color.cpp 97.2 KB
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/*M///////////////////////////////////////////////////////////////////////////////////////
//
//  IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING.
//
//  By downloading, copying, installing or using the software you agree to this license.
//  If you do not agree to this license, do not download, install,
//  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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// Copyright (C) 2000-2008, Intel Corporation, all rights reserved.
// Copyright (C) 2009-2010, Willow Garage Inc., all rights reserved.
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// Third party copyrights are property of their respective owners.
//
// Redistribution and use in source and binary forms, with or without modification,
// are permitted provided that the following conditions are met:
//
//   * Redistribution's of source code must retain the above copyright notice,
//     this list of conditions and the following disclaimer.
//
//   * Redistribution's in binary form must reproduce the above copyright notice,
//     this list of conditions and the following disclaimer in the documentation
//     and/or other materials provided with the distribution.
//
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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.
//
// This software is provided by the copyright holders and contributors "as is" and
// any express or implied warranties, including, but not limited to, the implied
// warranties of merchantability and fitness for a particular purpose are disclaimed.
// In no event shall the Intel Corporation or contributors be liable for any direct,
// indirect, incidental, special, exemplary, or consequential damages
// (including, but not limited to, procurement of substitute goods or services;
// loss of use, data, or profits; or business interruption) however caused
// and on any theory of liability, whether in contract, strict liability,
// or tort (including negligence or otherwise) arising in any way out of
// the use of this software, even if advised of the possibility of such damage.
//
//M*/

/********************************* COPYRIGHT NOTICE *******************************\
  The function for RGB to Lab conversion is based on the MATLAB script
  RGB2Lab.m translated by Mark Ruzon from C code by Yossi Rubner, 23 September 1997.
  See the page [http://vision.stanford.edu/~ruzon/software/rgblab.html]
\**********************************************************************************/

/********************************* COPYRIGHT NOTICE *******************************\
  Original code for Bayer->BGR/RGB conversion is provided by Dirk Schaefer
  from MD-Mathematische Dienste GmbH. Below is the copyright notice:

    IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING.
    By downloading, copying, installing or using the software you agree
    to this license. If you do not agree to this license, do not download,
    install, copy or use the software.

    Contributors License Agreement:

      Copyright (c) 2002,
      MD-Mathematische Dienste GmbH
      Im Defdahl 5-10
      44141 Dortmund
      Germany
      www.md-it.de
  
    Redistribution and use in source and binary forms,
    with or without modification, are permitted provided
    that the following conditions are met: 

    Redistributions of source code must retain
    the above copyright notice, this list of conditions and the following disclaimer. 
    Redistributions in binary form must reproduce the above copyright notice,
    this list of conditions and the following disclaimer in the documentation
    and/or other materials provided with the distribution. 
    The name of Contributor may not be used to endorse or promote products
    derived from this software without specific prior written permission. 

    THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
    AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO,
    THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR
    PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE CONTRIBUTORS BE LIABLE
    FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL
    DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS
    OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION)
    HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT,
    STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)
    ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF
    THE POSSIBILITY OF SUCH DAMAGE.
\**********************************************************************************/

#include "precomp.hpp"
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#include <limits>
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namespace cv
{
    
template<typename _Tp> struct ColorChannel
{
    typedef float worktype_f;
    static _Tp max() { return std::numeric_limits<_Tp>::max(); }
    static _Tp half() { return (_Tp)(max()/2 + 1); } 
};
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template<> struct ColorChannel<float>
{
    typedef float worktype_f;
    static float max() { return 1.f; }
    static float half() { return 0.5f; }
};
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/*template<> struct ColorChannel<double>
{
    typedef double worktype_f;
    static double max() { return 1.; }
    static double half() { return 0.5; }
};*/
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///////////////////////////// Top-level template function ////////////////////////////////
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template<class Cvt> void CvtColorLoop(const Mat& srcmat, Mat& dstmat, const Cvt& cvt)
{
    typedef typename Cvt::channel_type _Tp;
    Size sz = srcmat.size();
    const uchar* src = srcmat.data;
    uchar* dst = dstmat.data;
    size_t srcstep = srcmat.step, dststep = dstmat.step;
    
    if( srcmat.isContinuous() && dstmat.isContinuous() )
    {
        sz.width *= sz.height;
        sz.height = 1;
    }    
    
    for( ; sz.height--; src += srcstep, dst += dststep )
        cvt((const _Tp*)src, (_Tp*)dst, sz.width);
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}
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////////////////// Various 3/4-channel to 3/4-channel RGB transformations /////////////////
    
template<typename _Tp> struct RGB2RGB
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{
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    typedef _Tp channel_type;
    
    RGB2RGB(int _srccn, int _dstcn, int _blueIdx) : srccn(_srccn), dstcn(_dstcn), blueIdx(_blueIdx) {}
    void operator()(const _Tp* src, _Tp* dst, int n) const
    {
        int scn = srccn, dcn = dstcn, bidx = blueIdx;
        if( dcn == 3 )
        {
            n *= 3;
            for( int i = 0; i < n; i += 3, src += scn )
            {
                _Tp t0 = src[bidx], t1 = src[1], t2 = src[bidx ^ 2];
                dst[i] = t0; dst[i+1] = t1; dst[i+2] = t2;
            }
        }
        else if( scn == 3 )
        {
            n *= 3;
            _Tp alpha = ColorChannel<_Tp>::max();
            for( int i = 0; i < n; i += 3, dst += 4 )
            {
                _Tp t0 = src[i], t1 = src[i+1], t2 = src[i+2];
                dst[bidx] = t0; dst[1] = t1; dst[bidx^2] = t2; dst[3] = alpha;
            }
        }
        else
        {
            n *= 4;
            for( int i = 0; i < n; i += 4 )
            {
                _Tp t0 = src[i], t1 = src[i+1], t2 = src[i+2], t3 = src[i+3];
                dst[i] = t2; dst[i+1] = t1; dst[i+2] = t0; dst[i+3] = t3;
            }
        }
    }
    
    int srccn, dstcn, blueIdx;
};
    
/////////// Transforming 16-bit (565 or 555) RGB to/from 24/32-bit (888[8]) RGB //////////
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struct RGB5x52RGB
{
    typedef uchar channel_type;
    
    RGB5x52RGB(int _dstcn, int _blueIdx, int _greenBits)
		: dstcn(_dstcn), blueIdx(_blueIdx), greenBits(_greenBits) {}
		
    void operator()(const uchar* src, uchar* dst, int n) const
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    {
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        int dcn = dstcn, bidx = blueIdx;
        if( greenBits == 6 )
            for( int i = 0; i < n; i++, dst += dcn )
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            {
                unsigned t = ((const ushort*)src)[i];
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                dst[bidx] = (uchar)(t << 3);
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                dst[1] = (uchar)((t >> 3) & ~3);
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                dst[bidx ^ 2] = (uchar)((t >> 8) & ~7);
                if( dcn == 4 )
                    dst[3] = 255;
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            }
        else
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            for( int i = 0; i < n; i++, dst += dcn )
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            {
                unsigned t = ((const ushort*)src)[i];
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                dst[bidx] = (uchar)(t << 3);
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                dst[1] = (uchar)((t >> 2) & ~7);
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                dst[bidx ^ 2] = (uchar)((t >> 7) & ~7);
                if( dcn == 4 )
                    dst[3] = t & 0x8000 ? 255 : 0;
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            }
    }
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    int dstcn, blueIdx, greenBits;
};
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struct RGB2RGB5x5
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{
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    typedef uchar channel_type;
    
    RGB2RGB5x5(int _srccn, int _blueIdx, int _greenBits)
		: srccn(_srccn), blueIdx(_blueIdx), greenBits(_greenBits) {}
		
    void operator()(const uchar* src, uchar* dst, int n) const
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    {
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        int scn = srccn, bidx = blueIdx;
        if( greenBits == 6 )
            for( int i = 0; i < n; i++, src += scn )
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            {
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                ((ushort*)dst)[i] = (ushort)((src[bidx] >> 3)|((src[1]&~3) << 3)|((src[bidx^2]&~7) << 8));
            }
        else if( scn == 3 )
            for( int i = 0; i < n; i++, src += 3 )
            {
                ((ushort*)dst)[i] = (ushort)((src[bidx] >> 3)|((src[1]&~7) << 2)|((src[bidx^2]&~7) << 7));
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            }
        else
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            for( int i = 0; i < n; i++, src += 4 )
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            {
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                ((ushort*)dst)[i] = (ushort)((src[bidx] >> 3)|((src[1]&~7) << 2)|
                    ((src[bidx^2]&~7) << 7)|(src[3] ? 0x8000 : 0));
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            }
    }
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    int srccn, blueIdx, greenBits;
};
    
///////////////////////////////// Color to/from Grayscale ////////////////////////////////
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template<typename _Tp>
struct Gray2RGB
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{
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    typedef _Tp channel_type;
    
    Gray2RGB(int _dstcn) : dstcn(_dstcn) {}
    void operator()(const _Tp* src, _Tp* dst, int n) const
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    {
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        if( dstcn == 3 )
            for( int i = 0; i < n; i++, dst += 3 )
            {
                dst[0] = dst[1] = dst[2] = src[i];
            }
        else
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        {
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            _Tp alpha = ColorChannel<_Tp>::max();
            for( int i = 0; i < n; i++, dst += 4 )
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            {
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                dst[0] = dst[1] = dst[2] = src[i];
                dst[3] = alpha;
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            }
        }
    }
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    int dstcn;
};
  
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struct Gray2RGB5x5
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{
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    typedef uchar channel_type;
    
    Gray2RGB5x5(int _greenBits) : greenBits(_greenBits) {}
    void operator()(const uchar* src, uchar* dst, int n) const
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    {
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        if( greenBits == 6 )
            for( int i = 0; i < n; i++ )
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            {
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                int t = src[i];
                ((ushort*)dst)[i] = (ushort)((t >> 3)|((t & ~3) << 3)|((t & ~7) << 8));
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            }
        else
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            for( int i = 0; i < n; i++ )
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            {
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                int t = src[i] >> 3;
                ((ushort*)dst)[i] = (ushort)(t|(t << 5)|(t << 10));
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            }
    }
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    int greenBits;
};
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#undef R2Y
#undef G2Y
#undef B2Y
    
enum
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{
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    yuv_shift = 14,
    xyz_shift = 12,
    R2Y = 4899,
    G2Y = 9617,
    B2Y = 1868,
    BLOCK_SIZE = 256
};

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struct RGB5x52Gray
{
    typedef uchar channel_type;
    
    RGB5x52Gray(int _greenBits) : greenBits(_greenBits) {}
    void operator()(const uchar* src, uchar* dst, int n) const
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    {
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        if( greenBits == 6 )
            for( int i = 0; i < n; i++ )
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            {
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                int t = ((ushort*)src)[i];
                dst[i] = (uchar)CV_DESCALE(((t << 3) & 0xf8)*B2Y +
                                           ((t >> 3) & 0xfc)*G2Y +
                                           ((t >> 8) & 0xf8)*R2Y, yuv_shift);
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            }
        else
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            for( int i = 0; i < n; i++ )
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            {
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                int t = ((ushort*)src)[i];
                dst[i] = (uchar)CV_DESCALE(((t << 3) & 0xf8)*B2Y +
                                           ((t >> 2) & 0xf8)*G2Y +
                                           ((t >> 7) & 0xf8)*R2Y, yuv_shift);
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            }
    }
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    int greenBits;
};
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template<typename _Tp> struct RGB2Gray
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{
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    typedef _Tp channel_type;
    
    RGB2Gray(int _srccn, int blueIdx, const float* _coeffs) : srccn(_srccn)
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    {
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        static const float coeffs0[] = { 0.299f, 0.587f, 0.114f };
        memcpy( coeffs, _coeffs ? _coeffs : coeffs0, 3*sizeof(coeffs[0]) );
        if(blueIdx == 0)
            std::swap(coeffs[0], coeffs[2]);
    }
    
    void operator()(const _Tp* src, _Tp* dst, int n) const
    {
        int scn = srccn;
        float cb = coeffs[0], cg = coeffs[1], cr = coeffs[2];
        for(int i = 0; i < n; i++, src += scn)
            dst[i] = saturate_cast<_Tp>(src[0]*cb + src[1]*cg + src[2]*cr);
    }
    int srccn;
    float coeffs[3];
};

    
template<> struct RGB2Gray<uchar>
{
    typedef uchar channel_type;
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    RGB2Gray<uchar>(int _srccn, int blueIdx, const int* coeffs) : srccn(_srccn)
    {
        const int coeffs0[] = { R2Y, G2Y, B2Y };
        if(!coeffs) coeffs = coeffs0;
        
        int b = 0, g = 0, r = (1 << (yuv_shift-1));
        int db = coeffs[blueIdx^2], dg = coeffs[1], dr = coeffs[blueIdx];
        
        for( int i = 0; i < 256; i++, b += db, g += dg, r += dr )
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        {
            tab[i] = b;
            tab[i+256] = g;
            tab[i+512] = r;
        }
    }
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    void operator()(const uchar* src, uchar* dst, int n) const
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    {
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        int scn = srccn;
		const int* _tab = tab;
        for(int i = 0; i < n; i++, src += scn)
            dst[i] = (uchar)((_tab[src[0]] + _tab[src[1]+256] + _tab[src[2]+512]) >> yuv_shift);
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    }
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    int srccn, blueIdx;
    int tab[256*3];
};
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template<> struct RGB2Gray<ushort>
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{
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    typedef ushort channel_type;
    
    RGB2Gray<ushort>(int _srccn, int blueIdx, const int* _coeffs) : srccn(_srccn)
    {
        static const int coeffs0[] = { R2Y, G2Y, B2Y };
        memcpy(coeffs, _coeffs ? _coeffs : coeffs0, 3*sizeof(coeffs[0]));
        if( blueIdx == 0 )
            std::swap(coeffs[0], coeffs[2]);
    }
    
    void operator()(const ushort* src, ushort* dst, int n) const
    {
        int scn = srccn, cb = coeffs[0], cg = coeffs[1], cr = coeffs[2];
        for(int i = 0; i < n; i++, src += scn)
            dst[i] = (ushort)CV_DESCALE((unsigned)(src[0]*cb + src[1]*cg + src[2]*cr), yuv_shift);
    }
    int srccn;
    int coeffs[3];
};
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///////////////////////////////////// RGB <-> YCrCb //////////////////////////////////////
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template<typename _Tp> struct RGB2YCrCb_f
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{
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    typedef _Tp channel_type;
    
    RGB2YCrCb_f(int _srccn, int _blueIdx, const float* _coeffs) : srccn(_srccn), blueIdx(_blueIdx)
	{
		static const float coeffs0[] = {0.299f, 0.587f, 0.114f, 0.713f, 0.564f};
		memcpy(coeffs, _coeffs ? _coeffs : coeffs0, 5*sizeof(coeffs[0]));
		if(blueIdx==0) std::swap(coeffs[0], coeffs[2]);
	}
	
    void operator()(const _Tp* src, _Tp* dst, int n) const
    {
        int scn = srccn, bidx = blueIdx;
        const _Tp delta = ColorChannel<_Tp>::half();
		float C0 = coeffs[0], C1 = coeffs[1], C2 = coeffs[2], C3 = coeffs[3], C4 = coeffs[4];
        n *= 3;
        for(int i = 0; i < n; i += 3, src += scn)
        {
            _Tp Y = saturate_cast<_Tp>(src[0]*C0 + src[1]*C1 + src[2]*C2);
            _Tp Cr = saturate_cast<_Tp>((src[bidx^2] - Y)*C3 + delta);
            _Tp Cb = saturate_cast<_Tp>((src[bidx] - Y)*C4 + delta);
            dst[i] = Y; dst[i+1] = Cr; dst[i+2] = Cb;
        }
    }
    int srccn, blueIdx;
 	float coeffs[5];
};
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template<typename _Tp> struct RGB2YCrCb_i
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{
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    typedef _Tp channel_type;
    
