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			1509 lines
		
	
	
		
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			C++
		
	
		
		
			
		
	
	
			1509 lines
		
	
	
		
			47 KiB
		
	
	
	
		
			C++
		
	
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											3 years ago
										 
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								/*M///////////////////////////////////////////////////////////////////////////////////////
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								//  IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING.
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								//  copy or use the software.
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								//                          License Agreement
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								//                For Open Source Computer Vision Library
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								//
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								// Copyright (C) 2000-2008, Intel Corporation, all rights reserved.
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								// Copyright (C) 2009, Willow Garage Inc., all rights reserved.
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								// Copyright (C) 2013, OpenCV Foundation, all rights reserved.
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								// Third party copyrights are property of their respective owners.
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								//   * Redistribution's of source code must retain the above copyright notice,
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								//     this list of conditions and the following disclaimer.
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								//   * Redistribution's in binary form must reproduce the above copyright notice,
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								//     this list of conditions and the following disclaimer in the documentation
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								//   * The name of the copyright holders may not be used to endorse or promote products
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								//     derived from this software without specific prior written permission.
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								// This software is provided by the copyright holders and contributors "as is" and
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								//
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								//M*/
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								#ifndef OPENCV_CORE_MATX_HPP
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								#define OPENCV_CORE_MATX_HPP
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								#ifndef __cplusplus
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								#  error matx.hpp header must be compiled as C++
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								#endif
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								#include "opencv2/core/cvdef.h"
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								#include "opencv2/core/base.hpp"
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								#include "opencv2/core/traits.hpp"
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								#include "opencv2/core/saturate.hpp"
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								#include <initializer_list>
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								namespace cv
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								{
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								//! @addtogroup core_basic
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								//! @{
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								////////////////////////////// Small Matrix ///////////////////////////
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								//! @cond IGNORED
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								// FIXIT Remove this (especially CV_EXPORTS modifier)
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								struct CV_EXPORTS Matx_AddOp { Matx_AddOp() {} Matx_AddOp(const Matx_AddOp&) {} };
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								struct CV_EXPORTS Matx_SubOp { Matx_SubOp() {} Matx_SubOp(const Matx_SubOp&) {} };
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								struct CV_EXPORTS Matx_ScaleOp { Matx_ScaleOp() {} Matx_ScaleOp(const Matx_ScaleOp&) {} };
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								struct CV_EXPORTS Matx_MulOp { Matx_MulOp() {} Matx_MulOp(const Matx_MulOp&) {} };
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								struct CV_EXPORTS Matx_DivOp { Matx_DivOp() {} Matx_DivOp(const Matx_DivOp&) {} };
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								struct CV_EXPORTS Matx_MatMulOp { Matx_MatMulOp() {} Matx_MatMulOp(const Matx_MatMulOp&) {} };
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								struct CV_EXPORTS Matx_TOp { Matx_TOp() {} Matx_TOp(const Matx_TOp&) {} };
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								//! @endcond
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								/** @brief Template class for small matrices whose type and size are known at compilation time
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								If you need a more flexible type, use Mat . The elements of the matrix M are accessible using the
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								M(i,j) notation. Most of the common matrix operations (see also @ref MatrixExpressions ) are
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								available. To do an operation on Matx that is not implemented, you can easily convert the matrix to
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								Mat and backwards:
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								@code{.cpp}
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								    Matx33f m(1, 2, 3,
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								              4, 5, 6,
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								              7, 8, 9);
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								    cout << sum(Mat(m*m.t())) << endl;
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								@endcode
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								Except of the plain constructor which takes a list of elements, Matx can be initialized from a C-array:
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								@code{.cpp}
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								    float values[] = { 1, 2, 3};
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								    Matx31f m(values);
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								@endcode
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								In case if C++11 features are available, std::initializer_list can be also used to initialize Matx:
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								@code{.cpp}
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								    Matx31f m = { 1, 2, 3};
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								@endcode
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								 */
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								template<typename _Tp, int m, int n> class Matx
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								{
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								public:
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								    enum {
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								           rows     = m,
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								           cols     = n,
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								           channels = rows*cols,
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								#ifdef OPENCV_TRAITS_ENABLE_DEPRECATED
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								           depth    = traits::Type<_Tp>::value,
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								           type     = CV_MAKETYPE(depth, channels),
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								#endif
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								           shortdim = (m < n ? m : n)
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								         };
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								    typedef _Tp                           value_type;
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								    typedef Matx<_Tp, m, n>               mat_type;
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								    typedef Matx<_Tp, shortdim, 1> diag_type;
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								    //! default constructor
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								    Matx();
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								    explicit Matx(_Tp v0); //!< 1x1 matrix
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								    Matx(_Tp v0, _Tp v1); //!< 1x2 or 2x1 matrix
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								    Matx(_Tp v0, _Tp v1, _Tp v2); //!< 1x3 or 3x1 matrix
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								    Matx(_Tp v0, _Tp v1, _Tp v2, _Tp v3); //!< 1x4, 2x2 or 4x1 matrix
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								    Matx(_Tp v0, _Tp v1, _Tp v2, _Tp v3, _Tp v4); //!< 1x5 or 5x1 matrix
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								    Matx(_Tp v0, _Tp v1, _Tp v2, _Tp v3, _Tp v4, _Tp v5); //!< 1x6, 2x3, 3x2 or 6x1 matrix
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								    Matx(_Tp v0, _Tp v1, _Tp v2, _Tp v3, _Tp v4, _Tp v5, _Tp v6); //!< 1x7 or 7x1 matrix
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								    Matx(_Tp v0, _Tp v1, _Tp v2, _Tp v3, _Tp v4, _Tp v5, _Tp v6, _Tp v7); //!< 1x8, 2x4, 4x2 or 8x1 matrix
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								    Matx(_Tp v0, _Tp v1, _Tp v2, _Tp v3, _Tp v4, _Tp v5, _Tp v6, _Tp v7, _Tp v8); //!< 1x9, 3x3 or 9x1 matrix
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								    Matx(_Tp v0, _Tp v1, _Tp v2, _Tp v3, _Tp v4, _Tp v5, _Tp v6, _Tp v7, _Tp v8, _Tp v9); //!< 1x10, 2x5 or 5x2 or 10x1 matrix
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								    Matx(_Tp v0, _Tp v1, _Tp v2, _Tp v3,
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								         _Tp v4, _Tp v5, _Tp v6, _Tp v7,
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								         _Tp v8, _Tp v9, _Tp v10, _Tp v11); //!< 1x12, 2x6, 3x4, 4x3, 6x2 or 12x1 matrix
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								    Matx(_Tp v0, _Tp v1, _Tp v2, _Tp v3,
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								         _Tp v4, _Tp v5, _Tp v6, _Tp v7,
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								         _Tp v8, _Tp v9, _Tp v10, _Tp v11,
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								         _Tp v12, _Tp v13); //!< 1x14, 2x7, 7x2 or 14x1 matrix
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								    Matx(_Tp v0, _Tp v1, _Tp v2, _Tp v3,
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								         _Tp v4, _Tp v5, _Tp v6, _Tp v7,
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								         _Tp v8, _Tp v9, _Tp v10, _Tp v11,
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								         _Tp v12, _Tp v13, _Tp v14, _Tp v15); //!< 1x16, 4x4 or 16x1 matrix
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								    explicit Matx(const _Tp* vals); //!< initialize from a plain array
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								    Matx(std::initializer_list<_Tp>); //!< initialize from an initializer list
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								    CV_NODISCARD_STD static Matx all(_Tp alpha);
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								    CV_NODISCARD_STD static Matx zeros();
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								    CV_NODISCARD_STD static Matx ones();
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								    CV_NODISCARD_STD static Matx eye();
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								    CV_NODISCARD_STD static Matx diag(const diag_type& d);
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								    /** @brief Generates uniformly distributed random numbers
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								    @param a Range boundary.
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								    @param b The other range boundary (boundaries don't have to be ordered, the lower boundary is inclusive,
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								    the upper one is exclusive).
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								     */
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								    CV_NODISCARD_STD static Matx randu(_Tp a, _Tp b);
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								    /** @brief Generates normally distributed random numbers
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								    @param a Mean value.
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								    @param b Standard deviation.
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								     */
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								    CV_NODISCARD_STD static Matx randn(_Tp a, _Tp b);
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								    //! dot product computed with the default precision
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								    _Tp dot(const Matx<_Tp, m, n>& v) const;
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								    //! dot product computed in double-precision arithmetics
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								    double ddot(const Matx<_Tp, m, n>& v) const;
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								    //! conversion to another data type
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								    template<typename T2> operator Matx<T2, m, n>() const;
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								    //! change the matrix shape
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								    template<int m1, int n1> Matx<_Tp, m1, n1> reshape() const;
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								    //! extract part of the matrix
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								    template<int m1, int n1> Matx<_Tp, m1, n1> get_minor(int base_row, int base_col) const;
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								    //! extract the matrix row
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								    Matx<_Tp, 1, n> row(int i) const;
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								    //! extract the matrix column
							 | 
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								    Matx<_Tp, m, 1> col(int i) const;
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							 | 
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								    //! extract the matrix diagonal
							 | 
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								    diag_type diag() const;
							 | 
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								    //! transpose the matrix
							 | 
						||
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								    Matx<_Tp, n, m> t() const;
							 | 
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| 
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							 | 
						||
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								 | 
							
								    //! invert the matrix
							 | 
						||
| 
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								    Matx<_Tp, n, m> inv(int method=DECOMP_LU, bool *p_is_ok = NULL) const;
							 | 
						||
| 
								 | 
							
								
							 | 
						||
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								    //! solve linear system
							 | 
						||
| 
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								    template<int l> Matx<_Tp, n, l> solve(const Matx<_Tp, m, l>& rhs, int flags=DECOMP_LU) const;
							 | 
						||
| 
								 | 
							
								    Vec<_Tp, n> solve(const Vec<_Tp, m>& rhs, int method) const;
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								    //! multiply two matrices element-wise
							 | 
						||
| 
								 | 
							
								    Matx<_Tp, m, n> mul(const Matx<_Tp, m, n>& a) const;
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								    //! divide two matrices element-wise
							 | 
						||
| 
								 | 
							
								    Matx<_Tp, m, n> div(const Matx<_Tp, m, n>& a) const;
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								    //! element access
							 | 
						||
| 
								 | 
							
								    const _Tp& operator ()(int row, int col) const;
							 | 
						||
| 
								 | 
							
								    _Tp& operator ()(int row, int col);
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								    //! 1D element access
							 | 
						||
| 
								 | 
							
								    const _Tp& operator ()(int i) const;
							 | 
						||
| 
								 | 
							
								    _Tp& operator ()(int i);
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								    Matx(const Matx<_Tp, m, n>& a, const Matx<_Tp, m, n>& b, Matx_AddOp);
							 | 
						||
| 
								 | 
							
