpreter receving the object will delete |
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* it at a later time |
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* |
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* e.g. |
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* { |
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* MxArray A<double>(5, 5); // allocates memory |
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* MxArray B<double>(5, 5); // ditto |
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* plhs[0] = A; // not allowed!! |
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* plhs[0] = A.releaseOwnership(); // makes explicit that ownership is being released |
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* } // end of scope. B is released, A isn't |
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* |
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*/ |
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mxArray* releaseOwnership() { |
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owns_ = false; |
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return ptr_; |
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} |
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// TODO: Make sure NULL pointers are checked in all functions! |
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template <typename Scalar> |
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explicit MxArray(size_t m, size_t n, size_t k=1) : owns_(true) { |
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mwSize dims[] = {m, n, k}; |
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ptr_ = mxCreateNumericArray(3, dims, Matlab::Traits<Scalar>::ScalarType, Matlab::Traits<>::Real); |
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} |
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template <typename Scalar> |
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explicit MxArray(const cv::Mat& mat) : owns_(true) { |
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mwSize dims[] = { mat.rows, mat.cols, mat.channels() }; |
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if (mat.channels() == 2) { |
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ptr_ = mxCreateNumericArray(2, dims, Matlab::Traits<Scalar>::ScalarType, Matlab::Traits<>::Complex); |
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} else { |
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ptr_ = mxCreateNumericArray(2, dims, Matlab::Traits<Scalar>::ScalarType, Matlab::Traits<>::Real); |
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} |
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} |
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template <typename Scalar> |
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cv::Mat toMat() const { |
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cv::Mat mat(cols(), rows(), CV_MAKETYPE(cv::DataType<Scalar>::type, channels())); |
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return mat; |
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} |
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template <typename Scalar> |
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void fromMat(const cv::Mat& mat) { |
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} |
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MxArray field(const std::string& name) { return MxArray(mxGetField(ptr_, 0, name.c_str())); } |
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template <typename Scalar> |
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Scalar* real() { return static_cast<Scalar *>(mxGetData(ptr_)); } |
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template <typename Scalar> |
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Scalar* imag() { return static_cast<Scalar *>(mxGetData(ptr_)); } |
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template <typename Scalar> |
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const Scalar* real() const { return static_cast<const Scalar *>(mxGetData(ptr_)); } |
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template <typename Scalar> |
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const Scalar* imag() const { return static_cast<const Scalar *>(mxGetData(ptr_)); } |
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template <typename Scalar> |
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Scalar scalar() const { return static_cast<Scalar *>(mxGetData(ptr_))[0]; } |
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std::string toString() const { |
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conditionalError(isString(), "Attempted to convert non-string type to string"); |
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std::string str; |
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str.reserve(size()+1); |
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mxGetString(ptr_, const_cast<char *>(str.data()), str.size()); |
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return str; |
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} |
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size_t size() const { return mxGetNumberOfElements(ptr_); } |
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size_t rows() const { return mxGetM(ptr_); } |
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size_t cols() const { return mxGetN(ptr_); } |
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size_t channels() const { return (mxGetNumberOfDimensions(ptr_) > 2) ? mxGetDimensions(ptr_)[2] : 1; } |
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bool isComplex() const { return mxIsComplex(ptr_); } |
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bool isNumeric() const { return mxIsNumeric(ptr_); } |
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bool isLogical() const { return mxIsLogical(ptr_); } |
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bool isString() const { return mxIsChar(ptr_); } |
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bool isCell() const { return mxIsCell(ptr_); } |
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bool isStructure() const { return mxIsStruct(ptr_); } |
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bool isClass(const std::string& name) const { return mxIsClass(ptr_, name.c_str()); } |
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std::string className() const { return std::string(mxGetClassName(ptr_)); } |
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mxClassID ID() const { return mxGetClassID(ptr_); } |
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}; |
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template <> |
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cv::Mat MxArray::toMat<Matlab::InheritType>() const { |
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return cv::Mat(); |
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} |
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template <> |
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void MxArray::fromMat<Matlab::InheritType>(const cv::Mat& mat) { |
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} |
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// ---------------------------------------------------------------------------- |
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// MATRIX TRANSPOSE |
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// ---------------------------------------------------------------------------- |
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template <typename InputScalar, typename OutputScalar> |
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void deepCopyAndTranspose(const cv::Mat& src, MxArray& dst) { |
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} |
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template <typename InputScalar, typename OutputScalar> |
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void deepCopyAndTranspose(const MxArray& src, cv::Mat& dst) { |