    RGB2YCrCb_i(int _srccn, int _blueIdx, const int* _coeffs)
		: srccn(_srccn), blueIdx(_blueIdx)
	{
		static const int coeffs0[] = {R2Y, G2Y, B2Y, 11682, 9241};
		memcpy(coeffs, _coeffs ? _coeffs : coeffs0, 5*sizeof(coeffs[0]));
		if(blueIdx==0) std::swap(coeffs[0], coeffs[2]);
	}
    void operator()(const _Tp* src, _Tp* dst, int n) const
    {
        int scn = srccn, bidx = blueIdx;
		int C0 = coeffs[0], C1 = coeffs[1], C2 = coeffs[2], C3 = coeffs[3], C4 = coeffs[4];
        int delta = ColorChannel<_Tp>::half()*(1 << yuv_shift);
        n *= 3;
        for(int i = 0; i < n; i += 3, src += scn)
        {
            int Y = CV_DESCALE(src[0]*C0 + src[1]*C1 + src[2]*C2, yuv_shift);
            int Cr = CV_DESCALE((src[bidx^2] - Y)*C3 + delta, yuv_shift);
            int Cb = CV_DESCALE((src[bidx] - Y)*C4 + delta, yuv_shift);
            dst[i] = saturate_cast<_Tp>(Y);
            dst[i+1] = saturate_cast<_Tp>(Cr);
            dst[i+2] = saturate_cast<_Tp>(Cb);
        }
    }
    int srccn, blueIdx;
	int coeffs[5];
};    
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template<typename _Tp> struct YCrCb2RGB_f
{
    typedef _Tp channel_type;
    
    YCrCb2RGB_f(int _dstcn, int _blueIdx, const float* _coeffs)
		: dstcn(_dstcn), blueIdx(_blueIdx)
	{
		static const float coeffs0[] = {1.403f, -0.714f, -0.344f, 1.773f}; 
		memcpy(coeffs, _coeffs ? _coeffs : coeffs0, 4*sizeof(coeffs[0]));
	}
    void operator()(const _Tp* src, _Tp* dst, int n) const
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    {
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        int dcn = dstcn, bidx = blueIdx;
        const _Tp delta = ColorChannel<_Tp>::half(), alpha = ColorChannel<_Tp>::max();
        float C0 = coeffs[0], C1 = coeffs[1], C2 = coeffs[2], C3 = coeffs[3];
        n *= 3;
        for(int i = 0; i < n; i += 3, dst += dcn)
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        {
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            _Tp Y = src[i];
            _Tp Cr = src[i+1];
            _Tp Cb = src[i+2];
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            _Tp b = saturate_cast<_Tp>(Y + (Cb - delta)*C3);
            _Tp g = saturate_cast<_Tp>(Y + (Cb - delta)*C2 + (Cr - delta)*C1);
            _Tp r = saturate_cast<_Tp>(Y + (Cr - delta)*C0);
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            dst[bidx] = b; dst[1] = g; dst[bidx^2] = r;
            if( dcn == 4 )
                dst[3] = alpha;
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        }
    }
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    int dstcn, blueIdx;
	float coeffs[4];
}; 
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template<typename _Tp> struct YCrCb2RGB_i
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{
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    typedef _Tp channel_type;
    
    YCrCb2RGB_i(int _dstcn, int _blueIdx, const int* _coeffs)
        : dstcn(_dstcn), blueIdx(_blueIdx)
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    {
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        static const int coeffs0[] = {22987, -11698, -5636, 29049}; 
		memcpy(coeffs, _coeffs ? _coeffs : coeffs0, 4*sizeof(coeffs[0]));
    }
    
    void operator()(const _Tp* src, _Tp* dst, int n) const
    {
        int dcn = dstcn, bidx = blueIdx;
        const _Tp delta = ColorChannel<_Tp>::half(), alpha = ColorChannel<_Tp>::max();
        int C0 = coeffs[0], C1 = coeffs[1], C2 = coeffs[2], C3 = coeffs[3];
        n *= 3;
        for(int i = 0; i < n; i += 3, dst += dcn)
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        {
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            _Tp Y = src[i];
            _Tp Cr = src[i+1];
            _Tp Cb = src[i+2];
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            int b = Y + CV_DESCALE((Cb - delta)*C3, yuv_shift);
            int g = Y + CV_DESCALE((Cb - delta)*C2 + (Cr - delta)*C1, yuv_shift);
            int r = Y + CV_DESCALE((Cr - delta)*C0, yuv_shift);
            
            dst[bidx] = saturate_cast<_Tp>(b);
            dst[1] = saturate_cast<_Tp>(g);
            dst[bidx^2] = saturate_cast<_Tp>(r);
            if( dcn == 4 )
                dst[3] = alpha;
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        }
    }
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    int dstcn, blueIdx;
    int coeffs[4];
};    
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////////////////////////////////////// RGB <-> XYZ ///////////////////////////////////////
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static const float sRGB2XYZ_D65[] =
{
    0.412453f, 0.357580f, 0.180423f,
    0.212671f, 0.715160f, 0.072169f,
    0.019334f, 0.119193f, 0.950227f
};
    
static const float XYZ2sRGB_D65[] =
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{
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    3.240479f, -1.53715f, -0.498535f,
    -0.969256f, 1.875991f, 0.041556f,
    0.055648f, -0.204043f, 1.057311f
};
    
template<typename _Tp> struct RGB2XYZ_f
{
    typedef _Tp channel_type;
    
    RGB2XYZ_f(int _srccn, int blueIdx, const float* _coeffs) : srccn(_srccn)
    {
        memcpy(coeffs, _coeffs ? _coeffs : sRGB2XYZ_D65, 9*sizeof(coeffs[0]));
        if(blueIdx == 0)
        {
            std::swap(coeffs[0], coeffs[2]);
            std::swap(coeffs[3], coeffs[5]);
            std::swap(coeffs[6], coeffs[8]);
        }
    }
    void operator()(const _Tp* src, _Tp* dst, int n) const
    {
        int scn = srccn;
        float C0 = coeffs[0], C1 = coeffs[1], C2 = coeffs[2],
              C3 = coeffs[3], C4 = coeffs[4], C5 = coeffs[5],
              C6 = coeffs[6], C7 = coeffs[7], C8 = coeffs[8];
        
        n *= 3;
        for(int i = 0; i < n; i += 3, src += scn)
        {
			_Tp X = saturate_cast<_Tp>(src[0]*C0 + src[1]*C1 + src[2]*C2);
			_Tp Y = saturate_cast<_Tp>(src[0]*C3 + src[1]*C4 + src[2]*C5);
			_Tp Z = saturate_cast<_Tp>(src[0]*C6 + src[1]*C7 + src[2]*C8);
            dst[i] = X; dst[i+1] = Y; dst[i+2] = Z;
        }
    }
    int srccn;
    float coeffs[9];
615 616 617
};


618
template<typename _Tp> struct RGB2XYZ_i
619
{
620 621 622 623 624 625 626 627 628 629 630 631 632 633 634 635 636 637 638 639 640 641 642 643 644 645 646 647 648 649 650 651 652 653 654 655 656 657 658 659 660 661 662 663 664 665 666 667 668 669 670 671 672 673 674 675 676 677 678 679 680 681 682 683 684 685 686 687 688 689 690 691 692 693 694 695
    typedef _Tp channel_type;
    
    RGB2XYZ_i(int _srccn, int blueIdx, const float* _coeffs) : srccn(_srccn)
    {
        static const int coeffs0[] =
        {
            1689,    1465,    739,   
            871,     2929,    296,   
            79,      488,     3892
        };
        for( int i = 0; i < 9; i++ )
            coeffs[i] = _coeffs ? cvRound(_coeffs[i]*(1 << xyz_shift)) : coeffs0[i];
        if(blueIdx == 0)
        {
            std::swap(coeffs[0], coeffs[2]);
            std::swap(coeffs[3], coeffs[5]);
            std::swap(coeffs[6], coeffs[8]);
        }
    }
    void operator()(const _Tp* src, _Tp* dst, int n) const
    {
        int scn = srccn;
        int C0 = coeffs[0], C1 = coeffs[1], C2 = coeffs[2],
            C3 = coeffs[3], C4 = coeffs[4], C5 = coeffs[5],
            C6 = coeffs[6], C7 = coeffs[7], C8 = coeffs[8];
        n *= 3;
        for(int i = 0; i < n; i += 3, src += scn)
        {
            int X = CV_DESCALE(src[0]*C0 + src[1]*C1 + src[2]*C2, xyz_shift);
            int Y = CV_DESCALE(src[0]*C3 + src[1]*C4 + src[2]*C5, xyz_shift);
            int Z = CV_DESCALE(src[0]*C6 + src[1]*C7 + src[2]*C8, xyz_shift);
            dst[i] = saturate_cast<_Tp>(X); dst[i+1] = saturate_cast<_Tp>(Y);
            dst[i+2] = saturate_cast<_Tp>(Z);
        }
    }
    int srccn;
    int coeffs[9];
};
    
    
template<typename _Tp> struct XYZ2RGB_f
{
    typedef _Tp channel_type;
    
    XYZ2RGB_f(int _dstcn, int _blueIdx, const float* _coeffs)
    : dstcn(_dstcn), blueIdx(_blueIdx)
    {
        memcpy(coeffs, _coeffs ? _coeffs : XYZ2sRGB_D65, 9*sizeof(coeffs[0]));
        if(blueIdx == 0)
        {
            std::swap(coeffs[0], coeffs[6]);
            std::swap(coeffs[1], coeffs[7]);
            std::swap(coeffs[2], coeffs[8]);
        }
    }
    
    void operator()(const _Tp* src, _Tp* dst, int n) const
    {
        int dcn = dstcn;
		_Tp alpha = ColorChannel<_Tp>::max();
        float C0 = coeffs[0], C1 = coeffs[1], C2 = coeffs[2],
              C3 = coeffs[3], C4 = coeffs[4], C5 = coeffs[5],
              C6 = coeffs[6], C7 = coeffs[7], C8 = coeffs[8];
        n *= 3;
        for(int i = 0; i < n; i += 3, dst += dcn)
        {
			_Tp B = saturate_cast<_Tp>(src[i]*C0 + src[i+1]*C1 + src[i+2]*C2);
			_Tp G = saturate_cast<_Tp>(src[i]*C3 + src[i+1]*C4 + src[i+2]*C5);
			_Tp R = saturate_cast<_Tp>(src[i]*C6 + src[i+1]*C7 + src[i+2]*C8);
            dst[0] = B; dst[1] = G; dst[2] = R;
			if( dcn == 4 )
				dst[3] = alpha;
        }
    }
    int dstcn, blueIdx;
    float coeffs[9];
696 697 698
};


699
template<typename _Tp> struct XYZ2RGB_i
700
{
701 702 703 704
    typedef _Tp channel_type;
    
    XYZ2RGB_i(int _dstcn, int _blueIdx, const int* _coeffs)
    : dstcn(_dstcn), blueIdx(_blueIdx)
705
    {
706
        static const int coeffs0[] =
707
        {
708 709 710 711 712 713 714 715 716 717 718 719
            13273,  -6296,  -2042,  
            -3970,   7684,    170,   
              228,   -836,   4331
        };
        for(int i = 0; i < 9; i++)
            coeffs[i] = _coeffs ? cvRound(_coeffs[i]*(1 << xyz_shift)) : coeffs0[i];
        
        if(blueIdx == 0)
        {
            std::swap(coeffs[0], coeffs[6]);
            std::swap(coeffs[1], coeffs[7]);
            std::swap(coeffs[2], coeffs[8]);
720 721
        }
    }
722 723 724 725 726 727 728 729 730 731 732 733 734 735 736 737 738 739 740 741 742 743 744 745 746 747 748 749 750 751 752 753 754
    void operator()(const _Tp* src, _Tp* dst, int n) const
    {
        int dcn = dstcn;
        _Tp alpha = ColorChannel<_Tp>::max();
        int C0 = coeffs[0], C1 = coeffs[1], C2 = coeffs[2],
            C3 = coeffs[3], C4 = coeffs[4], C5 = coeffs[5],
            C6 = coeffs[6], C7 = coeffs[7], C8 = coeffs[8];
        n *= 3;
        for(int i = 0; i < n; i += 3, dst += dcn)
        {
            int B = CV_DESCALE(src[i]*C0 + src[i+1]*C1 + src[i+2]*C2, xyz_shift);
            int G = CV_DESCALE(src[i]*C3 + src[i+1]*C4 + src[i+2]*C5, xyz_shift);
            int R = CV_DESCALE(src[i]*C6 + src[i+1]*C7 + src[i+2]*C8, xyz_shift);
            dst[0] = saturate_cast<_Tp>(B); dst[1] = saturate_cast<_Tp>(G);
            dst[2] = saturate_cast<_Tp>(R);
            if( dcn == 4 )
				dst[3] = alpha;
        }
    }
    int dstcn, blueIdx;
    int coeffs[9];
};
    

////////////////////////////////////// RGB <-> HSV ///////////////////////////////////////


struct RGB2HSV_b
{
    typedef uchar channel_type;
    
    RGB2HSV_b(int _srccn, int _blueIdx, int _hrange)
    : srccn(_srccn), blueIdx(_blueIdx), hrange(_hrange) {}
755
    
756
    void operator()(const uchar* src, uchar* dst, int n) const
757
    {
758 759 760 761 762 763 764 765 766 767 768 769 770 771 772 773 774 775 776 777 778 779 780 781 782 783 784 785 786 787 788 789 790 791 792 793 794 795 796 797 798
        int i, bidx = blueIdx, scn = srccn;
        const int hsv_shift = 12;
        
        static const int div_table[] = {
            0, 1044480, 522240, 348160, 261120, 208896, 174080, 149211,
            130560, 116053, 104448, 94953, 87040, 80345, 74606, 69632,
            65280, 61440, 58027, 54973, 52224, 49737, 47476, 45412,
            43520, 41779, 40172, 38684, 37303, 36017, 34816, 33693,
            32640, 31651, 30720, 29842, 29013, 28229, 27486, 26782,
            26112, 25475, 24869, 24290, 23738, 23211, 22706, 22223,
            21760, 21316, 20890, 20480, 20086, 19707, 19342, 18991,
            18651, 18324, 18008, 17703, 17408, 17123, 16846, 16579,
            16320, 16069, 15825, 15589, 15360, 15137, 14921, 14711,
            14507, 14308, 14115, 13926, 13743, 13565, 13391, 13221,
            13056, 12895, 12738, 12584, 12434, 12288, 12145, 12006,
            11869, 11736, 11605, 11478, 11353, 11231, 11111, 10995,
            10880, 10768, 10658, 10550, 10445, 10341, 10240, 10141,
            10043, 9947, 9854, 9761, 9671, 9582, 9495, 9410,
            9326, 9243, 9162, 9082, 9004, 8927, 8852, 8777,
            8704, 8632, 8561, 8492, 8423, 8356, 8290, 8224,
            8160, 8097, 8034, 7973, 7913, 7853, 7795, 7737,
            7680, 7624, 7569, 7514, 7461, 7408, 7355, 7304,
            7253, 7203, 7154, 7105, 7057, 7010, 6963, 6917,
            6872, 6827, 6782, 6739, 6695, 6653, 6611, 6569,
            6528, 6487, 6447, 6408, 6369, 6330, 6292, 6254,
            6217, 6180, 6144, 6108, 6073, 6037, 6003, 5968,
            5935, 5901, 5868, 5835, 5803, 5771, 5739, 5708,
            5677, 5646, 5615, 5585, 5556, 5526, 5497, 5468,
            5440, 5412, 5384, 5356, 5329, 5302, 5275, 5249,
            5222, 5196, 5171, 5145, 5120, 5095, 5070, 5046,
            5022, 4998, 4974, 4950, 4927, 4904, 4881, 4858,
            4836, 4813, 4791, 4769, 4748, 4726, 4705, 4684,
            4663, 4642, 4622, 4601, 4581, 4561, 4541, 4522,
            4502, 4483, 4464, 4445, 4426, 4407, 4389, 4370,
            4352, 4334, 4316, 4298, 4281, 4263, 4246, 4229,
            4212, 4195, 4178, 4161, 4145, 4128, 4112, 4096
        };
        int hr = hrange, hscale = hr == 180 ? 15 : 21;
        n *= 3;
        
        for( i = 0; i < n; i += 3, src += scn )
799
        {
800
            int b = src[bidx], g = src[1], r = src[bidx^2];
801 802 803
            int h, s, v = b;
            int vmin = b, diff;
            int vr, vg;
804
            