								    Matx(const Matx<_Tp, m, n>& a, const Matx<_Tp, m, n>& b, Matx_SubOp);
							 | 
						||
| 
								 | 
							
								    template<typename _T2> Matx(const Matx<_Tp, m, n>& a, _T2 alpha, Matx_ScaleOp);
							 | 
						||
| 
								 | 
							
								    Matx(const Matx<_Tp, m, n>& a, const Matx<_Tp, m, n>& b, Matx_MulOp);
							 | 
						||
| 
								 | 
							
								    Matx(const Matx<_Tp, m, n>& a, const Matx<_Tp, m, n>& b, Matx_DivOp);
							 | 
						||
| 
								 | 
							
								    template<int l> Matx(const Matx<_Tp, m, l>& a, const Matx<_Tp, l, n>& b, Matx_MatMulOp);
							 | 
						||
| 
								 | 
							
								    Matx(const Matx<_Tp, n, m>& a, Matx_TOp);
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								    _Tp val[m*n]; //< matrix elements
							 | 
						||
| 
								 | 
							
								};
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								typedef Matx<float, 1, 2> Matx12f;
							 | 
						||
| 
								 | 
							
								typedef Matx<double, 1, 2> Matx12d;
							 | 
						||
| 
								 | 
							
								typedef Matx<float, 1, 3> Matx13f;
							 | 
						||
| 
								 | 
							
								typedef Matx<double, 1, 3> Matx13d;
							 | 
						||
| 
								 | 
							
								typedef Matx<float, 1, 4> Matx14f;
							 | 
						||
| 
								 | 
							
								typedef Matx<double, 1, 4> Matx14d;
							 | 
						||
| 
								 | 
							
								typedef Matx<float, 1, 6> Matx16f;
							 | 
						||
| 
								 | 
							
								typedef Matx<double, 1, 6> Matx16d;
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								typedef Matx<float, 2, 1> Matx21f;
							 | 
						||
| 
								 | 
							
								typedef Matx<double, 2, 1> Matx21d;
							 | 
						||
| 
								 | 
							
								typedef Matx<float, 3, 1> Matx31f;
							 | 
						||
| 
								 | 
							
								typedef Matx<double, 3, 1> Matx31d;
							 | 
						||
| 
								 | 
							
								typedef Matx<float, 4, 1> Matx41f;
							 | 
						||
| 
								 | 
							
								typedef Matx<double, 4, 1> Matx41d;
							 | 
						||
| 
								 | 
							
								typedef Matx<float, 6, 1> Matx61f;
							 | 
						||
| 
								 | 
							
								typedef Matx<double, 6, 1> Matx61d;
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								typedef Matx<float, 2, 2> Matx22f;
							 | 
						||
| 
								 | 
							
								typedef Matx<double, 2, 2> Matx22d;
							 | 
						||
| 
								 | 
							
								typedef Matx<float, 2, 3> Matx23f;
							 | 
						||
| 
								 | 
							
								typedef Matx<double, 2, 3> Matx23d;
							 | 
						||
| 
								 | 
							
								typedef Matx<float, 3, 2> Matx32f;
							 | 
						||
| 
								 | 
							
								typedef Matx<double, 3, 2> Matx32d;
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								typedef Matx<float, 3, 3> Matx33f;
							 | 
						||
| 
								 | 
							
								typedef Matx<double, 3, 3> Matx33d;
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								typedef Matx<float, 3, 4> Matx34f;
							 | 
						||
| 
								 | 
							
								typedef Matx<double, 3, 4> Matx34d;
							 | 
						||
| 
								 | 
							
								typedef Matx<float, 4, 3> Matx43f;
							 | 
						||
| 
								 | 
							
								typedef Matx<double, 4, 3> Matx43d;
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								typedef Matx<float, 4, 4> Matx44f;
							 | 
						||
| 
								 | 
							
								typedef Matx<double, 4, 4> Matx44d;
							 | 
						||
| 
								 | 
							
								typedef Matx<float, 6, 6> Matx66f;
							 | 
						||
| 
								 | 
							
								typedef Matx<double, 6, 6> Matx66d;
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								/*!
							 | 
						||
| 
								 | 
							
								  traits
							 | 
						||
| 
								 | 
							
								*/
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int m, int n> class DataType< Matx<_Tp, m, n> >
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								public:
							 | 
						||
| 
								 | 
							
								    typedef Matx<_Tp, m, n>                               value_type;
							 | 
						||
| 
								 | 
							
								    typedef Matx<typename DataType<_Tp>::work_type, m, n> work_type;
							 | 
						||
| 
								 | 
							
								    typedef _Tp                                           channel_type;
							 | 
						||
| 
								 | 
							
								    typedef value_type                                    vec_type;
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								    enum { generic_type = 0,
							 | 
						||
| 
								 | 
							
								           channels     = m * n,
							 | 
						||
| 
								 | 
							
								           fmt          = traits::SafeFmt<channel_type>::fmt + ((channels - 1) << 8)
							 | 
						||
| 
								 | 
							
								#ifdef OPENCV_TRAITS_ENABLE_DEPRECATED
							 | 
						||
| 
								 | 
							
								           ,depth        = DataType<channel_type>::depth
							 | 
						||
| 
								 | 
							
								           ,type         = CV_MAKETYPE(depth, channels)
							 | 
						||
| 
								 | 
							
								#endif
							 | 
						||
| 
								 | 
							
								         };
							 | 
						||
| 
								 | 
							
								};
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								namespace traits {
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int m, int n>
							 | 
						||
| 
								 | 
							
								struct Depth< Matx<_Tp, m, n> > { enum { value = Depth<_Tp>::value }; };
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int m, int n>
							 | 
						||
| 
								 | 
							
								struct Type< Matx<_Tp, m, n> > { enum { value = CV_MAKETYPE(Depth<_Tp>::value, n*m) }; };
							 | 
						||
| 
								 | 
							
								} // namespace
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								/** @brief  Comma-separated Matrix Initializer
							 | 
						||
| 
								 | 
							
								*/
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int m, int n> class MatxCommaInitializer
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								public:
							 | 
						||
| 
								 | 
							
								    MatxCommaInitializer(Matx<_Tp, m, n>* _mtx);
							 | 
						||
| 
								 | 
							
								    template<typename T2> MatxCommaInitializer<_Tp, m, n>& operator , (T2 val);
							 | 
						||
| 
								 | 
							
								    Matx<_Tp, m, n> operator *() const;
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								    Matx<_Tp, m, n>* dst;
							 | 
						||
| 
								 | 
							
								    int idx;
							 | 
						||
| 
								 | 
							
								};
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								/*
							 | 
						||
| 
								 | 
							
								 Utility methods
							 | 
						||
| 
								 | 
							
								*/
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int m> static double determinant(const Matx<_Tp, m, m>& a);
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int m, int n> static double trace(const Matx<_Tp, m, n>& a);
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int m, int n> static double norm(const Matx<_Tp, m, n>& M);
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int m, int n> static double norm(const Matx<_Tp, m, n>& M, int normType);
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								/////////////////////// Vec (used as element of multi-channel images /////////////////////
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								/** @brief Template class for short numerical vectors, a partial case of Matx
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								This template class represents short numerical vectors (of 1, 2, 3, 4 ... elements) on which you
							 | 
						||
| 
								 | 
							
								can perform basic arithmetical operations, access individual elements using [] operator etc. The
							 | 
						||
| 
								 | 
							
								vectors are allocated on stack, as opposite to std::valarray, std::vector, cv::Mat etc., which
							 | 
						||
| 
								 | 
							
								elements are dynamically allocated in the heap.
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								The template takes 2 parameters:
							 | 
						||
| 
								 | 
							
								@tparam _Tp element type
							 | 
						||
| 
								 | 
							
								@tparam cn the number of elements
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								In addition to the universal notation like Vec<float, 3>, you can use shorter aliases
							 | 
						||
| 
								 | 
							
								for the most popular specialized variants of Vec, e.g. Vec3f ~ Vec<float, 3>.
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								It is possible to convert Vec\<T,2\> to/from Point_, Vec\<T,3\> to/from Point3_ , and Vec\<T,4\>
							 | 
						||
| 
								 | 
							
								to CvScalar or Scalar_. Use operator[] to access the elements of Vec.
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								All the expected vector operations are also implemented:
							 | 
						||
| 
								 | 
							
								-   v1 = v2 + v3
							 | 
						||
| 
								 | 
							
								-   v1 = v2 - v3
							 | 
						||
| 
								 | 
							
								-   v1 = v2 \* scale
							 | 
						||
| 
								 | 
							
								-   v1 = scale \* v2
							 | 
						||
| 
								 | 
							
								-   v1 = -v2
							 | 
						||
| 
								 | 
							
								-   v1 += v2 and other augmenting operations
							 | 
						||
| 
								 | 
							
								-   v1 == v2, v1 != v2
							 | 
						||
| 
								 | 
							
								-   norm(v1) (euclidean norm)
							 | 
						||
| 
								 | 
							
								The Vec class is commonly used to describe pixel types of multi-channel arrays. See Mat for details.
							 | 
						||
| 
								 | 
							
								*/
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int cn> class Vec : public Matx<_Tp, cn, 1>
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								public:
							 | 
						||
| 
								 | 
							
								    typedef _Tp value_type;
							 | 
						||
| 
								 | 
							
								    enum {
							 | 
						||
| 
								 | 
							
								           channels = cn,
							 | 
						||
| 
								 | 
							
								#ifdef OPENCV_TRAITS_ENABLE_DEPRECATED
							 | 
						||
| 
								 | 
							
								           depth    = Matx<_Tp, cn, 1>::depth,
							 | 
						||
| 
								 | 
							
								           type     = CV_MAKETYPE(depth, channels),
							 | 
						||
| 
								 | 
							
								#endif
							 | 
						||
| 
								 | 
							
								           _dummy_enum_finalizer = 0
							 | 
						||
| 
								 | 
							
								         };
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								    //! default constructor
							 | 
						||
| 
								 | 
							
								    Vec();
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								    Vec(_Tp v0); //!< 1-element vector constructor
							 | 
						||
| 
								 | 
							
								    Vec(_Tp v0, _Tp v1); //!< 2-element vector constructor
							 | 
						||
| 
								 | 
							
								    Vec(_Tp v0, _Tp v1, _Tp v2); //!< 3-element vector constructor
							 | 
						||
| 
								 | 
							
								    Vec(_Tp v0, _Tp v1, _Tp v2, _Tp v3); //!< 4-element vector constructor
							 | 
						||
| 
								 | 
							