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} |
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template <> |
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void deepCopyAndTranspose<float, float>(const cv::Mat& src, MxArray& dst) { |
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} |
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template <> |
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void deepCopyAndTranspose<double, double>(const cv::Mat& src, MxArray& dst) { |
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} |
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template <> |
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void deepCopyAndTranspose<float, float>(const MxArray& src, cv::Mat& dst) { |
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} |
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template <> |
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void deepCopyAndTranspose<double, double>(const MxArray& src, cv::Mat& dst) { |
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} |
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// ---------------------------------------------------------------------------- |
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// BRIDGE |
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// ---------------------------------------------------------------------------- |
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/*! |
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* @class Bridge |
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* @brief Type conversion class for converting OpenCV and native C++ types |
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* |
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* Bridge provides an interface for converting between OpenCV/C++ types |
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* to Matlab's mxArray format. |
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* |
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* Each type conversion requires three operators: |
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* // conversion from ObjectType --> Bridge |
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* Bridge& operator=(const ObjectType&); |
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* // implicit conversion from Bridge --> ObjectType |
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* operator ObjectType(); |
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* // explicit conversion from Bridge --> ObjectType |
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* ObjectType toObjectType(); |
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* |
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* The bridging class provides common conversions between OpenCV types, |
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* std and stl types to Matlab's mxArray format. By inheriting Bridge, |
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* you can add your own custom type conversions. |
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* |
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* Because Matlab uses a homogeneous storage type, all operations are provided |
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* relative to Matlab's type. That is, Bridge always stores an MxArray object |
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* and converts to and from other object types on demand. |
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* |
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* NOTE: for the explicit conversion function, the object name must be |
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* in UpperCamelCase, for example: |
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* int --> toInt |
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* my_object --> MyObject |
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* my_Object --> MyObject |
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* myObject --> MyObject |
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* this is because the binding generator standardises the calling syntax. |
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* |
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* Bridge attempts to make as few assumptions as possible, however in |
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* some cases where 1-to-1 mappings don't exist, some assumptions are necessary. |
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* In particular: |
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* - conversion from of a 2-channel Mat to an mxArray will result in a complex |
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* output |
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* - conversion from multi-channel interleaved Mats will result in |
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* multichannel planar mxArrays |
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* |
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*/ |
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class Bridge { |
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private: |
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MxArray ptr_; |
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public: |
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// bridges are default constructible |
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Bridge() {} |
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virtual ~Bridge() {} |
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/*! @brief unpack an object from Matlab into C++ |
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* |
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* this function checks whether the given bridge is derived from an |
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* object in Matlab. If so, it converts it to a (platform dependent) |
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* pointer to the underlying C++ object. |
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* |
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* NOTE! This function assumes that the C++ pointer is stored in inst_ |
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*/ |
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template <typename Object> |
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Object* getObjectByName(const std::string& name) { |
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// check that the object is actually of correct type before unpacking |
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// TODO: Traverse class hierarchy? |
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if (!ptr_.isClass(name)) { |
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error(std::string("Expected class ").append(std::string(name)) |
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.append(" but was given ").append(ptr_.className())); |
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} |
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// get the instance field |
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MxArray inst = ptr_.field("inst_"); |
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Object* obj = NULL; |
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// make sure the pointer is the correct size for the system |
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if (sizeof(void *) == 8 && inst.ID() == mxUINT64_CLASS) { |
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// 64-bit pointers |
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// TODO: Do we REALLY REALLY need to reinterpret_cast? |
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obj = reinterpret_cast<Object *>(inst.scalar<uint64_t>()); |
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} else if (sizeof(void *) == 4 && inst.ID() == mxUINT32_CLASS) { |