805 806 807 808
            CV_CALC_MAX_8U( v, g );
            CV_CALC_MAX_8U( v, r );
            CV_CALC_MIN_8U( vmin, g );
            CV_CALC_MIN_8U( vmin, r );
809
            
810 811 812
            diff = v - vmin;
            vr = v == r ? -1 : 0;
            vg = v == g ? -1 : 0;
813
            
814 815 816
            s = diff * div_table[v] >> hsv_shift;
            h = (vr & (g - b)) +
                (~vr & ((vg & (b - r + 2 * diff)) + ((~vg) & (r - g + 4 * diff))));
817 818 819
            h = (h * div_table[diff] * hscale + (1 << (hsv_shift + 6))) >> (7 + hsv_shift);
            h += h < 0 ? hr : 0;
            
820 821 822 823 824
            dst[i] = (uchar)h;
            dst[i+1] = (uchar)s;
            dst[i+2] = (uchar)v;
        }
    }
825 826 827
                 
    int srccn, blueIdx, hrange;
};    
828

829 830
                 
struct RGB2HSV_f
831
{
832 833 834 835 836 837
    typedef float channel_type;
    
    RGB2HSV_f(int _srccn, int _blueIdx, float _hrange)
    : srccn(_srccn), blueIdx(_blueIdx), hrange(_hrange) {}
    
    void operator()(const float* src, float* dst, int n) const
838
    {
839 840 841 842 843
        int i, bidx = blueIdx, scn = srccn;
        float hscale = hrange*(1.f/360.f);
        n *= 3;
    
        for( i = 0; i < n; i += 3, src += scn )
844
        {
845
            float b = src[bidx], g = src[1], r = src[bidx^2];
846
            float h, s, v;
847
            
848
            float vmin, diff;
849
            
850 851 852 853 854
            v = vmin = r;
            if( v < g ) v = g;
            if( v < b ) v = b;
            if( vmin > g ) vmin = g;
            if( vmin > b ) vmin = b;
855
            
856 857 858 859 860 861 862 863 864
            diff = v - vmin;
            s = diff/(float)(fabs(v) + FLT_EPSILON);
            diff = (float)(60./(diff + FLT_EPSILON));
            if( v == r )
                h = (g - b)*diff;
            else if( v == g )
                h = (b - r)*diff + 120.f;
            else
                h = (r - g)*diff + 240.f;
865
            
866
            if( h < 0 ) h += 360.f;
867 868
            
            dst[i] = h*hscale;
869 870 871 872
            dst[i+1] = s;
            dst[i+2] = v;
        }
    }
873 874 875 876
    
    int srccn, blueIdx;
    float hrange;
};
877 878


879
struct HSV2RGB_f
880
{
881 882 883 884 885 886
    typedef float channel_type;
    
    HSV2RGB_f(int _dstcn, int _blueIdx, float _hrange)
    : dstcn(_dstcn), blueIdx(_blueIdx), hscale(6.f/_hrange) {}
    
    void operator()(const float* src, float* dst, int n) const
887
    {
888 889 890 891 892 893
        int i, bidx = blueIdx, dcn = dstcn;
        float _hscale = hscale;
        float alpha = ColorChannel<float>::max();
        n *= 3;
        
        for( i = 0; i < n; i += 3, dst += dcn )
894 895 896 897 898 899 900 901 902 903 904 905
        {
            float h = src[i], s = src[i+1], v = src[i+2];
            float b, g, r;

            if( s == 0 )
                b = g = r = v;
            else
            {
                static const int sector_data[][3]=
                    {{1,3,0}, {1,0,2}, {3,0,1}, {0,2,1}, {0,1,3}, {2,1,0}};
                float tab[4];
                int sector;
906
                h *= _hscale;
907 908 909 910 911 912 913 914 915 916 917 918 919 920 921 922 923
                if( h < 0 )
                    do h += 6; while( h < 0 );
                else if( h >= 6 )
                    do h -= 6; while( h >= 6 );
                sector = cvFloor(h);
                h -= sector;

                tab[0] = v;
                tab[1] = v*(1.f - s);
                tab[2] = v*(1.f - s*h);
                tab[3] = v*(1.f - s*(1.f - h));
                
                b = tab[sector_data[sector][0]];
                g = tab[sector_data[sector][1]];
                r = tab[sector_data[sector][2]];
            }

924
            dst[bidx] = b;
925
            dst[1] = g;
926 927 928
            dst[bidx^2] = r;
            if( dcn == 4 )
                dst[3] = alpha;
929 930 931
        }
    }

932 933 934 935
    int dstcn, blueIdx;
    float hscale;
};
    
936

937
struct HSV2RGB_b
938
{
939 940 941
    typedef uchar channel_type;
    
    HSV2RGB_b(int _dstcn, int _blueIdx, int _hrange)
942
    : dstcn(_dstcn), cvt(3, _blueIdx, (float)_hrange)
943 944 945
    {}
    
    void operator()(const uchar* src, uchar* dst, int n) const
946
    {
947 948 949 950 951
        int i, j, dcn = dstcn;
        uchar alpha = ColorChannel<uchar>::max();
        float buf[3*BLOCK_SIZE];
        
        for( i = 0; i < n; i += BLOCK_SIZE, src += BLOCK_SIZE*3 )
952
        {
953 954 955
            int dn = std::min(n - i, (int)BLOCK_SIZE);
            
            for( j = 0; j < dn*3; j += 3 )
956
            {
957 958 959
                buf[j] = src[j];
                buf[j+1] = src[j+1]*(1.f/255.f);
                buf[j+2] = src[j+2]*(1.f/255.f);
960
            }
961 962 963
            cvt(buf, buf, dn);
            
            for( j = 0; j < dn*3; j += 3, dst += dcn )
964
            {
965 966 967 968 969
                dst[0] = saturate_cast<uchar>(buf[j]*255.f);
                dst[1] = saturate_cast<uchar>(buf[j+1]*255.f);
                dst[2] = saturate_cast<uchar>(buf[j+2]*255.f);
                if( dcn == 4 )
                    dst[3] = alpha;
970 971 972
            }
        }
    }
973 974 975 976
    
    int dstcn;
    HSV2RGB_f cvt;
};
977

978 979
    
///////////////////////////////////// RGB <-> HLS ////////////////////////////////////////
980

981
struct RGB2HLS_f
982
{
983 984 985 986 987 988
    typedef float channel_type;
    
    RGB2HLS_f(int _srccn, int _blueIdx, float _hrange)
    : srccn(_srccn), blueIdx(_blueIdx), hrange(_hrange) {}
    
    void operator()(const float* src, float* dst, int n) const
989
    {
990 991 992 993 994
        int i, bidx = blueIdx, scn = srccn;
        float hscale = hrange*(1.f/360.f);
        n *= 3;
        
        for( i = 0; i < n; i += 3, src += scn )
995
        {
996
            float b = src[bidx], g = src[1], r = src[bidx^2];
997 998
            float h = 0.f, s = 0.f, l;
            float vmin, vmax, diff;
999
            
1000 1001 1002 1003 1004
            vmax = vmin = r;
            if( vmax < g ) vmax = g;
            if( vmax < b ) vmax = b;
            if( vmin > g ) vmin = g;
            if( vmin > b ) vmin = b;
1005
            
1006 1007
            diff = vmax - vmin;
            l = (vmax + vmin)*0.5f;
1008
            
1009 1010 1011 1012
            if( diff > FLT_EPSILON )
            {
                s = l < 0.5f ? diff/(vmax + vmin) : diff/(2 - vmax - vmin);
                diff = 60.f/diff;
1013
                
1014 1015 1016 1017 1018 1019
                if( vmax == r )
                    h = (g - b)*diff;
                else if( vmax == g )
                    h = (b - r)*diff + 120.f;
                else
                    h = (r - g)*diff + 240.f;
1020
                
1021 1022
                if( h < 0.f ) h += 360.f;
            }
1023 1024
            
            dst[i] = h*hscale;
1025 1026 1027 1028
            dst[i+1] = l;
            dst[i+2] = s;
        }
    }
1029 1030 1031 1032 1033 1034 1035
    
    int srccn, blueIdx;
    float hrange;
};
    
    
struct RGB2HLS_b
1036
{
1037 1038 1039 1040 1041 1042
    typedef uchar channel_type;
    
    RGB2HLS_b(int _srccn, int _blueIdx, int _hrange)
    : srccn(_srccn), cvt(3, _blueIdx, (float)_hrange) {}
    
    void operator()(const uchar* src, uchar* dst, int n) const
1043
    {
1044 1045 1046 1047
        int i, j, scn = srccn;
        float buf[3*BLOCK_SIZE];
        
        for( i = 0; i < n; i += BLOCK_SIZE, dst += BLOCK_SIZE*3 )
1048
        {
1049 1050 1051
            int dn = std::min(n - i, (int)BLOCK_SIZE);
            
            for( j = 0; j < dn*3; j += 3, src += scn )
1052
            {
1053 1054 1055
                buf[j] = src[0]*(1.f/255.f);
                buf[j+1] = src[1]*(1.f/255.f);
                buf[j+2] = src[2]*(1.f/255.f);
1056
            }
1057 1058 1059
            cvt(buf, buf, dn);
            
            for( j = 0; j < dn*3; j += 3 )
1060
            {
1061 1062 1063
                dst[j] = saturate_cast<uchar>(buf[j]);
                dst[j+1] = saturate_cast<uchar>(buf[j+1]*255.f);
                dst[j+2] = saturate_cast<uchar>(buf[j+2]*255.f);
1064 1065 1066 1067
            }
        }
    }
    
1068 1069 1070 1071
    int srccn;
    RGB2HLS_f cvt;
};
    
1072

1073 1074 1075 1076 1077 1078 1079 1080
struct HLS2RGB_f
{
    typedef float channel_type;
    
    HLS2RGB_f(int _dstcn, int _blueIdx, float _hrange)
    : dstcn(_dstcn), blueIdx(_blueIdx), hscale(6.f/_hrange) {}
    
    void operator()(const float* src, float* dst, int n) const
1081
    {
1082 1083 1084 1085 1086 1087
        int i, bidx = blueIdx, dcn = dstcn;
        float _hscale = hscale;
        float alpha = ColorChannel<float>::max();
        n *= 3;
        
        for( i = 0; i < n; i += 3, dst += dcn )
1088 1089 1090
        {
            float h = src[i], l = src[i+1], s = src[i+2];
            float b, g, r;
1091
            
1092 1093 1094 1095 1096
            if( s == 0 )
                b = g = r = l;
            else
            {
                static const int sector_data[][3]=
1097
                {{1,3,0}, {1,0,2}, {3,0,1}, {0,2,1}, {0,1,3}, {2,1,0}};
1098 1099 1100 1101 1102
                float tab[4];
                int sector;
                
                float p2 = l <= 0.5f ? l*(1 + s) : l + s - l*s;
                float p1 = 2*l - p2;
1103 1104
                
                h *= _hscale;
1105 1106 1107 1108
                if( h < 0 )
                    do h += 6; while( h < 0 );
                else if( h >= 6 )
                    do h -= 6; while( h >= 6 );
1109
                
1110 1111 1112
                assert( 0 <= h && h < 6 );
                sector = cvFloor(h);
                h -= sector;
1113
                
1114 1115 1116 1117
                tab[0] = p2;
                tab[1] = p1;
                tab[2] = p1 + (p2 - p1)*(1-h);
                tab[3] = p1 + (p2 - p1)*h;
1118
                
1119 1120 1121 1122
                b = tab[sector_data[sector][0]];
                g = tab[sector_data[sector][1]];
                r = tab[sector_data[sector][2]];
            }
1123 1124
            
            dst[bidx] = b;
1125
            dst[1] = g;
1126 1127 1128
            dst[bidx^2] = r;
            if( dcn == 4 )
                dst[3] = alpha;
1129 1130
        }
    }
1131 1132 1133 1134 1135
        
    int dstcn, blueIdx;
    float hscale;
};
    
1136

1137
struct HLS2RGB_b
1138
{
1139 1140 1141
    typedef uchar channel_type;
    
    HLS2RGB_b(int _dstcn, int _blueIdx, int _hrange)
1142
    : dstcn(_dstcn), cvt(3, _blueIdx, (float)_hrange)
1143 1144 1145
    {}
    
    void operator()(const uchar* src, uchar* dst, int n) const
1146
    {
1147 1148 1149 1150 1151
        int i, j, dcn = dstcn;
        uchar alpha = ColorChannel<uchar>::max();
        float buf[3*BLOCK_SIZE];
        
        for( i = 0; i < n; i += BLOCK_SIZE, src += BLOCK_SIZE*3 )
1152
        {
1153 1154 1155 1156 1157 1158 1159 1160 1161 1162 1163
            int dn = std::min(n - i, (int)BLOCK_SIZE);
            
            for( j = 0; j < dn*3; j += 3 )
            {
                buf[j] = src[j];
                buf[j+1] = src[j+1]*(1.f/255.f);
                buf[j+2] = src[j+2]*(1.f/255.f);
            }
            cvt(buf, buf, dn);
            
            for( j = 0; j < dn*3; j += 3, dst += dcn )
1164
            {
1165 1166 1167 1168 1169
                dst[0] = saturate_cast<uchar>(buf[j]*255.f);
                dst[1] = saturate_cast<uchar>(buf[j+1]*255.f);
                dst[2] = saturate_cast<uchar>(buf[j+2]*255.f);
                if( dcn == 4 )
                    dst[3] = alpha;
1170 1171 1172
            }
        }
    }
1173 1174 1175 1176
    
    int dstcn;
    HLS2RGB_f cvt;
};
1177

1178 1179
    
///////////////////////////////////// RGB <-> L*a*b* /////////////////////////////////////
1180

1181
static const float D65[] = { 0.950456f, 1.f, 1.088754f };
1182

1183 1184 1185
enum { LAB_CBRT_TAB_SIZE = 1024, GAMMA_TAB_SIZE = 1024 };
static float LabCbrtTab[LAB_CBRT_TAB_SIZE*4];
static const float LabCbrtTabScale = LAB_CBRT_TAB_SIZE/1.5f;
1186