								    Vec(_Tp v0, _Tp v1, _Tp v2, _Tp v3, _Tp v4); //!< 5-element vector constructor
							 | 
						||
| 
								 | 
							
								    Vec(_Tp v0, _Tp v1, _Tp v2, _Tp v3, _Tp v4, _Tp v5); //!< 6-element vector constructor
							 | 
						||
| 
								 | 
							
								    Vec(_Tp v0, _Tp v1, _Tp v2, _Tp v3, _Tp v4, _Tp v5, _Tp v6); //!< 7-element vector constructor
							 | 
						||
| 
								 | 
							
								    Vec(_Tp v0, _Tp v1, _Tp v2, _Tp v3, _Tp v4, _Tp v5, _Tp v6, _Tp v7); //!< 8-element vector constructor
							 | 
						||
| 
								 | 
							
								    Vec(_Tp v0, _Tp v1, _Tp v2, _Tp v3, _Tp v4, _Tp v5, _Tp v6, _Tp v7, _Tp v8); //!< 9-element vector constructor
							 | 
						||
| 
								 | 
							
								    Vec(_Tp v0, _Tp v1, _Tp v2, _Tp v3, _Tp v4, _Tp v5, _Tp v6, _Tp v7, _Tp v8, _Tp v9); //!< 10-element vector constructor
							 | 
						||
| 
								 | 
							
								    Vec(_Tp v0, _Tp v1, _Tp v2, _Tp v3, _Tp v4, _Tp v5, _Tp v6, _Tp v7, _Tp v8, _Tp v9, _Tp v10, _Tp v11, _Tp v12, _Tp v13); //!< 14-element vector constructor
							 | 
						||
| 
								 | 
							
								    explicit Vec(const _Tp* values);
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								    Vec(std::initializer_list<_Tp>);
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								    Vec(const Vec<_Tp, cn>& v);
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								    static Vec all(_Tp alpha);
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								    //! per-element multiplication
							 | 
						||
| 
								 | 
							
								    Vec mul(const Vec<_Tp, cn>& v) const;
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								    //! conjugation (makes sense for complex numbers and quaternions)
							 | 
						||
| 
								 | 
							
								    Vec conj() const;
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								    /*!
							 | 
						||
| 
								 | 
							
								      cross product of the two 3D vectors.
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								      For other dimensionalities the exception is raised
							 | 
						||
| 
								 | 
							
								    */
							 | 
						||
| 
								 | 
							
								    Vec cross(const Vec& v) const;
							 | 
						||
| 
								 | 
							
								    //! conversion to another data type
							 | 
						||
| 
								 | 
							
								    template<typename T2> operator Vec<T2, cn>() const;
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								    /*! element access */
							 | 
						||
| 
								 | 
							
								    const _Tp& operator [](int i) const;
							 | 
						||
| 
								 | 
							
								    _Tp& operator[](int i);
							 | 
						||
| 
								 | 
							
								    const _Tp& operator ()(int i) const;
							 | 
						||
| 
								 | 
							
								    _Tp& operator ()(int i);
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								#ifdef CV_CXX11
							 | 
						||
| 
								 | 
							
								    Vec<_Tp, cn>& operator=(const Vec<_Tp, cn>& rhs) = default;
							 | 
						||
| 
								 | 
							
								#endif
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								    Vec(const Matx<_Tp, cn, 1>& a, const Matx<_Tp, cn, 1>& b, Matx_AddOp);
							 | 
						||
| 
								 | 
							
								    Vec(const Matx<_Tp, cn, 1>& a, const Matx<_Tp, cn, 1>& b, Matx_SubOp);
							 | 
						||
| 
								 | 
							
								    template<typename _T2> Vec(const Matx<_Tp, cn, 1>& a, _T2 alpha, Matx_ScaleOp);
							 | 
						||
| 
								 | 
							
								};
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								/** @name Shorter aliases for the most popular specializations of Vec<T,n>
							 | 
						||
| 
								 | 
							
								  @{
							 | 
						||
| 
								 | 
							
								*/
							 | 
						||
| 
								 | 
							
								typedef Vec<uchar, 2> Vec2b;
							 | 
						||
| 
								 | 
							
								typedef Vec<uchar, 3> Vec3b;
							 | 
						||
| 
								 | 
							
								typedef Vec<uchar, 4> Vec4b;
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								typedef Vec<short, 2> Vec2s;
							 | 
						||
| 
								 | 
							
								typedef Vec<short, 3> Vec3s;
							 | 
						||
| 
								 | 
							
								typedef Vec<short, 4> Vec4s;
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								typedef Vec<ushort, 2> Vec2w;
							 | 
						||
| 
								 | 
							
								typedef Vec<ushort, 3> Vec3w;
							 | 
						||
| 
								 | 
							
								typedef Vec<ushort, 4> Vec4w;
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								typedef Vec<int, 2> Vec2i;
							 | 
						||
| 
								 | 
							
								typedef Vec<int, 3> Vec3i;
							 | 
						||
| 
								 | 
							
								typedef Vec<int, 4> Vec4i;
							 | 
						||
| 
								 | 
							
								typedef Vec<int, 6> Vec6i;
							 | 
						||
| 
								 | 
							
								typedef Vec<int, 8> Vec8i;
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								typedef Vec<float, 2> Vec2f;
							 | 
						||
| 
								 | 
							
								typedef Vec<float, 3> Vec3f;
							 | 
						||
| 
								 | 
							
								typedef Vec<float, 4> Vec4f;
							 | 
						||
| 
								 | 
							
								typedef Vec<float, 6> Vec6f;
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								typedef Vec<double, 2> Vec2d;
							 | 
						||
| 
								 | 
							
								typedef Vec<double, 3> Vec3d;
							 | 
						||
| 
								 | 
							
								typedef Vec<double, 4> Vec4d;
							 | 
						||
| 
								 | 
							
								typedef Vec<double, 6> Vec6d;
							 | 
						||
| 
								 | 
							
								/** @} */
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								/*!
							 | 
						||
| 
								 | 
							
								  traits
							 | 
						||
| 
								 | 
							
								*/
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int cn> class DataType< Vec<_Tp, cn> >
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								public:
							 | 
						||
| 
								 | 
							
								    typedef Vec<_Tp, cn>                               value_type;
							 | 
						||
| 
								 | 
							
								    typedef Vec<typename DataType<_Tp>::work_type, cn> work_type;
							 | 
						||
| 
								 | 
							
								    typedef _Tp                                        channel_type;
							 | 
						||
| 
								 | 
							
								    typedef value_type                                 vec_type;
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								    enum { generic_type = 0,
							 | 
						||
| 
								 | 
							
								           channels     = cn,
							 | 
						||
| 
								 | 
							
								           fmt          = DataType<channel_type>::fmt + ((channels - 1) << 8),
							 | 
						||
| 
								 | 
							
								#ifdef OPENCV_TRAITS_ENABLE_DEPRECATED
							 | 
						||
| 
								 | 
							
								           depth        = DataType<channel_type>::depth,
							 | 
						||
| 
								 | 
							
								           type         = CV_MAKETYPE(depth, channels),
							 | 
						||
| 
								 | 
							
								#endif
							 | 
						||
| 
								 | 
							
								           _dummy_enum_finalizer = 0
							 | 
						||
| 
								 | 
							
								         };
							 | 
						||
| 
								 | 
							
								};
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								namespace traits {
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int cn>
							 | 
						||
| 
								 | 
							
								struct Depth< Vec<_Tp, cn> > { enum { value = Depth<_Tp>::value }; };
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int cn>
							 | 
						||
| 
								 | 
							
								struct Type< Vec<_Tp, cn> > { enum { value = CV_MAKETYPE(Depth<_Tp>::value, cn) }; };
							 | 
						||
| 
								 | 
							
								} // namespace
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								/** @brief  Comma-separated Vec Initializer
							 | 
						||
| 
								 | 
							
								*/
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int m> class VecCommaInitializer : public MatxCommaInitializer<_Tp, m, 1>
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								public:
							 | 
						||
| 
								 | 
							
								    VecCommaInitializer(Vec<_Tp, m>* _vec);
							 | 
						||
| 
								 | 
							
								    template<typename T2> VecCommaInitializer<_Tp, m>& operator , (T2 val);
							 | 
						||
| 
								 | 
							
								    Vec<_Tp, m> operator *() const;
							 | 
						||
| 
								 | 
							
								};
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int cn> static Vec<_Tp, cn> normalize(const Vec<_Tp, cn>& v);
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								//! @} core_basic
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								//! @cond IGNORED
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								///////////////////////////////////// helper classes /////////////////////////////////////
							 | 
						||
| 
								 | 
							
								namespace internal
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int m> struct Matx_DetOp
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    double operator ()(const Matx<_Tp, m, m>& a) const
							 | 
						||
| 
								 | 
							
								    {
							 | 
						||
| 
								 | 
							
								        Matx<_Tp, m, m> temp = a;
							 | 
						||
| 
								 | 
							
								        double p = LU(temp.val, m*sizeof(_Tp), m, 0, 0, 0);
							 | 
						||
| 
								 | 
							
								        if( p == 0 )
							 | 
						||
| 
								 | 
							
								            return p;
							 | 
						||
| 
								 | 
							
								        for( int i = 0; i < m; i++ )
							 | 
						||
| 
								 | 
							
								            p *= temp(i, i);
							 | 
						||
| 
								 | 
							
								        return p;
							 | 
						||
| 
								 | 
							
								    }
							 | 
						||
| 
								 | 
							
								};
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp> struct Matx_DetOp<_Tp, 1>
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    double operator ()(const Matx<_Tp, 1, 1>& a) const
							 | 
						||
| 
								 | 
							
								    {
							 | 
						||
| 
								 | 
							
								        return a(0,0);
							 | 
						||
| 
								 | 
							
								    }
							 | 
						||
| 
								 | 
							
								};
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp> struct Matx_DetOp<_Tp, 2>
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    double operator ()(const Matx<_Tp, 2, 2>& a) const
							 | 
						||
| 
								 | 
							
								    {
							 | 
						||
| 
								 | 
							
								        return a(0,0)*a(1,1) - a(0,1)*a(1,0);
							 | 
						||
| 
								 | 
							
								    }
							 | 
						||
| 
								 | 
							
								};
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp> struct Matx_DetOp<_Tp, 3>
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    double operator ()(const Matx<_Tp, 3, 3>& a) const
							 | 
						||
| 
								 | 
							