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// 32-bit pointers |
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obj = reinterpret_cast<Object *>(inst.scalar<uint32_t>()); |
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} else { |
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error("Incorrect pointer type stored for architecture"); |
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} |
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// finally check if the object is NULL |
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conditionalError(obj, std::string("Object ").append(std::string(name)).append(std::string(" is NULL"))); |
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return obj; |
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} |
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// -------------------------------------------------------------------------- |
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// MATLAB TYPES |
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// -------------------------------------------------------------------------- |
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Bridge& operator=(const mxArray* obj) { return *this; } |
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Bridge(const mxArray* obj) : ptr_(obj) {} |
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MxArray toMxArray() { return ptr_; } |
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// -------------------------------------------------------------------------- |
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// INTEGRAL TYPES |
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// -------------------------------------------------------------------------- |
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// --------------------------- string -------------------------------------- |
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Bridge& operator=(const std::string& obj) { return *this; } |
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std::string toString() { |
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return ptr_.toString(); |
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} |
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operator std::string() { return toString(); } |
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// --------------------------- bool -------------------------------------- |
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Bridge& operator=(const bool& obj) { return *this; } |
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bool toBool() { return 0; } |
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operator bool() { return toBool(); } |
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// --------------------------- double -------------------------------------- |
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Bridge& operator=(const double& obj) { return *this; } |
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double toDouble() { return ptr_.scalar<double>(); } |
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operator double() { return toDouble(); } |
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// --------------------------- float --------------------------------------- |
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Bridge& operator=(const float& obj) { return *this; } |
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float toFloat() { return ptr_.scalar<float>(); } |
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operator float() { return toFloat(); } |
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// --------------------------- int -------------------------------------- |
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Bridge& operator=(const int& obj) { return *this; } |
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int toInt() { return ptr_.scalar<int>(); } |
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operator int() { return toInt(); } |
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// -------------------------------------------------------------------------- |
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// CORE OPENCV TYPES |
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// -------------------------------------------------------------------------- |
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// --------------------------- cv::Mat -------------------------------------- |
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Bridge& operator=(const cv::Mat& obj) { return *this; } |
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cv::Mat toMat() const { return ptr_.toMat<Matlab::InheritType>(); } |
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operator cv::Mat() const { return toMat(); } |
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// -------------------------- Point -------------------------------------- |
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Bridge& operator=(const cv::Point& obj) { return *this; } |
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cv::Point toPoint() const { return cv::Point(); } |
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operator cv::Point() const { return toPoint(); } |
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// -------------------------- Point2f ------------------------------------ |
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Bridge& operator=(const cv::Point2f& obj) { return *this; } |
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cv::Point2f toPoint2f() const { return cv::Point2f(); } |
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operator cv::Point2f() const { return toPoint2f(); } |
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// -------------------------- Point2d ------------------------------------ |
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Bridge& operator=(const cv::Point2d& obj) { return *this; } |
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cv::Point2d toPoint2d() const { return cv::Point2d(); } |
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operator cv::Point2d() const { return toPoint2d(); } |
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// -------------------------- Size --------------------------------------- |
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Bridge& operator=(const cv::Size& obj) { return *this; } |
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cv::Size toSize() const { return cv::Size(); } |
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operator cv::Size() const { return toSize(); } |
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// -------------------------- Moments -------------------------------------- |
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Bridge& operator=(const cv::Moments& obj) { return *this; } |
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cv::Moments toMoments() const { return cv::Moments(); } |
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operator cv::Moments() const { return toMoments(); } |
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// -------------------------- Scalar -------------------------------------- |
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Bridge& operator=(const cv::Scalar& obj) { return *this; } |
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cv::Scalar toScalar() { return cv::Scalar(); } |
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operator cv::Scalar() { return toScalar(); } |
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// -------------------------- Rect ----------------------------------------- |
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Bridge& operator=(const cv::Rect& obj) { return *this; } |
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cv::Rect toRect() { return cv::Rect(); } |
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operator cv::Rect() { return toRect(); } |