1187 1188 1189 1190 1191 1192 1193 1194 1195 1196 1197 1198 1199 1200 1201
static float sRGBGammaTab[GAMMA_TAB_SIZE*4], sRGBInvGammaTab[GAMMA_TAB_SIZE*4];
static const float GammaTabScale = (float)GAMMA_TAB_SIZE;
    
static ushort sRGBGammaTab_b[256], linearGammaTab_b[256];    
#undef lab_shift
#define lab_shift xyz_shift
#define gamma_shift 3
#define lab_shift2 (lab_shift + gamma_shift)
#define LAB_CBRT_TAB_SIZE_B (256*3/2*(1<<gamma_shift))
static ushort LabCbrtTab_b[LAB_CBRT_TAB_SIZE_B];
    
static void initLabTabs()
{
    static bool initialized = false;
    if(!initialized)
1202
    {
1203
        float f[LAB_CBRT_TAB_SIZE+1], g[GAMMA_TAB_SIZE+1], ig[GAMMA_TAB_SIZE+1], scale = 1.f/LabCbrtTabScale;
1204 1205
        int i;
        for(i = 0; i <= LAB_CBRT_TAB_SIZE; i++)
1206
        {
1207 1208 1209 1210 1211 1212 1213 1214 1215 1216 1217 1218 1219 1220 1221 1222 1223 1224 1225 1226
            float x = i*scale;
            f[i] = x < 0.008856f ? x*7.787f + 0.13793103448275862f : cvCbrt(x);
        }
        splineBuild(f, LAB_CBRT_TAB_SIZE, LabCbrtTab);
        
        scale = 1.f/GammaTabScale;
        for(i = 0; i <= GAMMA_TAB_SIZE; i++)
        {
            float x = i*scale;
            g[i] = x <= 0.04045f ? x*(1.f/12.92f) : (float)pow((double)(x + 0.055)*(1./1.055), 2.4);
            ig[i] = x <= 0.0031308 ? x*12.92f : (float)(1.055*pow((double)x, 1./2.4) - 0.055);
        }
        splineBuild(g, GAMMA_TAB_SIZE, sRGBGammaTab);
        splineBuild(ig, GAMMA_TAB_SIZE, sRGBInvGammaTab);
        
        for(i = 0; i < 256; i++)
        {
            float x = i*(1.f/255.f);
            sRGBGammaTab_b[i] = saturate_cast<ushort>(255.f*(1 << gamma_shift)*(x <= 0.04045f ? x*(1.f/12.92f) : (float)pow((double)(x + 0.055)*(1./1.055), 2.4)));
            linearGammaTab_b[i] = (ushort)(i*(1 << gamma_shift));
1227
        }
1228 1229 1230 1231 1232 1233 1234
        
        for(i = 0; i < LAB_CBRT_TAB_SIZE_B; i++)
        {
            float x = i*(1.f/(255.f*(1 << gamma_shift)));
            LabCbrtTab_b[i] = saturate_cast<ushort>((1 << lab_shift2)*(x < 0.008856f ? x*7.787f + 0.13793103448275862f : cvCbrt(x)));
        }
        initialized = true;
1235 1236 1237
    }
}

1238 1239 1240 1241 1242 1243 1244 1245
struct RGB2Lab_b
{
    typedef uchar channel_type;
    
    RGB2Lab_b(int _srccn, int blueIdx, const float* _coeffs,
              const float* _whitept, bool _srgb)
    : srccn(_srccn), srgb(_srgb)
    {
1246
        static volatile int _3 = 3;
1247 1248 1249 1250 1251 1252 1253 1254 1255 1256 1257
        initLabTabs();
        
        if(!_coeffs) _coeffs = sRGB2XYZ_D65;
        if(!_whitept) _whitept = D65;
        float scale[] =
        {
            (1 << lab_shift)/_whitept[0],
            (float)(1 << lab_shift),
            (1 << lab_shift)/_whitept[2]
        };
        
1258
        for( int i = 0; i < _3; i++ )
1259 1260 1261 1262
        {
            coeffs[i*3+(blueIdx^2)] = cvRound(_coeffs[i*3]*scale[i]);
            coeffs[i*3+1] = cvRound(_coeffs[i*3+1]*scale[i]);
            coeffs[i*3+blueIdx] = cvRound(_coeffs[i*3+2]*scale[i]);
1263
            
1264 1265
            CV_Assert( coeffs[i] >= 0 && coeffs[i*3+1] >= 0 && coeffs[i*3+2] >= 0 &&
                      coeffs[i*3] + coeffs[i*3+1] + coeffs[i*3+2] < 2*(1 << lab_shift) );
1266 1267 1268 1269 1270 1271 1272 1273 1274 1275 1276 1277 1278 1279 1280 1281 1282 1283 1284 1285 1286 1287 1288 1289 1290 1291 1292 1293 1294 1295 1296 1297 1298 1299
        }
    }
    
    void operator()(const uchar* src, uchar* dst, int n) const
    {
        const int Lscale = (116*255+50)/100;
        const int Lshift = -((16*255*(1 << lab_shift2) + 50)/100);
        const ushort* tab = srgb ? sRGBGammaTab_b : linearGammaTab_b;
        int i, scn = srccn;
        int C0 = coeffs[0], C1 = coeffs[1], C2 = coeffs[2],
            C3 = coeffs[3], C4 = coeffs[4], C5 = coeffs[5],
            C6 = coeffs[6], C7 = coeffs[7], C8 = coeffs[8];
        n *= 3;
        
        for( i = 0; i < n; i += 3, src += scn )
        {
            int R = tab[src[0]], G = tab[src[1]], B = tab[src[2]];
            int fX = LabCbrtTab_b[CV_DESCALE(R*C0 + G*C1 + B*C2, lab_shift)];
            int fY = LabCbrtTab_b[CV_DESCALE(R*C3 + G*C4 + B*C5, lab_shift)];
            int fZ = LabCbrtTab_b[CV_DESCALE(R*C6 + G*C7 + B*C8, lab_shift)];
            
            int L = CV_DESCALE( Lscale*fY + Lshift, lab_shift2 );
            int a = CV_DESCALE( 500*(fX - fY) + 128*(1 << lab_shift2), lab_shift2 );
            int b = CV_DESCALE( 200*(fY - fZ) + 128*(1 << lab_shift2), lab_shift2 );
            
            dst[i] = saturate_cast<uchar>(L);
            dst[i+1] = saturate_cast<uchar>(a);
            dst[i+2] = saturate_cast<uchar>(b);
        }
    }
    
    int srccn;
    int coeffs[9];
    bool srgb;
1300
};
1301 1302 1303
    
    
struct RGB2Lab_f
1304
{
1305 1306 1307 1308 1309
    typedef float channel_type;
    
    RGB2Lab_f(int _srccn, int blueIdx, const float* _coeffs,
              const float* _whitept, bool _srgb)
    : srccn(_srccn), srgb(_srgb)
1310
    {
1311
        volatile int _3 = 3;
1312 1313 1314 1315 1316 1317
        initLabTabs();
        
        if(!_coeffs) _coeffs = sRGB2XYZ_D65;
        if(!_whitept) _whitept = D65;
        float scale[] = { LabCbrtTabScale/_whitept[0], LabCbrtTabScale, LabCbrtTabScale/_whitept[2] };
        
1318
        for( int i = 0; i < _3; i++ )
1319
        {
1320 1321 1322 1323 1324 1325 1326 1327 1328 1329 1330 1331 1332 1333 1334 1335 1336 1337 1338 1339 1340 1341
            coeffs[i*3+(blueIdx^2)] = _coeffs[i*3]*scale[i];
            coeffs[i*3+1] = _coeffs[i*3+1]*scale[i];
            coeffs[i*3+blueIdx] = _coeffs[i*3+2]*scale[i];
            CV_Assert( coeffs[i*3] >= 0 && coeffs[i*3+1] >= 0 && coeffs[i*3+2] >= 0 &&
                       coeffs[i*3] + coeffs[i*3+1] + coeffs[i*3+2] < 1.5f*LabCbrtTabScale );
        }
    }
    
    void operator()(const float* src, float* dst, int n) const
    {
        int i, scn = srccn;
        float gscale = GammaTabScale;
        const float* gammaTab = srgb ? sRGBGammaTab : 0;
        float C0 = coeffs[0], C1 = coeffs[1], C2 = coeffs[2],
              C3 = coeffs[3], C4 = coeffs[4], C5 = coeffs[5],
              C6 = coeffs[6], C7 = coeffs[7], C8 = coeffs[8];
        n *= 3;
        
        for( i = 0; i < n; i += 3, src += scn )
        {
            float R = src[0], G = src[1], B = src[2];
            if( gammaTab )
1342
            {
1343 1344 1345
                R = splineInterpolate(R*gscale, gammaTab, GAMMA_TAB_SIZE);
                G = splineInterpolate(G*gscale, gammaTab, GAMMA_TAB_SIZE);
                B = splineInterpolate(B*gscale, gammaTab, GAMMA_TAB_SIZE);
1346
            }
1347 1348 1349 1350 1351 1352 1353 1354 1355 1356 1357 1358 1359 1360 1361 1362 1363 1364 1365 1366 1367 1368 1369 1370 1371 1372 1373 1374 1375 1376 1377 1378 1379 1380 1381 1382 1383 1384 1385 1386 1387 1388 1389 1390 1391 1392 1393 1394 1395 1396 1397 1398 1399 1400 1401 1402 1403 1404 1405 1406 1407 1408 1409 1410 1411
            float fX = splineInterpolate(R*C0 + G*C1 + B*C2, LabCbrtTab, LAB_CBRT_TAB_SIZE); 
            float fY = splineInterpolate(R*C3 + G*C4 + B*C5, LabCbrtTab, LAB_CBRT_TAB_SIZE);
            float fZ = splineInterpolate(R*C6 + G*C7 + B*C8, LabCbrtTab, LAB_CBRT_TAB_SIZE);
            
            float L = 116.f*fY - 16.f;
            float a = 500.f*(fX - fY);
            float b = 200.f*(fY - fZ);
            
            dst[i] = L; dst[i+1] = a; dst[i+2] = b;
        }
    }
    
    int srccn;
    float coeffs[9];
    bool srgb;
};

    
struct Lab2RGB_f
{
    typedef float channel_type;
    
    Lab2RGB_f( int _dstcn, int blueIdx, const float* _coeffs,
               const float* _whitept, bool _srgb )
    : dstcn(_dstcn), srgb(_srgb)
    {
        initLabTabs();
        
        if(!_coeffs) _coeffs = XYZ2sRGB_D65;
        if(!_whitept) _whitept = D65;
        
        for( int i = 0; i < 3; i++ )
        {
            coeffs[i+(blueIdx^2)*3] = _coeffs[i]*_whitept[i];
            coeffs[i+3] = _coeffs[i+3]*_whitept[i];
            coeffs[i+blueIdx*3] = _coeffs[i+6]*_whitept[i];
        }
    }
    
    void operator()(const float* src, float* dst, int n) const
    {
        int i, dcn = dstcn;
        const float* gammaTab = srgb ? sRGBInvGammaTab : 0;
        float gscale = GammaTabScale;
        float C0 = coeffs[0], C1 = coeffs[1], C2 = coeffs[2],
              C3 = coeffs[3], C4 = coeffs[4], C5 = coeffs[5],
              C6 = coeffs[6], C7 = coeffs[7], C8 = coeffs[8];
        float alpha = ColorChannel<float>::max();
        n *= 3;
        
        for( i = 0; i < n; i += 3, dst += dcn )
        {
            float L = src[i], a = src[i+1], b = src[i+2];
            float Y = (L + 16.f)*(1.f/116.f);
            float X = (Y + a*0.002f);
            float Z = (Y - b*0.005f);
            Y = Y*Y*Y;
            X = X*X*X;
            Z = Z*Z*Z;
            
            float R = X*C0 + Y*C1 + Z*C2;
            float G = X*C3 + Y*C4 + Z*C5;
            float B = X*C6 + Y*C7 + Z*C8;
            
            if( gammaTab )
1412
            {
1413 1414 1415
                R = splineInterpolate(R*gscale, gammaTab, GAMMA_TAB_SIZE);
                G = splineInterpolate(G*gscale, gammaTab, GAMMA_TAB_SIZE);
                B = splineInterpolate(B*gscale, gammaTab, GAMMA_TAB_SIZE);
1416
            }
1417 1418 1419 1420
            
            dst[0] = R; dst[1] = G; dst[2] = B;
            if( dcn == 4 )
                dst[3] = alpha;
1421 1422
        }
    }
1423 1424 1425 1426 1427
    
    int dstcn;
    float coeffs[9];
    bool srgb;
};
1428

1429 1430
    
struct Lab2RGB_b
1431
{
1432 1433 1434 1435 1436 1437 1438
    typedef uchar channel_type;
    
    Lab2RGB_b( int _dstcn, int blueIdx, const float* _coeffs,
               const float* _whitept, bool _srgb )
    : dstcn(_dstcn), cvt(3, blueIdx, _coeffs, _whitept, _srgb ) {}
    
    void operator()(const uchar* src, uchar* dst, int n) const
1439
    {
1440 1441 1442 1443 1444
        int i, j, dcn = dstcn;
        uchar alpha = ColorChannel<uchar>::max();
        float buf[3*BLOCK_SIZE];
        
        for( i = 0; i < n; i += BLOCK_SIZE, src += BLOCK_SIZE*3 )
1445
        {
1446 1447 1448
            int dn = std::min(n - i, (int)BLOCK_SIZE);
            
            for( j = 0; j < dn*3; j += 3 )
1449
            {
1450 1451 1452
                buf[j] = src[j]*(100.f/255.f);
                buf[j+1] = (float)(src[j+1] - 128);
                buf[j+2] = (float)(src[j+2] - 128);
1453
            }
1454 1455 1456
            cvt(buf, buf, dn);
            
            for( j = 0; j < dn*3; j += 3, dst += dcn )
1457
            {
1458 1459 1460 1461 1462
                dst[0] = saturate_cast<uchar>(buf[j]*255.f);
                dst[1] = saturate_cast<uchar>(buf[j+1]*255.f);
                dst[2] = saturate_cast<uchar>(buf[j+2]*255.f);
                if( dcn == 4 )
                    dst[3] = alpha;
1463 1464 1465
            }
        }
    }
1466 1467 1468 1469 1470 1471 1472
    
    int dstcn;
    Lab2RGB_f cvt;
};
    
    
///////////////////////////////////// RGB <-> L*u*v* /////////////////////////////////////
1473

1474
struct RGB2Luv_f
1475
{
1476 1477 1478 1479 1480
    typedef float channel_type;
    
    RGB2Luv_f( int _srccn, int blueIdx, const float* _coeffs,
               const float* whitept, bool _srgb )
    : srccn(_srccn), srgb(_srgb)
1481
    {
1482
		volatile int i;
1483 1484 1485 1486 1487
        initLabTabs();
        
        if(!_coeffs) _coeffs = sRGB2XYZ_D65;
        if(!whitept) whitept = D65;
        
1488
        for( i = 0; i < 3; i++ )
1489
        {
1490
            coeffs[i*3] = _coeffs[i*3];
1491
            coeffs[i*3+1] = _coeffs[i*3+1];
1492 1493 1494
            coeffs[i*3+2] = _coeffs[i*3+2];
            if( blueIdx == 0 )
                std::swap(coeffs[i*3], coeffs[i*3+2]);
1495 1496
            CV_Assert( coeffs[i*3] >= 0 && coeffs[i*3+1] >= 0 && coeffs[i*3+2] >= 0 &&
                      coeffs[i*3] + coeffs[i*3+1] + coeffs[i*3+2] < 1.5f );
1497
        }
1498 1499 1500 1501 1502 1503
        
        float d = 1.f/(whitept[0] + whitept[1]*15 + whitept[2]*3);
        un = 4*whitept[0]*d;
        vn = 9*whitept[1]*d;
        
        CV_Assert(whitept[1] == 1.f);
1504
    }
1505 1506 1507 1508 1509 1510 1511 1512 1513 1514 1515 1516 1517 1518 1519 1520 1521 1522 1523 1524 1525 1526 1527 1528 1529 1530 1531 1532 1533 1534 1535
    
    void operator()(const float* src, float* dst, int n) const
    {
        int i, scn = srccn;
        float gscale = GammaTabScale;
        const float* gammaTab = srgb ? sRGBGammaTab : 0;
        float C0 = coeffs[0], C1 = coeffs[1], C2 = coeffs[2],
              C3 = coeffs[3], C4 = coeffs[4], C5 = coeffs[5],
              C6 = coeffs[6], C7 = coeffs[7], C8 = coeffs[8];
        float _un = 13*un, _vn = 13*vn;
        n *= 3;
        
        for( i = 0; i < n; i += 3, src += scn )
        {
            float R = src[0], G = src[1], B = src[2];
            if( gammaTab )
            {
                R = splineInterpolate(R*gscale, gammaTab, GAMMA_TAB_SIZE);
                G = splineInterpolate(G*gscale, gammaTab, GAMMA_TAB_SIZE);
                B = splineInterpolate(B*gscale, gammaTab, GAMMA_TAB_SIZE);
            }
            
            float X = R*C0 + G*C1 + B*C2;
            float Y = R*C3 + G*C4 + B*C5;
            float Z = R*C6 + G*C7 + B*C8;
            
            float L = splineInterpolate(Y*LabCbrtTabScale, LabCbrtTab, LAB_CBRT_TAB_SIZE);
            L = 116.f*L - 16.f;
            
            float d = (4*13) / std::max(X + 15 * Y + 3 * Z, FLT_EPSILON);            
            float u = L*(X*d - _un);
1536
            float v = L*((9*0.25f)*Y*d - _vn);
1537 1538 1539 1540 1541 1542 1543 1544 1545
            
            dst[i] = L; dst[i+1] = u; dst[i+2] = v;
        }
    }
    
    int srccn;
    float coeffs[9], un, vn;
    bool srgb;
};
1546

1547 1548
    
struct Luv2RGB_f
1549
{
1550 1551 1552 1553 1554
    typedef float channel_type;
    