								    {
							 | 
						||
| 
								 | 
							
								        return a(0,0)*(a(1,1)*a(2,2) - a(2,1)*a(1,2)) -
							 | 
						||
| 
								 | 
							
								            a(0,1)*(a(1,0)*a(2,2) - a(2,0)*a(1,2)) +
							 | 
						||
| 
								 | 
							
								            a(0,2)*(a(1,0)*a(2,1) - a(2,0)*a(1,1));
							 | 
						||
| 
								 | 
							
								    }
							 | 
						||
| 
								 | 
							
								};
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp> Vec<_Tp, 2> inline conjugate(const Vec<_Tp, 2>& v)
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    return Vec<_Tp, 2>(v[0], -v[1]);
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp> Vec<_Tp, 4> inline conjugate(const Vec<_Tp, 4>& v)
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    return Vec<_Tp, 4>(v[0], -v[1], -v[2], -v[3]);
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								} // internal
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								////////////////////////////////// Matx Implementation ///////////////////////////////////
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int m, int n> inline
							 | 
						||
| 
								 | 
							
								Matx<_Tp, m, n>::Matx()
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    for(int i = 0; i < channels; i++) val[i] = _Tp(0);
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int m, int n> inline
							 | 
						||
| 
								 | 
							
								Matx<_Tp, m, n>::Matx(_Tp v0)
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    val[0] = v0;
							 | 
						||
| 
								 | 
							
								    for(int i = 1; i < channels; i++) val[i] = _Tp(0);
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int m, int n> inline
							 | 
						||
| 
								 | 
							
								Matx<_Tp, m, n>::Matx(_Tp v0, _Tp v1)
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    CV_StaticAssert(channels >= 2, "Matx should have at least 2 elements.");
							 | 
						||
| 
								 | 
							
								    val[0] = v0; val[1] = v1;
							 | 
						||
| 
								 | 
							
								    for(int i = 2; i < channels; i++) val[i] = _Tp(0);
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int m, int n> inline
							 | 
						||
| 
								 | 
							
								Matx<_Tp, m, n>::Matx(_Tp v0, _Tp v1, _Tp v2)
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    CV_StaticAssert(channels >= 3, "Matx should have at least 3 elements.");
							 | 
						||
| 
								 | 
							
								    val[0] = v0; val[1] = v1; val[2] = v2;
							 | 
						||
| 
								 | 
							
								    for(int i = 3; i < channels; i++) val[i] = _Tp(0);
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int m, int n> inline
							 | 
						||
| 
								 | 
							
								Matx<_Tp, m, n>::Matx(_Tp v0, _Tp v1, _Tp v2, _Tp v3)
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    CV_StaticAssert(channels >= 4, "Matx should have at least 4 elements.");
							 | 
						||
| 
								 | 
							
								    val[0] = v0; val[1] = v1; val[2] = v2; val[3] = v3;
							 | 
						||
| 
								 | 
							
								    for(int i = 4; i < channels; i++) val[i] = _Tp(0);
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int m, int n> inline
							 | 
						||
| 
								 | 
							
								Matx<_Tp, m, n>::Matx(_Tp v0, _Tp v1, _Tp v2, _Tp v3, _Tp v4)
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    CV_StaticAssert(channels >= 5, "Matx should have at least 5 elements.");
							 | 
						||
| 
								 | 
							
								    val[0] = v0; val[1] = v1; val[2] = v2; val[3] = v3; val[4] = v4;
							 | 
						||
| 
								 | 
							
								    for(int i = 5; i < channels; i++) val[i] = _Tp(0);
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int m, int n> inline
							 | 
						||
| 
								 | 
							
								Matx<_Tp, m, n>::Matx(_Tp v0, _Tp v1, _Tp v2, _Tp v3, _Tp v4, _Tp v5)
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    CV_StaticAssert(channels >= 6, "Matx should have at least 6 elements.");
							 | 
						||
| 
								 | 
							
								    val[0] = v0; val[1] = v1; val[2] = v2; val[3] = v3;
							 | 
						||
| 
								 | 
							
								    val[4] = v4; val[5] = v5;
							 | 
						||
| 
								 | 
							
								    for(int i = 6; i < channels; i++) val[i] = _Tp(0);
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int m, int n> inline
							 | 
						||
| 
								 | 
							
								Matx<_Tp, m, n>::Matx(_Tp v0, _Tp v1, _Tp v2, _Tp v3, _Tp v4, _Tp v5, _Tp v6)
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    CV_StaticAssert(channels >= 7, "Matx should have at least 7 elements.");
							 | 
						||
| 
								 | 
							
								    val[0] = v0; val[1] = v1; val[2] = v2; val[3] = v3;
							 | 
						||
| 
								 | 
							
								    val[4] = v4; val[5] = v5; val[6] = v6;
							 | 
						||
| 
								 | 
							
								    for(int i = 7; i < channels; i++) val[i] = _Tp(0);
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int m, int n> inline
							 | 
						||
| 
								 | 
							
								Matx<_Tp, m, n>::Matx(_Tp v0, _Tp v1, _Tp v2, _Tp v3, _Tp v4, _Tp v5, _Tp v6, _Tp v7)
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    CV_StaticAssert(channels >= 8, "Matx should have at least 8 elements.");
							 | 
						||
| 
								 | 
							
								    val[0] = v0; val[1] = v1; val[2] = v2; val[3] = v3;
							 | 
						||
| 
								 | 
							
								    val[4] = v4; val[5] = v5; val[6] = v6; val[7] = v7;
							 | 
						||
| 
								 | 
							
								    for(int i = 8; i < channels; i++) val[i] = _Tp(0);
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int m, int n> inline
							 | 
						||
| 
								 | 
							
								Matx<_Tp, m, n>::Matx(_Tp v0, _Tp v1, _Tp v2, _Tp v3, _Tp v4, _Tp v5, _Tp v6, _Tp v7, _Tp v8)
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    CV_StaticAssert(channels >= 9, "Matx should have at least 9 elements.");
							 | 
						||
| 
								 | 
							
								    val[0] = v0; val[1] = v1; val[2] = v2; val[3] = v3;
							 | 
						||
| 
								 | 
							
								    val[4] = v4; val[5] = v5; val[6] = v6; val[7] = v7;
							 | 
						||
| 
								 | 
							
								    val[8] = v8;
							 | 
						||
| 
								 | 
							
								    for(int i = 9; i < channels; i++) val[i] = _Tp(0);
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int m, int n> inline
							 | 
						||
| 
								 | 
							
								Matx<_Tp, m, n>::Matx(_Tp v0, _Tp v1, _Tp v2, _Tp v3, _Tp v4, _Tp v5, _Tp v6, _Tp v7, _Tp v8, _Tp v9)
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    CV_StaticAssert(channels >= 10, "Matx should have at least 10 elements.");
							 | 
						||
| 
								 | 
							
								    val[0] = v0; val[1] = v1; val[2] = v2; val[3] = v3;
							 | 
						||
| 
								 | 
							
								    val[4] = v4; val[5] = v5; val[6] = v6; val[7] = v7;
							 | 
						||
| 
								 | 
							
								    val[8] = v8; val[9] = v9;
							 | 
						||
| 
								 | 
							
								    for(int i = 10; i < channels; i++) val[i] = _Tp(0);
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int m, int n> inline
							 | 
						||
| 
								 | 
							
								Matx<_Tp,m,n>::Matx(_Tp v0, _Tp v1, _Tp v2, _Tp v3, _Tp v4, _Tp v5, _Tp v6, _Tp v7, _Tp v8, _Tp v9, _Tp v10, _Tp v11)
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    CV_StaticAssert(channels >= 12, "Matx should have at least 12 elements.");
							 | 
						||
| 
								 | 
							
								    val[0] = v0; val[1] = v1; val[2] = v2; val[3] = v3;
							 | 
						||
| 
								 | 
							
								    val[4] = v4; val[5] = v5; val[6] = v6; val[7] = v7;
							 | 
						||
| 
								 | 
							
								    val[8] = v8; val[9] = v9; val[10] = v10; val[11] = v11;
							 | 
						||
| 
								 | 
							
								    for(int i = 12; i < channels; i++) val[i] = _Tp(0);
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int m, int n> inline
							 | 
						||
| 
								 | 
							
								Matx<_Tp,m,n>::Matx(_Tp v0, _Tp v1, _Tp v2, _Tp v3, _Tp v4, _Tp v5, _Tp v6, _Tp v7, _Tp v8, _Tp v9, _Tp v10, _Tp v11, _Tp v12, _Tp v13)
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    CV_StaticAssert(channels >= 14, "Matx should have at least 14 elements.");
							 | 
						||
| 
								 | 
							
								    val[0] = v0; val[1] = v1; val[2] = v2; val[3] = v3;
							 | 
						||
| 
								 | 
							
								    val[4] = v4; val[5] = v5; val[6] = v6; val[7] = v7;
							 | 
						||
| 
								 | 
							
								    val[8] = v8; val[9] = v9; val[10] = v10; val[11] = v11;
							 | 
						||
| 
								 | 
							
								    val[12] = v12; val[13] = v13;
							 | 
						||
| 
								 | 
							
								    for (int i = 14; i < channels; i++) val[i] = _Tp(0);
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int m, int n> inline
							 | 
						||
| 
								 | 
							
								Matx<_Tp,m,n>::Matx(_Tp v0, _Tp v1, _Tp v2, _Tp v3, _Tp v4, _Tp v5, _Tp v6, _Tp v7, _Tp v8, _Tp v9, _Tp v10, _Tp v11, _Tp v12, _Tp v13, _Tp v14, _Tp v15)
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    CV_StaticAssert(channels >= 16, "Matx should have at least 16 elements.");
							 | 
						||
| 
								 | 
							
								    val[0] = v0; val[1] = v1; val[2] = v2; val[3] = v3;
							 | 
						||
| 
								 | 
							
								    val[4] = v4; val[5] = v5; val[6] = v6; val[7] = v7;
							 | 
						||
| 
								 | 
							
								    val[8] = v8; val[9] = v9; val[10] = v10; val[11] = v11;
							 | 
						||
| 
								 | 
							
								    val[12] = v12; val[13] = v13; val[14] = v14; val[15] = v15;
							 | 
						||
| 
								 | 
							
								    for(int i = 16; i < channels; i++) val[i] = _Tp(0);
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int m, int n> inline
							 | 
						||
| 
								 | 
							
								Matx<_Tp, m, n>::Matx(const _Tp* values)
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    for( int i = 0; i < channels; i++ ) val[i] = values[i];
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int m, int n> inline
							 | 
						||
| 
								 | 
							
								Matx<_Tp, m, n>::Matx(std::initializer_list<_Tp> list)
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    CV_DbgAssert(list.size() == channels);
							 | 
						||
| 
								 | 
							
								    int i = 0;
							 | 
						||
| 
								 | 
							
								    for(const auto& elem : list)
							 | 
						||
| 
								 | 
							
								    {
							 | 
						||
| 
								 | 
							
								        val[i++] = elem;
							 | 
						||
| 
								 | 
							
								    }
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int m, int n> inline
							 | 
						||
| 
								 | 
							