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// ---------------------- RotatedRect --------------------------------------- |
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Bridge& operator=(const cv::RotatedRect& obj) { return *this; } |
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cv::RotatedRect toRotatedRect() { return cv::RotatedRect(); } |
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operator cv::RotatedRect() { return toRotatedRect(); } |
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// ---------------------- TermCriteria -------------------------------------- |
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Bridge& operator=(const cv::TermCriteria& obj) { return *this; } |
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cv::TermCriteria toTermCriteria() { return cv::TermCriteria(); } |
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operator cv::TermCriteria() { return toTermCriteria(); } |
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// ---------------------- RNG -------------------------------------- |
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Bridge& operator=(const cv::RNG& obj) { return *this; } |
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/*! @brief explicit conversion to cv::RNG() |
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* |
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* Converts a bridge object to a cv::RNG(). We explicitly assert that |
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* the object is an RNG in matlab space before attempting to deference |
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* its pointer |
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*/ |
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cv::RNG toRNG() { |
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return (*getObjectByName<cv::RNG>("RNG")); |
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} |
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operator cv::RNG() { return toRNG(); } |
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// -------------------------------------------------------------------------- |
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// OPENCV VECTOR TYPES |
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// -------------------------------------------------------------------------- |
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// -------------------- vector_Mat ------------------------------------------ |
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Bridge& operator=(const vector_Mat& obj) { return *this; } |
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vector_Mat toVectorMat() { return vector_Mat(); } |
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operator vector_Mat() { return toVectorMat(); } |
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// --------------------------- vector_int ---------------------------------- |
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Bridge& operator=(const vector_int& obj) { return *this; } |
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vector_int toVectorInt() { return vector_int(); } |
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operator vector_int() { return toVectorInt(); } |
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// --------------------------- vector_float -------------------------------- |
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Bridge& operator=(const vector_float& obj) { return *this; } |
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vector_float toVectorFloat() { return vector_float(); } |
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operator vector_float() { return toVectorFloat(); } |
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// --------------------------- vector_Rect --------------------------------- |
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Bridge& operator=(const vector_Rect& obj) { return *this; } |
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vector_Rect toVectorRect() { return vector_Rect(); } |
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operator vector_Rect() { return toVectorRect(); } |
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// --------------------------- vector_KeyPoint ----------------------------- |
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Bridge& operator=(const vector_KeyPoint& obj) { return *this; } |
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vector_KeyPoint toVectorKeyPoint() { return vector_KeyPoint(); } |
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operator vector_KeyPoint() { return toVectorKeyPoint(); } |
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// --------------------------- vector_String ------------------------------- |
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Bridge& operator=(const vector_String& obj) { return *this; } |
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vector_String toVectorString() { return vector_String(); } |
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operator vector_String() { return toVectorString(); } |
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// ------------------------ vector_Point ------------------------------------ |
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Bridge& operator=(const vector_Point& obj) { return *this; } |
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vector_Point toVectorPoint() { return vector_Point(); } |
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operator vector_Point() { return toVectorPoint(); } |
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// ------------------------ vector_uchar ------------------------------------ |
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Bridge& operator=(const vector_uchar& obj) { return *this; } |
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vector_uchar toVectorUchar() { return vector_uchar(); } |
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operator vector_uchar() { return toVectorUchar(); } |
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// -------------------------------------------------------------------------- |
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// OPENCV COMPLEX TYPES |
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// -------------------------------------------------------------------------- |
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// --------------------------- Ptr_StereoBM ----------------------------- |
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Bridge& operator=(const Ptr_StereoBM& obj) { return *this; } |
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Ptr_StereoBM toPtrStereoBM() { return Ptr_StereoBM(); } |
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operator Ptr_StereoBM() { return toPtrStereoBM(); } |
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// --------------------------- Ptr_StereoSGBM --------------------------- |
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Bridge& operator=(const Ptr_StereoSGBM& obj) { return *this; } |
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Ptr_StereoSGBM toPtrStereoSGBM() { return Ptr_StereoSGBM(); } |
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operator Ptr_StereoSGBM() { return toPtrStereoSGBM(); } |
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// --------------------------- Ptr_FeatureDetector ---------------------- |
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Bridge& operator=(const Ptr_FeatureDetector& obj) { return *this; } |
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Ptr_FeatureDetector toPtrFeatureDetector() { return Ptr_FeatureDetector(); } |
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operator Ptr_FeatureDetector() { return toPtrFeatureDetector(); } |
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}; |
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#endif
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