    Luv2RGB_f( int _dstcn, int blueIdx, const float* _coeffs,
              const float* whitept, bool _srgb )
    : dstcn(_dstcn), srgb(_srgb)
1555
    {
1556 1557 1558 1559 1560 1561
        initLabTabs();
        
        if(!_coeffs) _coeffs = XYZ2sRGB_D65;
        if(!whitept) whitept = D65;
        
        for( int i = 0; i < 3; i++ )
1562
        {
1563 1564 1565 1566 1567 1568 1569 1570 1571 1572 1573 1574 1575 1576 1577 1578 1579 1580 1581 1582 1583 1584 1585 1586 1587 1588 1589 1590 1591 1592 1593 1594 1595 1596
            coeffs[i+(blueIdx^2)*3] = _coeffs[i];
            coeffs[i+3] = _coeffs[i+3];
            coeffs[i+blueIdx*3] = _coeffs[i+6];
        }
        
        float d = 1.f/(whitept[0] + whitept[1]*15 + whitept[2]*3);
        un = 4*whitept[0]*d;
        vn = 9*whitept[1]*d;
        
        CV_Assert(whitept[1] == 1.f);
    }
    
    void operator()(const float* src, float* dst, int n) const
    {
        int i, dcn = dstcn;
        const float* gammaTab = srgb ? sRGBInvGammaTab : 0;
        float gscale = GammaTabScale;
        float C0 = coeffs[0], C1 = coeffs[1], C2 = coeffs[2],
              C3 = coeffs[3], C4 = coeffs[4], C5 = coeffs[5],
              C6 = coeffs[6], C7 = coeffs[7], C8 = coeffs[8];
        float alpha = ColorChannel<float>::max();
        float _un = un, _vn = vn;
        n *= 3;
        
        for( i = 0; i < n; i += 3, dst += dcn )
        {
            float L = src[i], u = src[i+1], v = src[i+2], d, X, Y, Z;
            Y = (L + 16.f) * (1.f/116.f);
            Y = Y*Y*Y;
            d = (1.f/13.f)/L;
            u = u*d + _un;
            v = v*d + _vn;
            float iv = 1.f/v;
            X = 2.25f * u * Y * iv ;
1597
            Z = (12 - 3 * u - 20 * v) * Y * 0.25f * iv;                
1598 1599 1600 1601 1602 1603
                        
            float R = X*C0 + Y*C1 + Z*C2;
            float G = X*C3 + Y*C4 + Z*C5;
            float B = X*C6 + Y*C7 + Z*C8;
            
            if( gammaTab )
1604
            {
1605 1606 1607
                R = splineInterpolate(R*gscale, gammaTab, GAMMA_TAB_SIZE);
                G = splineInterpolate(G*gscale, gammaTab, GAMMA_TAB_SIZE);
                B = splineInterpolate(B*gscale, gammaTab, GAMMA_TAB_SIZE);
1608
            }
1609 1610 1611 1612
            
            dst[0] = R; dst[1] = G; dst[2] = B;
            if( dcn == 4 )
                dst[3] = alpha;
1613 1614
        }
    }
1615 1616 1617 1618 1619
    
    int dstcn;
    float coeffs[9], un, vn;
    bool srgb;
};
1620

1621 1622
    
struct RGB2Luv_b
1623
{
1624 1625 1626 1627 1628 1629 1630
    typedef uchar channel_type;
    
    RGB2Luv_b( int _srccn, int blueIdx, const float* _coeffs,
               const float* _whitept, bool _srgb )
    : srccn(_srccn), cvt(3, blueIdx, _coeffs, _whitept, _srgb) {}
    
    void operator()(const uchar* src, uchar* dst, int n) const
1631
    {
1632 1633 1634 1635
        int i, j, scn = srccn;
        float buf[3*BLOCK_SIZE];
        
        for( i = 0; i < n; i += BLOCK_SIZE, dst += BLOCK_SIZE*3 )
1636
        {
1637 1638 1639
            int dn = std::min(n - i, (int)BLOCK_SIZE);
            
            for( j = 0; j < dn*3; j += 3, src += scn )
1640
            {
1641 1642 1643
                buf[j] = src[0]*(1.f/255.f);
                buf[j+1] = (float)(src[1]*(1.f/255.f));
                buf[j+2] = (float)(src[2]*(1.f/255.f));
1644
            }
1645 1646 1647
            cvt(buf, buf, dn);
            
            for( j = 0; j < dn*3; j += 3 )
1648
            {
1649 1650 1651
                dst[j] = saturate_cast<uchar>(buf[j]*2.55f);
                dst[j+1] = saturate_cast<uchar>(buf[j+1]*0.72033898305084743f + 96.525423728813564f);
                dst[j+2] = saturate_cast<uchar>(buf[j+2]*0.99609375f + 139.453125f);
1652 1653 1654
            }
        }
    }
1655 1656 1657 1658 1659
    
    int srccn;
    RGB2Luv_f cvt;
};
    
1660

1661
struct Luv2RGB_b
1662
{
1663 1664 1665 1666 1667 1668 1669 1670 1671 1672 1673 1674 1675 1676 1677 1678 1679 1680 1681 1682 1683 1684 1685 1686 1687 1688 1689 1690 1691 1692 1693 1694 1695 1696 1697 1698 1699 1700
    typedef uchar channel_type;
    
    Luv2RGB_b( int _dstcn, int blueIdx, const float* _coeffs,
               const float* _whitept, bool _srgb )
    : dstcn(_dstcn), cvt(3, blueIdx, _coeffs, _whitept, _srgb ) {}
    
    void operator()(const uchar* src, uchar* dst, int n) const
    {
        int i, j, dcn = dstcn;
        uchar alpha = ColorChannel<uchar>::max();
        float buf[3*BLOCK_SIZE];
        
        for( i = 0; i < n; i += BLOCK_SIZE, src += BLOCK_SIZE*3 )
        {
            int dn = std::min(n - i, (int)BLOCK_SIZE);
            
            for( j = 0; j < dn*3; j += 3 )
            {
                buf[j] = src[j]*(100.f/255.f);
                buf[j+1] = (float)(src[j+1]*1.388235294117647f - 134.f);
                buf[j+2] = (float)(src[j+2]*1.003921568627451f - 140.f);
            }
            cvt(buf, buf, dn);
            
            for( j = 0; j < dn*3; j += 3, dst += dcn )
            {
                dst[0] = saturate_cast<uchar>(buf[j]*255.f);
                dst[1] = saturate_cast<uchar>(buf[j+1]*255.f);
                dst[2] = saturate_cast<uchar>(buf[j+2]*255.f);
                if( dcn == 4 )
                    dst[3] = alpha;
            }
        }
    }
    
    int dstcn;
    Luv2RGB_f cvt;
};
1701

1702 1703
        
//////////////////////////// Bayer Pattern -> RGB conversion /////////////////////////////
1704

1705
static void Bayer2RGB_8u( const Mat& srcmat, Mat& dstmat, int code )
1706
{
1707 1708 1709 1710 1711
    const uchar* bayer0 = srcmat.data;
    int bayer_step = (int)srcmat.step;
    uchar* dst0 = dstmat.data;
    int dst_step = (int)dstmat.step;
    Size size = srcmat.size();
1712 1713 1714 1715 1716 1717 1718 1719 1720 1721 1722 1723 1724 1725 1726 1727 1728 1729 1730 1731 1732 1733 1734 1735 1736 1737 1738 1739 1740 1741 1742 1743 1744 1745 1746 1747 1748 1749 1750 1751 1752 1753 1754 1755 1756 1757 1758 1759 1760 1761 1762 1763 1764 1765 1766 1767 1768 1769 1770 1771 1772 1773 1774 1775 1776 1777 1778 1779 1780 1781 1782 1783 1784 1785 1786 1787 1788 1789 1790 1791 1792 1793 1794 1795 1796 1797 1798 1799 1800 1801
    int blue = code == CV_BayerBG2BGR || code == CV_BayerGB2BGR ? -1 : 1;
    int start_with_green = code == CV_BayerGB2BGR || code == CV_BayerGR2BGR;

    memset( dst0, 0, size.width*3*sizeof(dst0[0]) );
    memset( dst0 + (size.height - 1)*dst_step, 0, size.width*3*sizeof(dst0[0]) );
    dst0 += dst_step + 3 + 1;
    size.height -= 2;
    size.width -= 2;

    for( ; size.height-- > 0; bayer0 += bayer_step, dst0 += dst_step )
    {
        int t0, t1;
        const uchar* bayer = bayer0;
        uchar* dst = dst0;
        const uchar* bayer_end = bayer + size.width;

        dst[-4] = dst[-3] = dst[-2] = dst[size.width*3-1] =
            dst[size.width*3] = dst[size.width*3+1] = 0;

        if( size.width <= 0 )
            continue;

        if( start_with_green )
        {
            t0 = (bayer[1] + bayer[bayer_step*2+1] + 1) >> 1;
            t1 = (bayer[bayer_step] + bayer[bayer_step+2] + 1) >> 1;
            dst[-blue] = (uchar)t0;
            dst[0] = bayer[bayer_step+1];
            dst[blue] = (uchar)t1;
            bayer++;
            dst += 3;
        }

        if( blue > 0 )
        {
            for( ; bayer <= bayer_end - 2; bayer += 2, dst += 6 )
            {
                t0 = (bayer[0] + bayer[2] + bayer[bayer_step*2] +
                      bayer[bayer_step*2+2] + 2) >> 2;
                t1 = (bayer[1] + bayer[bayer_step] +
                      bayer[bayer_step+2] + bayer[bayer_step*2+1]+2) >> 2;
                dst[-1] = (uchar)t0;
                dst[0] = (uchar)t1;
                dst[1] = bayer[bayer_step+1];

                t0 = (bayer[2] + bayer[bayer_step*2+2] + 1) >> 1;
                t1 = (bayer[bayer_step+1] + bayer[bayer_step+3] + 1) >> 1;
                dst[2] = (uchar)t0;
                dst[3] = bayer[bayer_step+2];
                dst[4] = (uchar)t1;
            }
        }
        else
        {
            for( ; bayer <= bayer_end - 2; bayer += 2, dst += 6 )
            {
                t0 = (bayer[0] + bayer[2] + bayer[bayer_step*2] +
                      bayer[bayer_step*2+2] + 2) >> 2;
                t1 = (bayer[1] + bayer[bayer_step] +
                      bayer[bayer_step+2] + bayer[bayer_step*2+1]+2) >> 2;
                dst[1] = (uchar)t0;
                dst[0] = (uchar)t1;
                dst[-1] = bayer[bayer_step+1];

                t0 = (bayer[2] + bayer[bayer_step*2+2] + 1) >> 1;
                t1 = (bayer[bayer_step+1] + bayer[bayer_step+3] + 1) >> 1;
                dst[4] = (uchar)t0;
                dst[3] = bayer[bayer_step+2];
                dst[2] = (uchar)t1;
            }
        }

        if( bayer < bayer_end )
        {
            t0 = (bayer[0] + bayer[2] + bayer[bayer_step*2] +
                  bayer[bayer_step*2+2] + 2) >> 2;
            t1 = (bayer[1] + bayer[bayer_step] +
                  bayer[bayer_step+2] + bayer[bayer_step*2+1]+2) >> 2;
            dst[-blue] = (uchar)t0;
            dst[0] = (uchar)t1;
            dst[blue] = bayer[bayer_step+1];
            bayer++;
            dst += 3;
        }

        blue = -blue;
        start_with_green = !start_with_green;
    }
}

1802 1803 1804 1805
    
/////////////////// Demosaicing using Variable Number of Gradients ///////////////////////
    
static void Bayer2RGB_VNG_8u( const Mat& srcmat, Mat& dstmat, int code )
1806
{
1807 1808 1809 1810 1811 1812
    const uchar* bayer = srcmat.data;
    int bstep = (int)srcmat.step;
    uchar* dst = dstmat.data;
    int dststep = (int)dstmat.step;
    Size size = srcmat.size();
    
1813 1814 1815 1816
    int blueIdx = code == CV_BayerBG2BGR_VNG || code == CV_BayerGB2BGR_VNG ? 0 : 2;
    bool greenCell0 = code != CV_BayerBG2BGR_VNG && code != CV_BayerRG2BGR_VNG;
    
    // for too small images use the simple interpolation algorithm
1817
    if( MIN(size.width, size.height) < 8 )
1818 1819 1820 1821
    {
        Bayer2RGB_8u( srcmat, dstmat, code );
        return;
    }
1822 1823
    
    const int brows = 3, bcn = 7;
1824 1825
    int N = size.width, N2 = N*2, N3 = N*3, N4 = N*4, N5 = N*5, N6 = N*6, N7 = N*7;  
    int i, bufstep = N7*bcn;
1826 1827 1828 1829 1830
    cv::AutoBuffer<ushort> _buf(bufstep*brows);
    ushort* buf = (ushort*)_buf;
    
    bayer += bstep*2;
    
1831 1832 1833 1834
#if CV_SSE2
    bool haveSSE = cv::checkHardwareSupport(CV_CPU_SSE2);
    #define _mm_absdiff_epu16(a,b) _mm_adds_epu16(_mm_subs_epu16(a, b), _mm_subs_epu16(b, a))
#endif
1835
    
1836
    for( int y = 2; y < size.height - 4; y++ )
1837
    {
1838
        uchar* dstrow = dst + dststep*y + 6;
1839 1840 1841 1842
        const uchar* srow;
        
        for( int dy = (y == 2 ? -1 : 1); dy <= 1; dy++ )
        {
1843 1844
            ushort* brow = buf + ((y + dy - 1)%brows)*bufstep + 1;
            srow = bayer + (y+dy)*bstep + 1;
1845 1846
            
            for( i = 0; i < bcn; i++ )
1847
                brow[N*i-1] = brow[(N-2) + N*i] = 0;
1848
            
1849
            i = 1;
1850 1851
            
#if CV_SSE2
1852
            if( haveSSE )
1853
            {
1854 1855
                __m128i z = _mm_setzero_si128();
                for( ; i <= N-9; i += 8, srow += 8, brow += 8 )
1856
                {
1857 1858 1859 1860 1861 1862 1863 1864 1865 1866 1867 1868 1869 1870 1871 1872 1873 1874 1875 1876 1877 1878 1879 1880 1881 1882 1883 1884 1885 1886 1887 1888 1889 1890 1891 1892 1893 1894 1895
                    __m128i s1, s2, s3, s4, s6, s7, s8, s9;
                    
                    s1 = _mm_unpacklo_epi8(_mm_loadl_epi64((__m128i*)(srow-1-bstep)),z);
                    s2 = _mm_unpacklo_epi8(_mm_loadl_epi64((__m128i*)(srow-bstep)),z);
                    s3 = _mm_unpacklo_epi8(_mm_loadl_epi64((__m128i*)(srow+1-bstep)),z);
                    
                    s4 = _mm_unpacklo_epi8(_mm_loadl_epi64((__m128i*)(srow-1)),z);
                    s6 = _mm_unpacklo_epi8(_mm_loadl_epi64((__m128i*)(srow+1)),z);
                    
                    s7 = _mm_unpacklo_epi8(_mm_loadl_epi64((__m128i*)(srow-1+bstep)),z);
                    s8 = _mm_unpacklo_epi8(_mm_loadl_epi64((__m128i*)(srow+bstep)),z);
                    s9 = _mm_unpacklo_epi8(_mm_loadl_epi64((__m128i*)(srow+1+bstep)),z);
                    