								Matx<_Tp, m, n> Matx<_Tp, m, n>::all(_Tp alpha)
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    Matx<_Tp, m, n> M;
							 | 
						||
| 
								 | 
							
								    for( int i = 0; i < m*n; i++ ) M.val[i] = alpha;
							 | 
						||
| 
								 | 
							
								    return M;
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int m, int n> inline
							 | 
						||
| 
								 | 
							
								Matx<_Tp,m,n> Matx<_Tp,m,n>::zeros()
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    return all(0);
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int m, int n> inline
							 | 
						||
| 
								 | 
							
								Matx<_Tp,m,n> Matx<_Tp,m,n>::ones()
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    return all(1);
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int m, int n> inline
							 | 
						||
| 
								 | 
							
								Matx<_Tp,m,n> Matx<_Tp,m,n>::eye()
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    Matx<_Tp,m,n> M;
							 | 
						||
| 
								 | 
							
								    for(int i = 0; i < shortdim; i++)
							 | 
						||
| 
								 | 
							
								        M(i,i) = 1;
							 | 
						||
| 
								 | 
							
								    return M;
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int m, int n> inline
							 | 
						||
| 
								 | 
							
								_Tp Matx<_Tp, m, n>::dot(const Matx<_Tp, m, n>& M) const
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    _Tp s = 0;
							 | 
						||
| 
								 | 
							
								    for( int i = 0; i < channels; i++ ) s += val[i]*M.val[i];
							 | 
						||
| 
								 | 
							
								    return s;
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int m, int n> inline
							 | 
						||
| 
								 | 
							
								double Matx<_Tp, m, n>::ddot(const Matx<_Tp, m, n>& M) const
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    double s = 0;
							 | 
						||
| 
								 | 
							
								    for( int i = 0; i < channels; i++ ) s += (double)val[i]*M.val[i];
							 | 
						||
| 
								 | 
							
								    return s;
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int m, int n> inline
							 | 
						||
| 
								 | 
							
								Matx<_Tp,m,n> Matx<_Tp,m,n>::diag(const typename Matx<_Tp,m,n>::diag_type& d)
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    Matx<_Tp,m,n> M;
							 | 
						||
| 
								 | 
							
								    for(int i = 0; i < shortdim; i++)
							 | 
						||
| 
								 | 
							
								        M(i,i) = d(i, 0);
							 | 
						||
| 
								 | 
							
								    return M;
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int m, int n> template<typename T2>
							 | 
						||
| 
								 | 
							
								inline Matx<_Tp, m, n>::operator Matx<T2, m, n>() const
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    Matx<T2, m, n> M;
							 | 
						||
| 
								 | 
							
								    for( int i = 0; i < m*n; i++ ) M.val[i] = saturate_cast<T2>(val[i]);
							 | 
						||
| 
								 | 
							
								    return M;
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int m, int n> template<int m1, int n1> inline
							 | 
						||
| 
								 | 
							
								Matx<_Tp, m1, n1> Matx<_Tp, m, n>::reshape() const
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    CV_StaticAssert(m1*n1 == m*n, "Input and destnarion matrices must have the same number of elements");
							 | 
						||
| 
								 | 
							
								    return (const Matx<_Tp, m1, n1>&)*this;
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int m, int n>
							 | 
						||
| 
								 | 
							
								template<int m1, int n1> inline
							 | 
						||
| 
								 | 
							
								Matx<_Tp, m1, n1> Matx<_Tp, m, n>::get_minor(int base_row, int base_col) const
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    CV_DbgAssert(0 <= base_row && base_row+m1 <= m && 0 <= base_col && base_col+n1 <= n);
							 | 
						||
| 
								 | 
							
								    Matx<_Tp, m1, n1> s;
							 | 
						||
| 
								 | 
							
								    for( int di = 0; di < m1; di++ )
							 | 
						||
| 
								 | 
							
								        for( int dj = 0; dj < n1; dj++ )
							 | 
						||
| 
								 | 
							
								            s(di, dj) = (*this)(base_row+di, base_col+dj);
							 | 
						||
| 
								 | 
							
								    return s;
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int m, int n> inline
							 | 
						||
| 
								 | 
							
								Matx<_Tp, 1, n> Matx<_Tp, m, n>::row(int i) const
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    CV_DbgAssert((unsigned)i < (unsigned)m);
							 | 
						||
| 
								 | 
							
								    return Matx<_Tp, 1, n>(&val[i*n]);
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int m, int n> inline
							 | 
						||
| 
								 | 
							
								Matx<_Tp, m, 1> Matx<_Tp, m, n>::col(int j) const
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    CV_DbgAssert((unsigned)j < (unsigned)n);
							 | 
						||
| 
								 | 
							
								    Matx<_Tp, m, 1> v;
							 | 
						||
| 
								 | 
							
								    for( int i = 0; i < m; i++ )
							 | 
						||
| 
								 | 
							
								        v.val[i] = val[i*n + j];
							 | 
						||
| 
								 | 
							
								    return v;
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int m, int n> inline
							 | 
						||
| 
								 | 
							
								typename Matx<_Tp, m, n>::diag_type Matx<_Tp, m, n>::diag() const
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    diag_type d;
							 | 
						||
| 
								 | 
							
								    for( int i = 0; i < shortdim; i++ )
							 | 
						||
| 
								 | 
							
								        d.val[i] = val[i*n + i];
							 | 
						||
| 
								 | 
							
								    return d;
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int m, int n> inline
							 | 
						||
| 
								 | 
							
								const _Tp& Matx<_Tp, m, n>::operator()(int row_idx, int col_idx) const
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    CV_DbgAssert( (unsigned)row_idx < (unsigned)m && (unsigned)col_idx < (unsigned)n );
							 | 
						||
| 
								 | 
							
								    return this->val[row_idx*n + col_idx];
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int m, int n> inline
							 | 
						||
| 
								 | 
							
								_Tp& Matx<_Tp, m, n>::operator ()(int row_idx, int col_idx)
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    CV_DbgAssert( (unsigned)row_idx < (unsigned)m && (unsigned)col_idx < (unsigned)n );
							 | 
						||
| 
								 | 
							
								    return val[row_idx*n + col_idx];
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int m, int n> inline
							 | 
						||
| 
								 | 
							
								const _Tp& Matx<_Tp, m, n>::operator ()(int i) const
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    CV_StaticAssert(m == 1 || n == 1, "Single index indexation requires matrix to be a column or a row");
							 | 
						||
| 
								 | 
							
								    CV_DbgAssert( (unsigned)i < (unsigned)(m+n-1) );
							 | 
						||
| 
								 | 
							
								    return val[i];
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int m, int n> inline
							 | 
						||
| 
								 | 
							
								_Tp& Matx<_Tp, m, n>::operator ()(int i)
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    CV_StaticAssert(m == 1 || n == 1, "Single index indexation requires matrix to be a column or a row");
							 | 
						||
| 
								 | 
							
								    CV_DbgAssert( (unsigned)i < (unsigned)(m+n-1) );
							 | 
						||
| 
								 | 
							
								    return val[i];
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int m, int n> inline
							 | 
						||
| 
								 | 
							
								Matx<_Tp,m,n>::Matx(const Matx<_Tp, m, n>& a, const Matx<_Tp, m, n>& b, Matx_AddOp)
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    for( int i = 0; i < channels; i++ )
							 | 
						||
| 
								 | 
							
								        val[i] = saturate_cast<_Tp>(a.val[i] + b.val[i]);
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int m, int n> inline
							 | 
						||
| 
								 | 
							
								Matx<_Tp,m,n>::Matx(const Matx<_Tp, m, n>& a, const Matx<_Tp, m, n>& b, Matx_SubOp)
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    for( int i = 0; i < channels; i++ )
							 | 
						||
| 
								 | 
							
								        val[i] = saturate_cast<_Tp>(a.val[i] - b.val[i]);
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int m, int n> template<typename _T2> inline
							 | 
						||
| 
								 | 
							
								Matx<_Tp,m,n>::Matx(const Matx<_Tp, m, n>& a, _T2 alpha, Matx_ScaleOp)
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    for( int i = 0; i < channels; i++ )
							 | 
						||
| 
								 | 
							
								        val[i] = saturate_cast<_Tp>(a.val[i] * alpha);
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int m, int n> inline
							 | 
						||
| 
								 | 
							
								Matx<_Tp,m,n>::Matx(const Matx<_Tp, m, n>& a, const Matx<_Tp, m, n>& b, Matx_MulOp)
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    for( int i = 0; i < channels; i++ )
							 | 
						||
| 
								 | 
							
								        val[i] = saturate_cast<_Tp>(a.val[i] * b.val[i]);
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int m, int n> inline
							 | 
						||
| 
								 | 
							
								Matx<_Tp,m,n>::Matx(const Matx<_Tp, m, n>& a, const Matx<_Tp, m, n>& b, Matx_DivOp)
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    for( int i = 0; i < channels; i++ )
							 | 
						||
| 
								 | 
							
								        val[i] = saturate_cast<_Tp>(a.val[i] / b.val[i]);
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int m, int n> template<int l> inline
							 | 
						||
| 
								 | 
							
								Matx<_Tp,m,n>::Matx(const Matx<_Tp, m, l>& a, const Matx<_Tp, l, n>& b, Matx_MatMulOp)
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    for( int i = 0; i < m; i++ )
							 | 
						||
| 
								 | 
							
								        for( int j = 0; j < n; j++ )
							 | 
						||
| 
								 | 
							
								        {
							 | 
						||
| 
								 | 
							
								            _Tp s = 0;
							 | 
						||
| 
								 | 
							
								            for( int k = 0; k < l; k++ )
							 | 
						||
| 
								 | 
							
								                s += a(i, k) * b(k, j);
							 | 
						||
| 
								 | 
							
								            val[i*n + j] = s;
							 | 
						||
| 
								 | 
							
								        }
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int m, int n> inline
							 | 
						||
| 
								 | 
							
								Matx<_Tp,m,n>::Matx(const Matx<_Tp, n, m>& a, Matx_TOp)
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    for( int i = 0; i < m; i++ )
							 | 
						||
| 
								 | 
							
								        for( int j = 0; j < n; j++ )
							 | 
						||
| 
								 | 
							
								            val[i*n + j] = a(j, i);
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int m, int n> inline
							 | 
						||
| 
								 | 
							
								Matx<_Tp, m, n> Matx<_Tp, m, n>::mul(const Matx<_Tp, m, n>& a) const
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    return Matx<_Tp, m, n>(*this, a, Matx_MulOp());
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int m, int n> inline
							 | 
						||
| 
								 | 
							