                    __m128i b0, b1, b2, b3, b4, b5, b6;
                    
                    b0 = _mm_adds_epu16(_mm_slli_epi16(_mm_absdiff_epu16(s2,s8),1),
                                        _mm_adds_epu16(_mm_absdiff_epu16(s1, s7),
                                                       _mm_absdiff_epu16(s3, s9)));
                    b1 = _mm_adds_epu16(_mm_slli_epi16(_mm_absdiff_epu16(s4,s6),1),
                                        _mm_adds_epu16(_mm_absdiff_epu16(s1, s3),
                                                       _mm_absdiff_epu16(s7, s9)));
                    b2 = _mm_slli_epi16(_mm_absdiff_epu16(s3,s7),1);
                    b3 = _mm_slli_epi16(_mm_absdiff_epu16(s1,s9),1);
                    
                    _mm_storeu_si128((__m128i*)brow, b0);
                    _mm_storeu_si128((__m128i*)(brow + N), b1);
                    _mm_storeu_si128((__m128i*)(brow + N2), b2);
                    _mm_storeu_si128((__m128i*)(brow + N3), b3);
                    
                    b4 = _mm_adds_epu16(b2,_mm_adds_epu16(_mm_absdiff_epu16(s2, s4),
                                                          _mm_absdiff_epu16(s6, s8)));
                    b5 = _mm_adds_epu16(b3,_mm_adds_epu16(_mm_absdiff_epu16(s2, s6),
                                                          _mm_absdiff_epu16(s4, s8)));
                    b6 = _mm_adds_epu16(_mm_adds_epu16(s2, s4), _mm_adds_epu16(s6, s8));
                    b6 = _mm_srli_epi16(b6, 1);
                    
                    _mm_storeu_si128((__m128i*)(brow + N4), b4);
                    _mm_storeu_si128((__m128i*)(brow + N5), b5);
                    _mm_storeu_si128((__m128i*)(brow + N6), b6);
1896 1897
                }
            }
1898 1899
#endif
            
1900 1901
            for( ; i < N-1; i++, srow++, brow++ )
            {
1902 1903 1904 1905 1906 1907 1908 1909 1910 1911 1912 1913
                brow[0] = (ushort)(std::abs(srow[-1-bstep] - srow[-1+bstep]) +
                                   std::abs(srow[-bstep] - srow[+bstep])*2 +
                                   std::abs(srow[1-bstep] - srow[1+bstep]));
                brow[N] = (ushort)(std::abs(srow[-1-bstep] - srow[1-bstep]) +
                                   std::abs(srow[-1] - srow[1])*2 +
                                   std::abs(srow[-1+bstep] - srow[1+bstep]));
                brow[N2] = (ushort)(std::abs(srow[+1-bstep] - srow[-1+bstep])*2);
                brow[N3] = (ushort)(std::abs(srow[-1-bstep] - srow[1+bstep])*2);
                brow[N4] = (ushort)(brow[N2] + std::abs(srow[-bstep] - srow[-1]) +
                                    std::abs(srow[+bstep] - srow[1]));
                brow[N5] = (ushort)(brow[N3] + std::abs(srow[-bstep] - srow[1]) +
                                    std::abs(srow[+bstep] - srow[-1]));
1914 1915
                brow[N6] = (ushort)((srow[-bstep] + srow[-1] + srow[1] + srow[+bstep])>>1);
            }
1916 1917
        }
        
1918 1919 1920 1921 1922
        const ushort* brow0 = buf + ((y - 2) % brows)*bufstep + 2;
        const ushort* brow1 = buf + ((y - 1) % brows)*bufstep + 2;
        const ushort* brow2 = buf + (y % brows)*bufstep + 2;
        static const float scale[] = { 0.f, 0.5f, 0.25f, 0.1666666666667f, 0.125f, 0.1f, 0.08333333333f, 0.0714286f, 0.0625f };
        srow = bayer + y*bstep + 2;
1923 1924
        bool greenCell = greenCell0;
        
1925
        i = 2;
1926
#if CV_SSE2        
1927
        int limit = !haveSSE ? N-2 : greenCell ? std::min(3, N-2) : 2;
1928
#else
1929
        int limit = N - 2;
1930
#endif
1931
        
1932
        do
1933
        {
1934
            for( ; i < limit; i++, srow++, brow0++, brow1++, brow2++, dstrow += 3 )
1935
            {
1936 1937 1938 1939 1940 1941 1942
                int gradN = brow0[0] + brow1[0];
                int gradS = brow1[0] + brow2[0];
                int gradW = brow1[N-1] + brow1[N];
                int gradE = brow1[N] + brow1[N+1];
                int minGrad = std::min(std::min(std::min(gradN, gradS), gradW), gradE);
                int maxGrad = std::max(std::max(std::max(gradN, gradS), gradW), gradE);
                int R, G, B;
1943
                
1944
                if( !greenCell )
1945
                {
1946 1947 1948 1949 1950 1951 1952 1953 1954 1955 1956 1957 1958 1959 1960 1961 1962 1963 1964 1965 1966 1967 1968 1969 1970 1971 1972 1973 1974 1975 1976 1977 1978 1979 1980 1981 1982 1983 1984 1985 1986 1987 1988 1989 1990 1991 1992 1993 1994 1995 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014
                    int gradNE = brow0[N4+1] + brow1[N4];
                    int gradSW = brow1[N4] + brow2[N4-1];
                    int gradNW = brow0[N5-1] + brow1[N5];
                    int gradSE = brow1[N5] + brow2[N5+1];
                    
                    minGrad = std::min(std::min(std::min(std::min(minGrad, gradNE), gradSW), gradNW), gradSE);
                    maxGrad = std::max(std::max(std::max(std::max(maxGrad, gradNE), gradSW), gradNW), gradSE);
                    int T = minGrad + maxGrad/2;
                    
                    int Rs = 0, Gs = 0, Bs = 0, ng = 0;
                    if( gradN < T )
                    {
                        Rs += srow[-bstep*2] + srow[0];
                        Gs += srow[-bstep]*2;
                        Bs += srow[-bstep-1] + srow[-bstep+1];
                        ng++;
                    }
                    if( gradS < T )
                    {
                        Rs += srow[bstep*2] + srow[0];
                        Gs += srow[bstep]*2;
                        Bs += srow[bstep-1] + srow[bstep+1];
                        ng++;
                    }
                    if( gradW < T )
                    {
                        Rs += srow[-2] + srow[0];
                        Gs += srow[-1]*2;
                        Bs += srow[-bstep-1] + srow[bstep-1];
                        ng++;
                    }
                    if( gradE < T )
                    {
                        Rs += srow[2] + srow[0];
                        Gs += srow[1]*2;
                        Bs += srow[-bstep+1] + srow[bstep+1];
                        ng++;
                    }
                    if( gradNE < T )
                    {
                        Rs += srow[-bstep*2+2] + srow[0];
                        Gs += brow0[N6+1];
                        Bs += srow[-bstep+1]*2;
                        ng++;
                    }
                    if( gradSW < T )
                    {
                        Rs += srow[bstep*2-2] + srow[0];
                        Gs += brow2[N6-1];
                        Bs += srow[bstep-1]*2;
                        ng++;
                    }
                    if( gradNW < T )
                    {
                        Rs += srow[-bstep*2-2] + srow[0];
                        Gs += brow0[N6-1];
                        Bs += srow[-bstep+1]*2;
                        ng++;
                    }
                    if( gradSE < T )
                    {
                        Rs += srow[bstep*2+2] + srow[0];
                        Gs += brow2[N6+1];
                        Bs += srow[-bstep+1]*2;
                        ng++;
                    }
                    R = srow[0];
                    G = R + cvRound((Gs - Rs)*scale[ng]);
                    B = R + cvRound((Bs - Rs)*scale[ng]); 
2015
                }
2016
                else
2017
                {
2018 2019 2020 2021 2022 2023 2024 2025 2026 2027 2028 2029 2030 2031 2032 2033 2034 2035 2036 2037 2038 2039 2040 2041 2042 2043 2044 2045 2046 2047 2048 2049 2050 2051 2052 2053 2054 2055 2056 2057 2058 2059 2060 2061 2062 2063 2064 2065 2066 2067 2068 2069 2070 2071 2072 2073 2074 2075 2076 2077 2078 2079 2080 2081 2082 2083 2084 2085 2086
                    int gradNE = brow0[N2] + brow0[N2+1] + brow1[N2] + brow1[N2+1];
                    int gradSW = brow1[N2] + brow1[N2-1] + brow2[N2] + brow2[N2-1];
                    int gradNW = brow0[N3] + brow0[N3-1] + brow1[N3] + brow1[N3-1];
                    int gradSE = brow1[N3] + brow1[N3+1] + brow2[N3] + brow2[N3+1];
                    
                    minGrad = std::min(std::min(std::min(std::min(minGrad, gradNE), gradSW), gradNW), gradSE);
                    maxGrad = std::max(std::max(std::max(std::max(maxGrad, gradNE), gradSW), gradNW), gradSE);
                    int T = minGrad + maxGrad/2;
                    
                    int Rs = 0, Gs = 0, Bs = 0, ng = 0;
                    if( gradN < T )
                    {
                        Rs += srow[-bstep*2-1] + srow[-bstep*2+1];
                        Gs += srow[-bstep*2] + srow[0];
                        Bs += srow[-bstep]*2;
                        ng++;
                    }
                    if( gradS < T )
                    {
                        Rs += srow[bstep*2-1] + srow[bstep*2+1];
                        Gs += srow[bstep*2] + srow[0];
                        Bs += srow[bstep]*2;
                        ng++;
                    }
                    if( gradW < T )
                    {
                        Rs += srow[-1]*2;
                        Gs += srow[-2] + srow[0];
                        Bs += srow[-bstep-2]+srow[bstep-2];
                        ng++;
                    }
                    if( gradE < T )
                    {
                        Rs += srow[1]*2;
                        Gs += srow[2] + srow[0];
                        Bs += srow[-bstep+2]+srow[bstep+2];
                        ng++;
                    }
                    if( gradNE < T )
                    {
                        Rs += srow[-bstep*2+1] + srow[1];
                        Gs += srow[-bstep+1]*2;
                        Bs += srow[-bstep] + srow[-bstep+2];
                        ng++;
                    }
                    if( gradSW < T )
                    {
                        Rs += srow[bstep*2-1] + srow[-1];
                        Gs += srow[bstep-1]*2;
                        Bs += srow[bstep] + srow[bstep-2];
                        ng++;
                    }
                    if( gradNW < T )
                    {
                        Rs += srow[-bstep*2-1] + srow[-1];
                        Gs += srow[-bstep-1]*2;
                        Bs += srow[-bstep-2]+srow[-bstep];
                        ng++;
                    }
                    if( gradSE < T )
                    {
                        Rs += srow[bstep*2+1] + srow[1];
                        Gs += srow[bstep+1]*2;
                        Bs += srow[bstep+2]+srow[bstep];
                        ng++;
                    }
                    G = srow[0];
                    R = G + cvRound((Rs - Gs)*scale[ng]);
                    B = G + cvRound((Bs - Gs)*scale[ng]);
2087
                }
2088 2089 2090 2091
                dstrow[blueIdx] = CV_CAST_8U(B);
                dstrow[1] = CV_CAST_8U(G);
                dstrow[blueIdx^2] = CV_CAST_8U(R);
                greenCell = !greenCell;
2092
            }
2093
            
2094
#if CV_SSE2
2095 2096 2097 2098
            if( !haveSSE )
                break;
            
            __m128i emask = _mm_set1_epi32(0x0000ffff),
2099 2100
            omask = _mm_set1_epi32(0xffff0000),
            z = _mm_setzero_si128();
2101 2102 2103 2104 2105 2106
            __m128 _0_5 = _mm_set1_ps(0.5f);
            
            #define _mm_merge_epi16(a, b) \
                _mm_or_si128(_mm_and_si128(a, emask), _mm_and_si128(b, omask))
            #define _mm_cvtloepi16_ps(a) _mm_cvtepi32_ps(_mm_srai_epi32(_mm_unpacklo_epi16(a,a), 16))
            #define _mm_cvthiepi16_ps(a) _mm_cvtepi32_ps(_mm_srai_epi32(_mm_unpackhi_epi16(a,a), 16))
2107
            
2108 2109
            // process 8 pixels at once
            for( ; i <= N - 10; i += 8, srow += 8, brow0 += 8, brow1 += 8, brow2 += 8 )
2110
            {
2111 2112 2113 2114 2115 2116 2117 2118 2119
                __m128i gradN, gradS, gradW, gradE, gradNE, gradSW, gradNW, gradSE;
                gradN = _mm_adds_epu16(_mm_loadu_si128((__m128i*)brow0),
                                       _mm_loadu_si128((__m128i*)brow1));
                gradS = _mm_adds_epu16(_mm_loadu_si128((__m128i*)brow1),
                                       _mm_loadu_si128((__m128i*)brow2));
                gradW = _mm_adds_epu16(_mm_loadu_si128((__m128i*)(brow1+N-1)),
                                       _mm_loadu_si128((__m128i*)(brow1+N)));
                gradE = _mm_adds_epu16(_mm_loadu_si128((__m128i*)(brow1+N+1)),
                                       _mm_loadu_si128((__m128i*)(brow1+N)));
2120
                
2121 2122 2123
                __m128i minGrad, maxGrad, T;
                minGrad = _mm_min_epi16(_mm_min_epi16(_mm_min_epi16(gradN, gradS), gradW), gradE);
                maxGrad = _mm_max_epi16(_mm_max_epi16(_mm_max_epi16(gradN, gradS), gradW), gradE);
2124
                
2125 2126 2127 2128 2129 2130 2131 2132 2133 2134 2135 2136 2137 2138 2139 2140 2141 2142 2143 2144 2145 2146 2147 2148 2149 2150 2151 2152 2153 2154 2155 2156 2157 2158 2159 2160 2161 2162 2163 2164 2165 2166 2167 2168
                __m128i grad0, grad1;
                
                grad0 = _mm_adds_epu16(_mm_loadu_si128((__m128i*)(brow0+N4+1)),
                                       _mm_loadu_si128((__m128i*)(brow1+N4)));
                grad1 = _mm_adds_epu16(_mm_adds_epu16(_mm_loadu_si128((__m128i*)(brow0+N2)),
                                                      _mm_loadu_si128((__m128i*)(brow0+N2+1))),
                                       _mm_adds_epu16(_mm_loadu_si128((__m128i*)(brow1+N2)),
                                                      _mm_loadu_si128((__m128i*)(brow1+N2+1))));
                gradNE = _mm_srli_epi16(_mm_merge_epi16(grad0, grad1), 1);
                
                grad0 = _mm_adds_epu16(_mm_loadu_si128((__m128i*)(brow2+N4-1)),
                                       _mm_loadu_si128((__m128i*)(brow1+N4)));
                grad1 = _mm_adds_epu16(_mm_adds_epu16(_mm_loadu_si128((__m128i*)(brow2+N2)),
                                                      _mm_loadu_si128((__m128i*)(brow2+N2-1))),
                                       _mm_adds_epu16(_mm_loadu_si128((__m128i*)(brow1+N2)),
                                                      _mm_loadu_si128((__m128i*)(brow1+N2-1))));
                gradSW = _mm_srli_epi16(_mm_merge_epi16(grad0, grad1), 1);
                
                minGrad = _mm_min_epi16(_mm_min_epi16(minGrad, gradNE), gradSW);
                maxGrad = _mm_max_epi16(_mm_max_epi16(maxGrad, gradNE), gradSW);
                
                grad0 = _mm_adds_epu16(_mm_loadu_si128((__m128i*)(brow0+N5-1)),
                                       _mm_loadu_si128((__m128i*)(brow1+N5)));
                grad1 = _mm_adds_epu16(_mm_adds_epu16(_mm_loadu_si128((__m128i*)(brow0+N3)),
                                                      _mm_loadu_si128((__m128i*)(brow0+N3-1))),
                                       _mm_adds_epu16(_mm_loadu_si128((__m128i*)(brow1+N3)),
                                                      _mm_loadu_si128((__m128i*)(brow1+N3-1))));
                gradNW = _mm_srli_epi16(_mm_merge_epi16(grad0, grad1), 1);
                
                grad0 = _mm_adds_epu16(_mm_loadu_si128((__m128i*)(brow2+N5+1)),
                                       _mm_loadu_si128((__m128i*)(brow1+N5)));
                grad1 = _mm_adds_epu16(_mm_adds_epu16(_mm_loadu_si128((__m128i*)(brow2+N3)),
                                                      _mm_loadu_si128((__m128i*)(brow2+N3+1))),
                                       _mm_adds_epu16(_mm_loadu_si128((__m128i*)(brow1+N3)),
                                                      _mm_loadu_si128((__m128i*)(brow1+N3+1))));
                gradSE = _mm_srli_epi16(_mm_merge_epi16(grad0, grad1), 1);
                
                minGrad = _mm_min_epi16(_mm_min_epi16(minGrad, gradNW), gradSE);
                maxGrad = _mm_max_epi16(_mm_max_epi16(maxGrad, gradNW), gradSE);
                
                T = _mm_add_epi16(_mm_srli_epi16(maxGrad, 1), minGrad);
                __m128i RGs = z, GRs = z, Bs = z, ng = z, mask;
                
                __m128i t0, t1, x0, x1, x2, x3, x4, x5, x6, x7, x8,
2169
                x9, x10, x11, x12, x13, x14, x15, x16;
2170 2171 2172 2173 2174 2175 2176 2177 2178 2179 2180 2181 2182 2183 2184 2185 2186 2187 2188 2189 2190 2191 2192 2193 2194 2195 2196 2197 2198 2199 2200 2201 2202 2203 2204 2205 2206 2207 2208 2209 2210 2211 2212 2213 2214 2215 2216 2217 2218 2219 2220 2221 2222 2223
                
                x0 = _mm_unpacklo_epi8(_mm_loadl_epi64((__m128i*)srow), z);
                
                x1 = _mm_unpacklo_epi8(_mm_loadl_epi64((__m128i*)(srow-bstep-1)), z);
                x2 = _mm_unpacklo_epi8(_mm_loadl_epi64((__m128i*)(srow-bstep*2-1)), z);
                x3 = _mm_unpacklo_epi8(_mm_loadl_epi64((__m128i*)(srow-bstep)), z);
                x4 = _mm_unpacklo_epi8(_mm_loadl_epi64((__m128i*)(srow-bstep*2+1)), z);
                x5 = _mm_unpacklo_epi8(_mm_loadl_epi64((__m128i*)(srow-bstep+1)), z);
                x6 = _mm_unpacklo_epi8(_mm_loadl_epi64((__m128i*)(srow-bstep+2)), z);
                x7 = _mm_unpacklo_epi8(_mm_loadl_epi64((__m128i*)(srow+1)), z);
                x8 = _mm_unpacklo_epi8(_mm_loadl_epi64((__m128i*)(srow+bstep+2)), z);
                x9 = _mm_unpacklo_epi8(_mm_loadl_epi64((__m128i*)(srow+bstep+1)), z);
                x10 = _mm_unpacklo_epi8(_mm_loadl_epi64((__m128i*)(srow+bstep*2+1)), z);
                x11 = _mm_unpacklo_epi8(_mm_loadl_epi64((__m128i*)(srow+bstep)), z);
                x12 = _mm_unpacklo_epi8(_mm_loadl_epi64((__m128i*)(srow+bstep*2-1)), z);
                x13 = _mm_unpacklo_epi8(_mm_loadl_epi64((__m128i*)(srow+bstep-1)), z);
                x14 = _mm_unpacklo_epi8(_mm_loadl_epi64((__m128i*)(srow+bstep-2)), z);
                x15 = _mm_unpacklo_epi8(_mm_loadl_epi64((__m128i*)(srow-1)), z);
                x16 = _mm_unpacklo_epi8(_mm_loadl_epi64((__m128i*)(srow-bstep-2)), z);
                
                // gradN
                mask = _mm_cmpgt_epi16(T, gradN);
                ng = _mm_sub_epi16(ng, mask);
                
                t0 = _mm_slli_epi16(x3, 1);
                t1 = _mm_adds_epu16(_mm_unpacklo_epi8(_mm_loadl_epi64((__m128i*)(srow-bstep*2)), z), x0);
                
                RGs = _mm_adds_epu16(RGs, _mm_and_si128(t1, mask));
                GRs = _mm_adds_epu16(GRs, _mm_and_si128(_mm_merge_epi16(t0, _mm_adds_epu16(x2,x4)), mask));
                Bs = _mm_adds_epu16(Bs, _mm_and_si128(_mm_merge_epi16(_mm_adds_epu16(x1,x5), t0), mask));
                
                // gradNE
                mask = _mm_cmpgt_epi16(T, gradNE);
                ng = _mm_sub_epi16(ng, mask);
                
                t0 = _mm_slli_epi16(x5, 1);
                t1 = _mm_adds_epu16(_mm_unpacklo_epi8(_mm_loadl_epi64((__m128i*)(srow-bstep*2+2)), z), x0);
                
                RGs = _mm_adds_epu16(RGs, _mm_and_si128(_mm_merge_epi16(t1, t0), mask));
                GRs = _mm_adds_epu16(GRs, _mm_and_si128(_mm_merge_epi16(_mm_loadu_si128((__m128i*)(brow0+N6+1)),
                                                                        _mm_adds_epu16(x4,x7)), mask));
                Bs = _mm_adds_epu16(Bs, _mm_and_si128(_mm_merge_epi16(t0,_mm_adds_epu16(x3,x6)), mask));
                
                // gradE
                mask = _mm_cmpgt_epi16(T, gradE);
                ng = _mm_sub_epi16(ng, mask);
                
                t0 = _mm_slli_epi16(x7, 1);
                t1 = _mm_adds_epu16(_mm_unpacklo_epi8(_mm_loadl_epi64((__m128i*)(srow+2)), z), x0);
                
                RGs = _mm_adds_epu16(RGs, _mm_and_si128(t1, mask));
                GRs = _mm_adds_epu16(GRs, _mm_and_si128(t0, mask));
                Bs = _mm_adds_epu16(Bs, _mm_and_si128(_mm_merge_epi16(_mm_adds_epu16(x5,x9),
                                                                      _mm_adds_epu16(x6,x8)), mask));
2224
                
2225 2226 2227 2228 2229 2230 2231 2232 2233 2234 2235 2236 2237 2238 2239 2240 2241 2242 2243 2244 2245 2246 2247 2248 2249 2250 2251 2252 2253 2254 2255 2256 2257 2258 2259 2260 2261 2262 2263 2264 2265 2266 2267 2268 2269 2270 2271 2272 2273 2274 2275 2276 2277 2278 2279 2280 2281 2282 2283 2284 2285 2286 2287 2288 2289 2290 2291 2292
                // gradSE
                mask = _mm_cmpgt_epi16(T, gradSE);
                ng = _mm_sub_epi16(ng, mask);
                
                t0 = _mm_slli_epi16(x9, 1);
                t1 = _mm_adds_epu16(_mm_unpacklo_epi8(_mm_loadl_epi64((__m128i*)(srow+bstep*2+2)), z), x0);
                
                RGs = _mm_adds_epu16(RGs, _mm_and_si128(_mm_merge_epi16(t1, t0), mask));
                GRs = _mm_adds_epu16(GRs, _mm_and_si128(_mm_merge_epi16(_mm_loadu_si128((__m128i*)(brow2+N6+1)),
                                                                        _mm_adds_epu16(x7,x10)), mask));
                Bs = _mm_adds_epu16(Bs, _mm_and_si128(_mm_merge_epi16(t0, _mm_adds_epu16(x8,x11)), mask));
                
                // gradS
                mask = _mm_cmpgt_epi16(T, gradS);
                ng = _mm_sub_epi16(ng, mask);
                
                t0 = _mm_slli_epi16(x11, 1);
                t1 = _mm_adds_epu16(_mm_unpacklo_epi8(_mm_loadl_epi64((__m128i*)(srow+bstep*2)), z), x0);
                
                RGs = _mm_adds_epu16(RGs, _mm_and_si128(t1, mask));
                GRs = _mm_adds_epu16(GRs, _mm_and_si128(_mm_merge_epi16(t0, _mm_adds_epu16(x10,x12)), mask));
                Bs = _mm_adds_epu16(Bs, _mm_and_si128(_mm_merge_epi16(_mm_adds_epu16(x9,x13), t0), mask));
                
                // gradSW
                mask = _mm_cmpgt_epi16(T, gradSW);
                ng = _mm_sub_epi16(ng, mask);
                
                t0 = _mm_slli_epi16(x13, 1);
                t1 = _mm_adds_epu16(_mm_unpacklo_epi8(_mm_loadl_epi64((__m128i*)(srow+bstep*2-2)), z), x0);
                
                RGs = _mm_adds_epu16(RGs, _mm_and_si128(_mm_merge_epi16(t1, t0), mask));
                GRs = _mm_adds_epu16(GRs, _mm_and_si128(_mm_merge_epi16(_mm_loadu_si128((__m128i*)(brow2+N6-1)),
                                                                        _mm_adds_epu16(x12,x15)), mask));
                Bs = _mm_adds_epu16(Bs, _mm_and_si128(_mm_merge_epi16(t0,_mm_adds_epu16(x11,x14)), mask));
                
                // gradW
                mask = _mm_cmpgt_epi16(T, gradW);
                ng = _mm_sub_epi16(ng, mask);
                
                t0 = _mm_slli_epi16(x15, 1);
                t1 = _mm_adds_epu16(_mm_unpacklo_epi8(_mm_loadl_epi64((__m128i*)(srow-2)), z), x0);
                
                RGs = _mm_adds_epu16(RGs, _mm_and_si128(t1, mask));
                GRs = _mm_adds_epu16(GRs, _mm_and_si128(t0, mask));
                Bs = _mm_adds_epu16(Bs, _mm_and_si128(_mm_merge_epi16(_mm_adds_epu16(x1,x13),
                                                                      _mm_adds_epu16(x14,x16)), mask));
                
                // gradNW
                mask = _mm_cmpgt_epi16(T, gradNW);
                ng = _mm_sub_epi16(ng, mask);
                
                __m128 ngf0, ngf1;
                ngf0 = _mm_div_ps(_0_5, _mm_cvtloepi16_ps(ng));
                ngf1 = _mm_div_ps(_0_5, _mm_cvthiepi16_ps(ng));
                
                t0 = _mm_slli_epi16(x1, 1);
                t1 = _mm_adds_epu16(_mm_unpacklo_epi8(_mm_loadl_epi64((__m128i*)(srow-bstep*2-2)), z), x0);
                
                RGs = _mm_adds_epu16(RGs, _mm_and_si128(_mm_merge_epi16(t1, t0), mask));
                GRs = _mm_adds_epu16(GRs, _mm_and_si128(_mm_merge_epi16(_mm_loadu_si128((__m128i*)(brow0+N6-1)),
                                                                        _mm_adds_epu16(x2,x15)), mask));
                Bs = _mm_adds_epu16(Bs, _mm_and_si128(_mm_merge_epi16(t0,_mm_adds_epu16(x3,x16)), mask));
                
                // now interpolate r, g & b
                t0 = _mm_sub_epi16(GRs, RGs);
                t1 = _mm_sub_epi16(Bs, RGs);
                
                t0 = _mm_add_epi16(x0, _mm_packs_epi32(
2293 2294
                                                       _mm_cvtps_epi32(_mm_mul_ps(_mm_cvtloepi16_ps(t0), ngf0)),
                                                       _mm_cvtps_epi32(_mm_mul_ps(_mm_cvthiepi16_ps(t0), ngf1))));
2295 2296
                
                t1 = _mm_add_epi16(x0, _mm_packs_epi32(
2297 2298
                                                       _mm_cvtps_epi32(_mm_mul_ps(_mm_cvtloepi16_ps(t1), ngf0)),
                                                       _mm_cvtps_epi32(_mm_mul_ps(_mm_cvthiepi16_ps(t1), ngf1))));
2299 2300 2301 2302 2303 2304 2305 2306 2307 2308 2309
                
                x1 = _mm_merge_epi16(x0, t0);
                x2 = _mm_merge_epi16(t0, x0);
                
                uchar R[8], G[8], B[8];
                
                _mm_storel_epi64(blueIdx ? (__m128i*)B : (__m128i*)R, _mm_packus_epi16(x1, z));
                _mm_storel_epi64((__m128i*)G, _mm_packus_epi16(x2, z));
                _mm_storel_epi64(blueIdx ? (__m128i*)R : (__m128i*)B, _mm_packus_epi16(t1, z));
                
                for( int j = 0; j < 8; j++, dstrow += 3 )
2310
                {
2311
                    dstrow[0] = B[j]; dstrow[1] = G[j]; dstrow[2] = R[j];
2312 2313
                }
            }
2314
#endif
2315 2316 2317 2318 2319 2320 2321 2322 2323
            
            limit = N - 2;
        }
        while( i < N - 2 );
        
        for( i = 0; i < 6; i++ )
        {
            dst[dststep*y + 5 - i] = dst[dststep*y + 8 - i];
            dst[dststep*y + (N - 2)*3 + i] = dst[dststep*y + (N - 3)*3 + i];
2324
        }
2325
        
2326 2327 2328 2329
        greenCell0 = !greenCell0;
        blueIdx ^= 2;
    }
    
2330 2331 2332 2333 2334 2335 2336 2337
    for( i = 0; i < size.width*3; i++ )
    {
        dst[i] = dst[i + dststep] = dst[i + dststep*2];
        dst[i + dststep*(size.height-4)] =
        dst[i + dststep*(size.height-3)] =
        dst[i + dststep*(size.height-2)] =
        dst[i + dststep*(size.height-1)] = dst[i + dststep*(size.height-5)];
    }
2338 2339
}

2340

2341 2342 2343
//////////////////////////////////////////////////////////////////////////////////////////
//                                   The main function                                  // 
//////////////////////////////////////////////////////////////////////////////////////////
2344

2345 2346 2347 2348 2349 2350
void cvtColor( const Mat& src, Mat& dst, int code, int dcn )
{
    Size sz = src.size();
    int scn = src.channels(), depth = src.depth(), bidx;
    
    CV_Assert( depth == CV_8U || depth == CV_16U || depth == CV_32F );
2351
    
2352 2353
    switch( code )
    {
2354 2355 2356 2357 2358 2359 2360 2361 2362 2363 2364 2365 2366 2367 2368 2369 2370 2371 2372
        case CV_BGR2BGRA: case CV_RGB2BGRA: case CV_BGRA2BGR:
        case CV_RGBA2BGR: case CV_RGB2BGR: case CV_BGRA2RGBA:
            CV_Assert( scn == 3 || scn == 4 );
            dcn = code == CV_BGR2BGRA || code == CV_RGB2BGRA || code == CV_BGRA2RGBA ? 4 : 3;
            bidx = code == CV_BGR2BGRA || code == CV_BGRA2BGR ? 0 : 2;
            
            dst.create( sz, CV_MAKETYPE(depth, dcn));
            if( depth == CV_8U )
                CvtColorLoop(src, dst, RGB2RGB<uchar>(scn, dcn, bidx));
            else if( depth == CV_16U )
                CvtColorLoop(src, dst, RGB2RGB<ushort>(scn, dcn, bidx));
            else
                CvtColorLoop(src, dst, RGB2RGB<float>(scn, dcn, bidx));
            break;
            
        case CV_BGR2BGR565: case CV_BGR2BGR555: case CV_RGB2BGR565: case CV_RGB2BGR555:
        case CV_BGRA2BGR565: case CV_BGRA2BGR555: case CV_RGBA2BGR565: case CV_RGBA2BGR555:
            CV_Assert( (scn == 3 || scn == 4) && depth == CV_8U );
            dst.create(sz, CV_8UC2);
2373
        