								Matx<_Tp, m, n> Matx<_Tp, m, n>::div(const Matx<_Tp, m, n>& a) const
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    return Matx<_Tp, m, n>(*this, a, Matx_DivOp());
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int m, int n> inline
							 | 
						||
| 
								 | 
							
								Matx<_Tp, n, m> Matx<_Tp, m, n>::t() const
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    return Matx<_Tp, n, m>(*this, Matx_TOp());
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int m, int n> inline
							 | 
						||
| 
								 | 
							
								Vec<_Tp, n> Matx<_Tp, m, n>::solve(const Vec<_Tp, m>& rhs, int method) const
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    Matx<_Tp, n, 1> x = solve((const Matx<_Tp, m, 1>&)(rhs), method);
							 | 
						||
| 
								 | 
							
								    return (Vec<_Tp, n>&)(x);
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int m> static inline
							 | 
						||
| 
								 | 
							
								double determinant(const Matx<_Tp, m, m>& a)
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    return cv::internal::Matx_DetOp<_Tp, m>()(a);
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int m, int n> static inline
							 | 
						||
| 
								 | 
							
								double trace(const Matx<_Tp, m, n>& a)
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    _Tp s = 0;
							 | 
						||
| 
								 | 
							
								    for( int i = 0; i < std::min(m, n); i++ )
							 | 
						||
| 
								 | 
							
								        s += a(i,i);
							 | 
						||
| 
								 | 
							
								    return s;
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int m, int n> static inline
							 | 
						||
| 
								 | 
							
								double norm(const Matx<_Tp, m, n>& M)
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    return std::sqrt(normL2Sqr<_Tp, double>(M.val, m*n));
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int m, int n> static inline
							 | 
						||
| 
								 | 
							
								double norm(const Matx<_Tp, m, n>& M, int normType)
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    switch(normType) {
							 | 
						||
| 
								 | 
							
								    case NORM_INF:
							 | 
						||
| 
								 | 
							
								        return (double)normInf<_Tp, typename DataType<_Tp>::work_type>(M.val, m*n);
							 | 
						||
| 
								 | 
							
								    case NORM_L1:
							 | 
						||
| 
								 | 
							
								        return (double)normL1<_Tp, typename DataType<_Tp>::work_type>(M.val, m*n);
							 | 
						||
| 
								 | 
							
								    case NORM_L2SQR:
							 | 
						||
| 
								 | 
							
								        return (double)normL2Sqr<_Tp, typename DataType<_Tp>::work_type>(M.val, m*n);
							 | 
						||
| 
								 | 
							
								    default:
							 | 
						||
| 
								 | 
							
								    case NORM_L2:
							 | 
						||
| 
								 | 
							
								        return std::sqrt((double)normL2Sqr<_Tp, typename DataType<_Tp>::work_type>(M.val, m*n));
							 | 
						||
| 
								 | 
							
								    }
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								//////////////////////////////// matx comma initializer //////////////////////////////////
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, typename _T2, int m, int n> static inline
							 | 
						||
| 
								 | 
							
								MatxCommaInitializer<_Tp, m, n> operator << (const Matx<_Tp, m, n>& mtx, _T2 val)
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    MatxCommaInitializer<_Tp, m, n> commaInitializer((Matx<_Tp, m, n>*)&mtx);
							 | 
						||
| 
								 | 
							
								    return (commaInitializer, val);
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int m, int n> inline
							 | 
						||
| 
								 | 
							
								MatxCommaInitializer<_Tp, m, n>::MatxCommaInitializer(Matx<_Tp, m, n>* _mtx)
							 | 
						||
| 
								 | 
							
								    : dst(_mtx), idx(0)
							 | 
						||
| 
								 | 
							
								{}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int m, int n> template<typename _T2> inline
							 | 
						||
| 
								 | 
							
								MatxCommaInitializer<_Tp, m, n>& MatxCommaInitializer<_Tp, m, n>::operator , (_T2 value)
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    CV_DbgAssert( idx < m*n );
							 | 
						||
| 
								 | 
							
								    dst->val[idx++] = saturate_cast<_Tp>(value);
							 | 
						||
| 
								 | 
							
								    return *this;
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int m, int n> inline
							 | 
						||
| 
								 | 
							
								Matx<_Tp, m, n> MatxCommaInitializer<_Tp, m, n>::operator *() const
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    CV_DbgAssert( idx == n*m );
							 | 
						||
| 
								 | 
							
								    return *dst;
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								/////////////////////////////////// Vec Implementation ///////////////////////////////////
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int cn> inline
							 | 
						||
| 
								 | 
							
								Vec<_Tp, cn>::Vec() {}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int cn> inline
							 | 
						||
| 
								 | 
							
								Vec<_Tp, cn>::Vec(_Tp v0)
							 | 
						||
| 
								 | 
							
								    : Matx<_Tp, cn, 1>(v0) {}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int cn> inline
							 | 
						||
| 
								 | 
							
								Vec<_Tp, cn>::Vec(_Tp v0, _Tp v1)
							 | 
						||
| 
								 | 
							
								    : Matx<_Tp, cn, 1>(v0, v1) {}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int cn> inline
							 | 
						||
| 
								 | 
							
								Vec<_Tp, cn>::Vec(_Tp v0, _Tp v1, _Tp v2)
							 | 
						||
| 
								 | 
							
								    : Matx<_Tp, cn, 1>(v0, v1, v2) {}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int cn> inline
							 | 
						||
| 
								 | 
							
								Vec<_Tp, cn>::Vec(_Tp v0, _Tp v1, _Tp v2, _Tp v3)
							 | 
						||
| 
								 | 
							
								    : Matx<_Tp, cn, 1>(v0, v1, v2, v3) {}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int cn> inline
							 | 
						||
| 
								 | 
							
								Vec<_Tp, cn>::Vec(_Tp v0, _Tp v1, _Tp v2, _Tp v3, _Tp v4)
							 | 
						||
| 
								 | 
							
								    : Matx<_Tp, cn, 1>(v0, v1, v2, v3, v4) {}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int cn> inline
							 | 
						||
| 
								 | 
							
								Vec<_Tp, cn>::Vec(_Tp v0, _Tp v1, _Tp v2, _Tp v3, _Tp v4, _Tp v5)
							 | 
						||
| 
								 | 
							
								    : Matx<_Tp, cn, 1>(v0, v1, v2, v3, v4, v5) {}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int cn> inline
							 | 
						||
| 
								 | 
							
								Vec<_Tp, cn>::Vec(_Tp v0, _Tp v1, _Tp v2, _Tp v3, _Tp v4, _Tp v5, _Tp v6)
							 | 
						||
| 
								 | 
							
								    : Matx<_Tp, cn, 1>(v0, v1, v2, v3, v4, v5, v6) {}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int cn> inline
							 | 
						||
| 
								 | 
							
								Vec<_Tp, cn>::Vec(_Tp v0, _Tp v1, _Tp v2, _Tp v3, _Tp v4, _Tp v5, _Tp v6, _Tp v7)
							 | 
						||
| 
								 | 
							
								    : Matx<_Tp, cn, 1>(v0, v1, v2, v3, v4, v5, v6, v7) {}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int cn> inline
							 | 
						||
| 
								 | 
							
								Vec<_Tp, cn>::Vec(_Tp v0, _Tp v1, _Tp v2, _Tp v3, _Tp v4, _Tp v5, _Tp v6, _Tp v7, _Tp v8)
							 | 
						||
| 
								 | 
							
								    : Matx<_Tp, cn, 1>(v0, v1, v2, v3, v4, v5, v6, v7, v8) {}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int cn> inline
							 | 
						||
| 
								 | 
							
								Vec<_Tp, cn>::Vec(_Tp v0, _Tp v1, _Tp v2, _Tp v3, _Tp v4, _Tp v5, _Tp v6, _Tp v7, _Tp v8, _Tp v9)
							 | 
						||
| 
								 | 
							
								    : Matx<_Tp, cn, 1>(v0, v1, v2, v3, v4, v5, v6, v7, v8, v9) {}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int cn> inline
							 | 
						||
| 
								 | 
							
								Vec<_Tp, cn>::Vec(_Tp v0, _Tp v1, _Tp v2, _Tp v3, _Tp v4, _Tp v5, _Tp v6, _Tp v7, _Tp v8, _Tp v9, _Tp v10, _Tp v11, _Tp v12, _Tp v13)
							 | 
						||
| 
								 | 
							
								    : Matx<_Tp, cn, 1>(v0, v1, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13) {}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int cn> inline
							 | 
						||
| 
								 | 
							
								Vec<_Tp, cn>::Vec(const _Tp* values)
							 | 
						||
| 
								 | 
							
								    : Matx<_Tp, cn, 1>(values) {}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int cn> inline
							 | 
						||
| 
								 | 
							
								Vec<_Tp, cn>::Vec(std::initializer_list<_Tp> list)
							 | 
						||
| 
								 | 
							
								    : Matx<_Tp, cn, 1>(list) {}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int cn> inline
							 | 
						||
| 
								 | 
							
								Vec<_Tp, cn>::Vec(const Vec<_Tp, cn>& m)
							 | 
						||
| 
								 | 
							
								    : Matx<_Tp, cn, 1>(m.val) {}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int cn> inline
							 | 
						||
| 
								 | 
							
								Vec<_Tp, cn>::Vec(const Matx<_Tp, cn, 1>& a, const Matx<_Tp, cn, 1>& b, Matx_AddOp op)
							 | 
						||
| 
								 | 
							
								    : Matx<_Tp, cn, 1>(a, b, op) {}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int cn> inline
							 | 
						||
| 
								 | 
							
								Vec<_Tp, cn>::Vec(const Matx<_Tp, cn, 1>& a, const Matx<_Tp, cn, 1>& b, Matx_SubOp op)
							 | 
						||
| 
								 | 
							
								    : Matx<_Tp, cn, 1>(a, b, op) {}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int cn> template<typename _T2> inline
							 | 
						||
| 
								 | 
							
								Vec<_Tp, cn>::Vec(const Matx<_Tp, cn, 1>& a, _T2 alpha, Matx_ScaleOp op)
							 | 
						||
| 
								 | 
							
								    : Matx<_Tp, cn, 1>(a, alpha, op) {}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int cn> inline
							 | 
						||
| 
								 | 
							
								Vec<_Tp, cn> Vec<_Tp, cn>::all(_Tp alpha)
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    Vec v;
							 | 
						||
| 
								 | 
							
								    for( int i = 0; i < cn; i++ ) v.val[i] = alpha;
							 | 
						||
| 
								 | 
							
								    return v;
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int cn> inline
							 | 
						||
| 
								 | 
							
								Vec<_Tp, cn> Vec<_Tp, cn>::mul(const Vec<_Tp, cn>& v) const
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    Vec<_Tp, cn> w;
							 | 
						||
| 
								 | 
							
								    for( int i = 0; i < cn; i++ ) w.val[i] = saturate_cast<_Tp>(this->val[i]*v.val[i]);
							 | 
						||
| 
								 | 
							
								    return w;
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<> inline
							 | 
						||
| 
								 | 
							
								Vec<float, 2> Vec<float, 2>::conj() const
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    return cv::internal::conjugate(*this);
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<> inline
							 | 
						||
| 
								 | 
							
								Vec<double, 2> Vec<double, 2>::conj() const
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    return cv::internal::conjugate(*this);
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<> inline
							 | 
						||
| 
								 | 
							
								Vec<float, 4> Vec<float, 4>::conj() const
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    return cv::internal::conjugate(*this);
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<> inline
							 | 
						||
| 
								 | 
							
								Vec<double, 4> Vec<double, 4>::conj() const
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    return cv::internal::conjugate(*this);
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int cn> inline
							 | 
						||
| 
								 | 
							
								Vec<_Tp, cn> Vec<_Tp, cn>::cross(const Vec<_Tp, cn>&) const
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    CV_StaticAssert(cn == 3, "for arbitrary-size vector there is no cross-product defined");
							 | 
						||
| 
								 | 
							
								    return Vec<_Tp, cn>();
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<> inline
							 | 
						||
| 
								 | 
							
								Vec<float, 3> Vec<float, 3>::cross(const Vec<float, 3>& v) const
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    return Vec<float,3>(this->val[1]*v.val[2] - this->val[2]*v.val[1],
							 | 
						||
| 
								 | 
							
								                     this->val[2]*v.val[0] - this->val[0]*v.val[2],
							 | 
						||
| 
								 | 
							
								                     this->val[0]*v.val[1] - this->val[1]*v.val[0]);
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<> inline
							 | 
						||
| 
								 | 
							
								Vec<double, 3> Vec<double, 3>::cross(const Vec<double, 3>& v) const
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    return Vec<double,3>(this->val[1]*v.val[2] - this->val[2]*v.val[1],
							 | 
						||
| 
								 | 
							
								                     this->val[2]*v.val[0] - this->val[0]*v.val[2],
							 | 
						||
| 
								 | 
							
								                     this->val[0]*v.val[1] - this->val[1]*v.val[0]);
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int cn> template<typename T2> inline
							 | 
						||
| 
								 | 
							
								Vec<_Tp, cn>::operator Vec<T2, cn>() const
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    Vec<T2, cn> v;
							 | 
						||
| 
								 | 
							
								    for( int i = 0; i < cn; i++ ) v.val[i] = saturate_cast<T2>(this->val[i]);
							 | 
						||
| 
								 | 
							
								    return v;
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int cn> inline
							 | 
						||
| 
								 | 
							
								const _Tp& Vec<_Tp, cn>::operator [](int i) const
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    CV_DbgAssert( (unsigned)i < (unsigned)cn );
							 | 
						||
| 
								 | 
							
								    return this->val[i];
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int cn> inline
							 | 
						||
| 
								 | 
							
								_Tp& Vec<_Tp, cn>::operator [](int i)
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    CV_DbgAssert( (unsigned)i < (unsigned)cn );
							 | 
						||
| 
								 | 
							
								    return this->val[i];
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int cn> inline
							 | 
						||
| 
								 | 
							
								const _Tp& Vec<_Tp, cn>::operator ()(int i) const
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    CV_DbgAssert( (unsigned)i < (unsigned)cn );
							 | 
						||
| 
								 | 
							
								    return this->val[i];
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int cn> inline
							 | 
						||
| 
								 | 
							
								_Tp& Vec<_Tp, cn>::operator ()(int i)
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    CV_DbgAssert( (unsigned)i < (unsigned)cn );
							 | 
						||
| 
								 | 
							
								    return this->val[i];
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int cn> inline
							 | 
						||
| 
								 | 
							
								Vec<_Tp, cn> normalize(const Vec<_Tp, cn>& v)
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    double nv = norm(v);
							 | 
						||
| 
								 | 
							
								    return v * (nv ? 1./nv : 0.);
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								//////////////////////////////// vec comma initializer //////////////////////////////////
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, typename _T2, int cn> static inline
							 | 
						||
| 
								 | 
							
								VecCommaInitializer<_Tp, cn> operator << (const Vec<_Tp, cn>& vec, _T2 val)
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    VecCommaInitializer<_Tp, cn> commaInitializer((Vec<_Tp, cn>*)&vec);
							 | 
						||
| 
								 | 
							
								    return (commaInitializer, val);
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int cn> inline
							 | 
						||
| 
								 | 
							
								VecCommaInitializer<_Tp, cn>::VecCommaInitializer(Vec<_Tp, cn>* _vec)
							 | 
						||
| 
								 | 
							
								    : MatxCommaInitializer<_Tp, cn, 1>(_vec)
							 | 
						||
| 
								 | 
							
								{}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int cn> template<typename _T2> inline
							 | 
						||
| 
								 | 
							
								VecCommaInitializer<_Tp, cn>& VecCommaInitializer<_Tp, cn>::operator , (_T2 value)
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    CV_DbgAssert( this->idx < cn );
							 | 
						||
| 
								 | 
							
								    this->dst->val[this->idx++] = saturate_cast<_Tp>(value);
							 | 
						||
| 
								 | 
							
								    return *this;
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int cn> inline
							 | 
						||
| 
								 | 
							
								Vec<_Tp, cn> VecCommaInitializer<_Tp, cn>::operator *() const
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    CV_DbgAssert( this->idx == cn );
							 | 
						||
| 
								 | 
							
								    return *this->dst;
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								//! @endcond
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								///////////////////////////// Matx out-of-class operators ////////////////////////////////
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								//! @relates cv::Matx
							 | 
						||
| 
								 | 
							
								//! @{
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp1, typename _Tp2, int m, int n> static inline
							 | 
						||
| 
								 | 
							
								Matx<_Tp1, m, n>& operator += (Matx<_Tp1, m, n>& a, const Matx<_Tp2, m, n>& b)
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    for( int i = 0; i < m*n; i++ )
							 | 
						||
| 
								 | 
							
								        a.val[i] = saturate_cast<_Tp1>(a.val[i] + b.val[i]);
							 | 
						||
| 
								 | 
							
								    return a;
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp1, typename _Tp2, int m, int n> static inline
							 | 
						||
| 
								 | 
							
								Matx<_Tp1, m, n>& operator -= (Matx<_Tp1, m, n>& a, const Matx<_Tp2, m, n>& b)
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    for( int i = 0; i < m*n; i++ )
							 | 
						||
| 
								 | 
							
								        a.val[i] = saturate_cast<_Tp1>(a.val[i] - b.val[i]);
							 | 
						||
| 
								 | 
							
								    return a;
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int m, int n> static inline
							 | 
						||
| 
								 | 
							
								Matx<_Tp, m, n> operator + (const Matx<_Tp, m, n>& a, const Matx<_Tp, m, n>& b)
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    return Matx<_Tp, m, n>(a, b, Matx_AddOp());
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int m, int n> static inline
							 | 
						||
| 
								 | 
							
								Matx<_Tp, m, n> operator - (const Matx<_Tp, m, n>& a, const Matx<_Tp, m, n>& b)
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    return Matx<_Tp, m, n>(a, b, Matx_SubOp());
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int m, int n> static inline
							 | 
						||
| 
								 | 
							
								Matx<_Tp, m, n>& operator *= (Matx<_Tp, m, n>& a, int alpha)
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    for( int i = 0; i < m*n; i++ )
							 | 
						||
| 
								 | 
							
								        a.val[i] = saturate_cast<_Tp>(a.val[i] * alpha);
							 | 
						||
| 
								 | 
							
								    return a;
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int m, int n> static inline
							 | 
						||
| 
								 | 
							
								Matx<_Tp, m, n>& operator *= (Matx<_Tp, m, n>& a, float alpha)
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    for( int i = 0; i < m*n; i++ )
							 | 
						||
| 
								 | 
							
								        a.val[i] = saturate_cast<_Tp>(a.val[i] * alpha);
							 | 
						||
| 
								 | 
							
								    return a;
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int m, int n> static inline
							 | 
						||
| 
								 | 
							
								Matx<_Tp, m, n>& operator *= (Matx<_Tp, m, n>& a, double alpha)
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    for( int i = 0; i < m*n; i++ )
							 | 
						||
| 
								 | 
							
								        a.val[i] = saturate_cast<_Tp>(a.val[i] * alpha);
							 | 
						||
| 
								 | 
							
								    return a;
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int m, int n> static inline
							 | 
						||
| 
								 | 
							
								Matx<_Tp, m, n> operator * (const Matx<_Tp, m, n>& a, int alpha)
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    return Matx<_Tp, m, n>(a, alpha, Matx_ScaleOp());
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int m, int n> static inline
							 | 
						||
| 
								 | 
							
								Matx<_Tp, m, n> operator * (const Matx<_Tp, m, n>& a, float alpha)
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    return Matx<_Tp, m, n>(a, alpha, Matx_ScaleOp());
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int m, int n> static inline
							 | 
						||
| 
								 | 
							
								Matx<_Tp, m, n> operator * (const Matx<_Tp, m, n>& a, double alpha)
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    return Matx<_Tp, m, n>(a, alpha, Matx_ScaleOp());
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int m, int n> static inline
							 | 
						||
| 
								 | 
							
								Matx<_Tp, m, n> operator * (int alpha, const Matx<_Tp, m, n>& a)
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    return Matx<_Tp, m, n>(a, alpha, Matx_ScaleOp());
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int m, int n> static inline
							 | 
						||
| 
								 | 
							
								Matx<_Tp, m, n> operator * (float alpha, const Matx<_Tp, m, n>& a)
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    return Matx<_Tp, m, n>(a, alpha, Matx_ScaleOp());
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int m, int n> static inline
							 | 
						||
| 
								 | 
							
								Matx<_Tp, m, n> operator * (double alpha, const Matx<_Tp, m, n>& a)
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    return Matx<_Tp, m, n>(a, alpha, Matx_ScaleOp());
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int m, int n> static inline
							 | 
						||
| 
								 | 
							
								Matx<_Tp, m, n>& operator /= (Matx<_Tp, m, n>& a, float alpha)
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    for( int i = 0; i < m*n; i++ )
							 | 
						||
| 
								 | 
							
								        a.val[i] = a.val[i] / alpha;
							 | 
						||
| 
								 | 
							
								    return a;
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int m, int n> static inline
							 | 
						||
| 
								 | 
							
								Matx<_Tp, m, n>& operator /= (Matx<_Tp, m, n>& a, double alpha)
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    for( int i = 0; i < m*n; i++ )
							 | 
						||
| 
								 | 
							
								        a.val[i] = a.val[i] / alpha;
							 | 
						||
| 
								 | 
							
								    return a;
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int m, int n> static inline
							 | 
						||
| 
								 | 
							
								Matx<_Tp, m, n> operator / (const Matx<_Tp, m, n>& a, float alpha)
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    return Matx<_Tp, m, n>(a, 1.f/alpha, Matx_ScaleOp());
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int m, int n> static inline
							 | 
						||
| 
								 | 
							
								Matx<_Tp, m, n> operator / (const Matx<_Tp, m, n>& a, double alpha)
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    return Matx<_Tp, m, n>(a, 1./alpha, Matx_ScaleOp());
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int m, int n> static inline
							 | 
						||
| 
								 | 
							
								Matx<_Tp, m, n> operator - (const Matx<_Tp, m, n>& a)
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    return Matx<_Tp, m, n>(a, -1, Matx_ScaleOp());
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int m, int n, int l> static inline
							 | 
						||
| 
								 | 
							
								Matx<_Tp, m, n> operator * (const Matx<_Tp, m, l>& a, const Matx<_Tp, l, n>& b)
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    return Matx<_Tp, m, n>(a, b, Matx_MatMulOp());
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int m, int n> static inline
							 | 
						||
| 
								 | 
							
								Vec<_Tp, m> operator * (const Matx<_Tp, m, n>& a, const Vec<_Tp, n>& b)
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    Matx<_Tp, m, 1> c(a, b, Matx_MatMulOp());
							 | 
						||
| 
								 | 
							
								    return (const Vec<_Tp, m>&)(c);
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int m, int n> static inline
							 | 
						||
| 
								 | 
							
								bool operator == (const Matx<_Tp, m, n>& a, const Matx<_Tp, m, n>& b)
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    for( int i = 0; i < m*n; i++ )
							 | 
						||
| 
								 | 
							
								        if( a.val[i] != b.val[i] ) return false;
							 | 
						||
| 
								 | 
							
								    return true;
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int m, int n> static inline
							 | 
						||
| 
								 | 
							
								bool operator != (const Matx<_Tp, m, n>& a, const Matx<_Tp, m, n>& b)
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    return !(a == b);
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								//! @}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								////////////////////////////// Vec out-of-class operators ////////////////////////////////
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								//! @relates cv::Vec
							 | 
						||
| 
								 | 
							
								//! @{
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp1, typename _Tp2, int cn> static inline
							 | 
						||
| 
								 | 
							
								Vec<_Tp1, cn>& operator += (Vec<_Tp1, cn>& a, const Vec<_Tp2, cn>& b)
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    for( int i = 0; i < cn; i++ )
							 | 
						||
| 
								 | 
							
								        a.val[i] = saturate_cast<_Tp1>(a.val[i] + b.val[i]);
							 | 
						||
| 
								 | 
							
								    return a;
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp1, typename _Tp2, int cn> static inline
							 | 
						||
| 
								 | 
							
								Vec<_Tp1, cn>& operator -= (Vec<_Tp1, cn>& a, const Vec<_Tp2, cn>& b)
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    for( int i = 0; i < cn; i++ )
							 | 
						||
| 
								 | 
							
								        a.val[i] = saturate_cast<_Tp1>(a.val[i] - b.val[i]);
							 | 
						||
| 
								 | 
							
								    return a;
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int cn> static inline
							 | 
						||
| 
								 | 
							
								Vec<_Tp, cn> operator + (const Vec<_Tp, cn>& a, const Vec<_Tp, cn>& b)
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    return Vec<_Tp, cn>(a, b, Matx_AddOp());
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int cn> static inline
							 | 
						||
| 
								 | 
							
								Vec<_Tp, cn> operator - (const Vec<_Tp, cn>& a, const Vec<_Tp, cn>& b)
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    return Vec<_Tp, cn>(a, b, Matx_SubOp());
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int cn> static inline
							 | 
						||
| 
								 | 
							
								Vec<_Tp, cn>& operator *= (Vec<_Tp, cn>& a, int alpha)
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    for( int i = 0; i < cn; i++ )
							 | 
						||
| 
								 | 
							
								        a[i] = saturate_cast<_Tp>(a[i]*alpha);
							 | 
						||
| 
								 | 
							
								    return a;
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int cn> static inline
							 | 
						||
| 
								 | 
							
								Vec<_Tp, cn>& operator *= (Vec<_Tp, cn>& a, float alpha)
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    for( int i = 0; i < cn; i++ )
							 | 
						||
| 
								 | 
							
								        a[i] = saturate_cast<_Tp>(a[i]*alpha);
							 | 
						||
| 
								 | 
							
								    return a;
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int cn> static inline
							 | 
						||
| 
								 | 
							
								Vec<_Tp, cn>& operator *= (Vec<_Tp, cn>& a, double alpha)
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    for( int i = 0; i < cn; i++ )
							 | 
						||
| 
								 | 
							
								        a[i] = saturate_cast<_Tp>(a[i]*alpha);
							 | 
						||
| 
								 | 
							
								    return a;
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int cn> static inline
							 | 
						||
| 
								 | 
							
								Vec<_Tp, cn>& operator /= (Vec<_Tp, cn>& a, int alpha)
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    double ialpha = 1./alpha;
							 | 
						||
| 
								 | 
							
								    for( int i = 0; i < cn; i++ )
							 | 
						||
| 
								 | 
							
								        a[i] = saturate_cast<_Tp>(a[i]*ialpha);
							 | 
						||
| 
								 | 
							
								    return a;
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int cn> static inline
							 | 
						||
| 
								 | 
							
								Vec<_Tp, cn>& operator /= (Vec<_Tp, cn>& a, float alpha)
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    float ialpha = 1.f/alpha;
							 | 
						||
| 
								 | 
							
								    for( int i = 0; i < cn; i++ )
							 | 
						||
| 
								 | 
							
								        a[i] = saturate_cast<_Tp>(a[i]*ialpha);
							 | 
						||
| 
								 | 
							
								    return a;
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int cn> static inline
							 | 
						||
| 
								 | 
							
								Vec<_Tp, cn>& operator /= (Vec<_Tp, cn>& a, double alpha)
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    double ialpha = 1./alpha;
							 | 
						||
| 
								 | 
							
								    for( int i = 0; i < cn; i++ )
							 | 
						||
| 
								 | 
							
								        a[i] = saturate_cast<_Tp>(a[i]*ialpha);
							 | 
						||
| 
								 | 
							
								    return a;
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int cn> static inline
							 | 
						||
| 
								 | 
							
								Vec<_Tp, cn> operator * (const Vec<_Tp, cn>& a, int alpha)
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    return Vec<_Tp, cn>(a, alpha, Matx_ScaleOp());
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int cn> static inline
							 | 
						||
| 
								 | 
							
								Vec<_Tp, cn> operator * (int alpha, const Vec<_Tp, cn>& a)
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    return Vec<_Tp, cn>(a, alpha, Matx_ScaleOp());
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int cn> static inline
							 | 
						||
| 
								 | 
							
								Vec<_Tp, cn> operator * (const Vec<_Tp, cn>& a, float alpha)
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    return Vec<_Tp, cn>(a, alpha, Matx_ScaleOp());
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int cn> static inline
							 | 
						||
| 
								 | 
							
								Vec<_Tp, cn> operator * (float alpha, const Vec<_Tp, cn>& a)
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    return Vec<_Tp, cn>(a, alpha, Matx_ScaleOp());
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int cn> static inline
							 | 
						||
| 
								 | 
							
								Vec<_Tp, cn> operator * (const Vec<_Tp, cn>& a, double alpha)
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    return Vec<_Tp, cn>(a, alpha, Matx_ScaleOp());
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int cn> static inline
							 | 
						||
| 
								 | 
							
								Vec<_Tp, cn> operator * (double alpha, const Vec<_Tp, cn>& a)
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    return Vec<_Tp, cn>(a, alpha, Matx_ScaleOp());
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int cn> static inline
							 | 
						||
| 
								 | 
							
								Vec<_Tp, cn> operator / (const Vec<_Tp, cn>& a, int alpha)
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    return Vec<_Tp, cn>(a, 1./alpha, Matx_ScaleOp());
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int cn> static inline
							 | 
						||
| 
								 | 
							
								Vec<_Tp, cn> operator / (const Vec<_Tp, cn>& a, float alpha)
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    return Vec<_Tp, cn>(a, 1.f/alpha, Matx_ScaleOp());
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int cn> static inline
							 | 
						||
| 
								 | 
							
								Vec<_Tp, cn> operator / (const Vec<_Tp, cn>& a, double alpha)
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    return Vec<_Tp, cn>(a, 1./alpha, Matx_ScaleOp());
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp, int cn> static inline
							 | 
						||
| 
								 | 
							
								Vec<_Tp, cn> operator - (const Vec<_Tp, cn>& a)
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    Vec<_Tp,cn> t;
							 | 
						||
| 
								 | 
							
								    for( int i = 0; i < cn; i++ ) t.val[i] = saturate_cast<_Tp>(-a.val[i]);
							 | 
						||
| 
								 | 
							
								    return t;
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp> inline Vec<_Tp, 4> operator * (const Vec<_Tp, 4>& v1, const Vec<_Tp, 4>& v2)
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    return Vec<_Tp, 4>(saturate_cast<_Tp>(v1[0]*v2[0] - v1[1]*v2[1] - v1[2]*v2[2] - v1[3]*v2[3]),
							 | 
						||
| 
								 | 
							
								                       saturate_cast<_Tp>(v1[0]*v2[1] + v1[1]*v2[0] + v1[2]*v2[3] - v1[3]*v2[2]),
							 | 
						||
| 
								 | 
							
								                       saturate_cast<_Tp>(v1[0]*v2[2] - v1[1]*v2[3] + v1[2]*v2[0] + v1[3]*v2[1]),
							 | 
						||
| 
								 | 
							
								                       saturate_cast<_Tp>(v1[0]*v2[3] + v1[1]*v2[2] - v1[2]*v2[1] + v1[3]*v2[0]));
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								template<typename _Tp> inline Vec<_Tp, 4>& operator *= (Vec<_Tp, 4>& v1, const Vec<_Tp, 4>& v2)
							 | 
						||
| 
								 | 
							
								{
							 | 
						||
| 
								 | 
							
								    v1 = v1 * v2;
							 | 
						||
| 
								 | 
							
								    return v1;
							 | 
						||
| 
								 | 
							
								}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								//! @}
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								} // cv
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								#endif // OPENCV_CORE_MATX_HPP
							 |