2374 2375 2376 2377 2378 2379 2380
            CvtColorLoop(src, dst, RGB2RGB5x5(scn,
                      code == CV_BGR2BGR565 || code == CV_BGR2BGR555 ||
                      code == CV_BGRA2BGR565 || code == CV_BGRA2BGR555 ? 0 : 2,
                      code == CV_BGR2BGR565 || code == CV_RGB2BGR565 ||
                      code == CV_BGRA2BGR565 || code == CV_RGBA2BGR565 ? 6 : 5 // green bits
                                              ));
            break;
2381
        
2382 2383 2384 2385 2386 2387 2388 2389 2390 2391 2392 2393 2394 2395 2396 2397 2398 2399 2400 2401 2402 2403 2404 2405 2406 2407
        case CV_BGR5652BGR: case CV_BGR5552BGR: case CV_BGR5652RGB: case CV_BGR5552RGB:
        case CV_BGR5652BGRA: case CV_BGR5552BGRA: case CV_BGR5652RGBA: case CV_BGR5552RGBA:
            if(dcn <= 0) dcn = 3;
            CV_Assert( (dcn == 3 || dcn == 4) && scn == 2 && depth == CV_8U );
            dst.create(sz, CV_MAKETYPE(depth, dcn));
            
            CvtColorLoop(src, dst, RGB5x52RGB(dcn,
                      code == CV_BGR5652BGR || code == CV_BGR5552BGR ||
                      code == CV_BGR5652BGRA || code == CV_BGR5552BGRA ? 0 : 2, // blue idx
                      code == CV_BGR5652BGR || code == CV_BGR5652RGB ||
                      code == CV_BGR5652BGRA || code == CV_BGR5652RGBA ? 6 : 5 // green bits
                      ));
            break;
                    
        case CV_BGR2GRAY: case CV_BGRA2GRAY: case CV_RGB2GRAY: case CV_RGBA2GRAY:
            CV_Assert( scn == 3 || scn == 4 );
            dst.create(sz, CV_MAKETYPE(depth, 1));
            bidx = code == CV_BGR2GRAY || code == CV_BGRA2GRAY ? 0 : 2;
            
            if( depth == CV_8U )
                CvtColorLoop(src, dst, RGB2Gray<uchar>(scn, bidx, 0));
            else if( depth == CV_16U )
                CvtColorLoop(src, dst, RGB2Gray<ushort>(scn, bidx, 0));
            else
                CvtColorLoop(src, dst, RGB2Gray<float>(scn, bidx, 0));
            break;
2408
        
2409 2410 2411 2412 2413
        case CV_BGR5652GRAY: case CV_BGR5552GRAY:
            CV_Assert( scn == 2 && depth == CV_8U );
            dst.create(sz, CV_8UC1);
            CvtColorLoop(src, dst, RGB5x52Gray(code == CV_BGR5652GRAY ? 6 : 5));
            break;
2414
        
2415 2416 2417 2418 2419 2420 2421 2422 2423 2424 2425 2426 2427 2428 2429 2430 2431 2432 2433 2434 2435 2436 2437 2438 2439 2440 2441 2442 2443 2444 2445 2446 2447 2448 2449 2450 2451 2452 2453 2454 2455 2456 2457 2458 2459 2460 2461 2462 2463 2464 2465 2466 2467 2468 2469 2470 2471 2472 2473 2474 2475 2476
        case CV_GRAY2BGR: case CV_GRAY2BGRA:
            if( dcn <= 0 ) dcn = 3;
            CV_Assert( scn == 1 && (dcn == 3 || dcn == 4));
            dst.create(sz, CV_MAKETYPE(depth, dcn));
            
            if( depth == CV_8U )
                CvtColorLoop(src, dst, Gray2RGB<uchar>(dcn));
            else if( depth == CV_16U )
                CvtColorLoop(src, dst, Gray2RGB<ushort>(dcn));
            else
                CvtColorLoop(src, dst, Gray2RGB<float>(dcn));
            break;
            
        case CV_GRAY2BGR565: case CV_GRAY2BGR555:
            CV_Assert( scn == 1 && depth == CV_8U );
            dst.create(sz, CV_8UC2);
            
            CvtColorLoop(src, dst, Gray2RGB5x5(code == CV_GRAY2BGR565 ? 6 : 5));
            break;
            
        case CV_BGR2YCrCb: case CV_RGB2YCrCb:
        case CV_BGR2YUV: case CV_RGB2YUV:
            {
            CV_Assert( scn == 3 || scn == 4 );
            bidx = code == CV_BGR2YCrCb || code == CV_RGB2YUV ? 0 : 2;
            static const float yuv_f[] = { 0.114f, 0.587f, 0.299f, 0.492f, 0.877f };
            static const int yuv_i[] = { B2Y, G2Y, R2Y, 8061, 14369 };
            const float* coeffs_f = code == CV_BGR2YCrCb || code == CV_RGB2YCrCb ? 0 : yuv_f;
            const int* coeffs_i = code == CV_BGR2YCrCb || code == CV_RGB2YCrCb ? 0 : yuv_i;
                
            dst.create(sz, CV_MAKETYPE(depth, 3));
            
            if( depth == CV_8U )
                CvtColorLoop(src, dst, RGB2YCrCb_i<uchar>(scn, bidx, coeffs_i));
            else if( depth == CV_16U )
                CvtColorLoop(src, dst, RGB2YCrCb_i<ushort>(scn, bidx, coeffs_i));
            else
                CvtColorLoop(src, dst, RGB2YCrCb_f<float>(scn, bidx, coeffs_f));
            }
            break;
            
        case CV_YCrCb2BGR: case CV_YCrCb2RGB:
        case CV_YUV2BGR: case CV_YUV2RGB:
            {
            if( dcn <= 0 ) dcn = 3;
            CV_Assert( scn == 3 && (dcn == 3 || dcn == 4) );
            bidx = code == CV_YCrCb2BGR || code == CV_YUV2RGB ? 0 : 2;
            static const float yuv_f[] = { 2.032f, -0.395f, -0.581f, 1.140f };
            static const int yuv_i[] = { 33292, -6472, -9519, 18678 }; 
            const float* coeffs_f = code == CV_YCrCb2BGR || code == CV_YCrCb2RGB ? 0 : yuv_f;
            const int* coeffs_i = code == CV_YCrCb2BGR || code == CV_YCrCb2RGB ? 0 : yuv_i;
            
            dst.create(sz, CV_MAKETYPE(depth, dcn));
            
            if( depth == CV_8U )
                CvtColorLoop(src, dst, YCrCb2RGB_i<uchar>(dcn, bidx, coeffs_i));
            else if( depth == CV_16U )
                CvtColorLoop(src, dst, YCrCb2RGB_i<ushort>(dcn, bidx, coeffs_i));
            else
                CvtColorLoop(src, dst, YCrCb2RGB_f<float>(dcn, bidx, coeffs_f));
            }
            break;
2477
        
2478 2479 2480 2481 2482 2483 2484 2485 2486 2487 2488 2489 2490
        case CV_BGR2XYZ: case CV_RGB2XYZ:
            CV_Assert( scn == 3 || scn == 4 );
            bidx = code == CV_BGR2XYZ ? 0 : 2;
            
            dst.create(sz, CV_MAKETYPE(depth, 3));
            
            if( depth == CV_8U )
                CvtColorLoop(src, dst, RGB2XYZ_i<uchar>(scn, bidx, 0));
            else if( depth == CV_16U )
                CvtColorLoop(src, dst, RGB2XYZ_i<ushort>(scn, bidx, 0));
            else
                CvtColorLoop(src, dst, RGB2XYZ_f<float>(scn, bidx, 0));
            break;
2491
        
2492 2493 2494 2495 2496 2497 2498 2499 2500 2501 2502 2503 2504 2505 2506 2507 2508 2509 2510 2511 2512 2513 2514 2515 2516 2517 2518 2519 2520 2521 2522 2523 2524 2525 2526 2527 2528 2529 2530 2531 2532 2533 2534
        case CV_XYZ2BGR: case CV_XYZ2RGB:
            if( dcn <= 0 ) dcn = 3;
            CV_Assert( scn == 3 && (dcn == 3 || dcn == 4) );
            bidx = code == CV_XYZ2BGR ? 0 : 2;
            
            dst.create(sz, CV_MAKETYPE(depth, dcn));
            
            if( depth == CV_8U )
                CvtColorLoop(src, dst, XYZ2RGB_i<uchar>(dcn, bidx, 0));
            else if( depth == CV_16U )
                CvtColorLoop(src, dst, XYZ2RGB_i<ushort>(dcn, bidx, 0));
            else
                CvtColorLoop(src, dst, XYZ2RGB_f<float>(dcn, bidx, 0));
            break;
            
        case CV_BGR2HSV: case CV_RGB2HSV: case CV_BGR2HSV_FULL: case CV_RGB2HSV_FULL:
        case CV_BGR2HLS: case CV_RGB2HLS: case CV_BGR2HLS_FULL: case CV_RGB2HLS_FULL:
            {
            CV_Assert( (scn == 3 || scn == 4) && (depth == CV_8U || depth == CV_32F) );
            bidx = code == CV_BGR2HSV || code == CV_BGR2HLS ||
                code == CV_BGR2HSV_FULL || code == CV_BGR2HLS_FULL ? 0 : 2;
            int hrange = depth == CV_32F ? 360 : code == CV_BGR2HSV || code == CV_RGB2HSV ||
                code == CV_BGR2HLS || code == CV_RGB2HLS ? 180 : 255;
            
            dst.create(sz, CV_MAKETYPE(depth, 3));
            
            if( code == CV_BGR2HSV || code == CV_RGB2HSV ||
                code == CV_BGR2HSV_FULL || code == CV_RGB2HSV_FULL )
            {
                if( depth == CV_8U )
                    CvtColorLoop(src, dst, RGB2HSV_b(scn, bidx, hrange));
                else
                    CvtColorLoop(src, dst, RGB2HSV_f(scn, bidx, (float)hrange));
            }
            else
            {
                if( depth == CV_8U )
                    CvtColorLoop(src, dst, RGB2HLS_b(scn, bidx, hrange));
                else
                    CvtColorLoop(src, dst, RGB2HLS_f(scn, bidx, (float)hrange));
            }
            }
            break;
2535
        
2536 2537 2538 2539 2540 2541 2542 2543 2544 2545 2546 2547 2548 2549 2550 2551 2552 2553 2554 2555 2556 2557 2558 2559 2560 2561 2562 2563 2564 2565 2566 2567 2568 2569 2570 2571 2572 2573 2574 2575 2576 2577 2578 2579 2580 2581 2582 2583 2584 2585 2586 2587 2588 2589 2590 2591 2592 2593
        case CV_HSV2BGR: case CV_HSV2RGB: case CV_HSV2BGR_FULL: case CV_HSV2RGB_FULL:
        case CV_HLS2BGR: case CV_HLS2RGB: case CV_HLS2BGR_FULL: case CV_HLS2RGB_FULL:
            {
            if( dcn <= 0 ) dcn = 3;
            CV_Assert( scn == 3 && (dcn == 3 || dcn == 4) && (depth == CV_8U || depth == CV_32F) );
            bidx = code == CV_HSV2BGR || code == CV_HLS2BGR ||
                code == CV_HSV2BGR_FULL || code == CV_HLS2BGR_FULL ? 0 : 2;
            int hrange = depth == CV_32F ? 360 : code == CV_HSV2BGR || code == CV_HSV2RGB ||
                code == CV_HLS2BGR || code == CV_HLS2RGB ? 180 : 255;
            
            dst.create(sz, CV_MAKETYPE(depth, dcn));
            
            if( code == CV_HSV2BGR || code == CV_HSV2RGB ||
                code == CV_HSV2BGR_FULL || code == CV_HSV2RGB_FULL )
            {
                if( depth == CV_8U )
                    CvtColorLoop(src, dst, HSV2RGB_b(dcn, bidx, hrange));
                else
                    CvtColorLoop(src, dst, HSV2RGB_f(dcn, bidx, (float)hrange));
            }
            else
            {
                if( depth == CV_8U )
                    CvtColorLoop(src, dst, HLS2RGB_b(dcn, bidx, hrange));
                else
                    CvtColorLoop(src, dst, HLS2RGB_f(dcn, bidx, (float)hrange));
            }
            }
            break;
            
        case CV_BGR2Lab: case CV_RGB2Lab: case CV_LBGR2Lab: case CV_LRGB2Lab:
        case CV_BGR2Luv: case CV_RGB2Luv: case CV_LBGR2Luv: case CV_LRGB2Luv:
            {
            CV_Assert( (scn == 3 || scn == 4) && (depth == CV_8U || depth == CV_32F) );
            bidx = code == CV_BGR2Lab || code == CV_BGR2Luv ||
                   code == CV_LBGR2Lab || code == CV_LBGR2Luv ? 0 : 2;
            bool srgb = code == CV_BGR2Lab || code == CV_RGB2Lab ||
                        code == CV_BGR2Luv || code == CV_RGB2Luv;
            
            dst.create(sz, CV_MAKETYPE(depth, 3));
            
            if( code == CV_BGR2Lab || code == CV_RGB2Lab ||
                code == CV_LBGR2Lab || code == CV_LRGB2Lab )
            {
                if( depth == CV_8U )
                    CvtColorLoop(src, dst, RGB2Lab_b(scn, bidx, 0, 0, srgb));
                else
                    CvtColorLoop(src, dst, RGB2Lab_f(scn, bidx, 0, 0, srgb));
            }
            else
            {
                if( depth == CV_8U )
                    CvtColorLoop(src, dst, RGB2Luv_b(scn, bidx, 0, 0, srgb));
                else
                    CvtColorLoop(src, dst, RGB2Luv_f(scn, bidx, 0, 0, srgb));
            }
            }
            break;
2594
        
2595 2596 2597 2598 2599 2600 2601 2602 2603 2604 2605 2606 2607 2608 2609 2610 2611 2612 2613 2614 2615 2616 2617 2618 2619 2620 2621 2622 2623 2624 2625 2626
        case CV_Lab2BGR: case CV_Lab2RGB: case CV_Lab2LBGR: case CV_Lab2LRGB:
        case CV_Luv2BGR: case CV_Luv2RGB: case CV_Luv2LBGR: case CV_Luv2LRGB:
            {
            if( dcn <= 0 ) dcn = 3;
            CV_Assert( scn == 3 && (dcn == 3 || dcn == 4) && (depth == CV_8U || depth == CV_32F) );
            bidx = code == CV_Lab2BGR || code == CV_Luv2BGR ||
                   code == CV_Lab2LBGR || code == CV_Luv2LBGR ? 0 : 2;
            bool srgb = code == CV_Lab2BGR || code == CV_Lab2RGB ||
                    code == CV_Luv2BGR || code == CV_Luv2RGB;
            
            dst.create(sz, CV_MAKETYPE(depth, dcn));
            
            if( code == CV_Lab2BGR || code == CV_Lab2RGB ||
                code == CV_Lab2LBGR || code == CV_Lab2LRGB )
            {
                if( depth == CV_8U )
                    CvtColorLoop(src, dst, Lab2RGB_b(dcn, bidx, 0, 0, srgb));
                else
                    CvtColorLoop(src, dst, Lab2RGB_f(dcn, bidx, 0, 0, srgb));
            }
            else
            {
                if( depth == CV_8U )
                    CvtColorLoop(src, dst, Luv2RGB_b(dcn, bidx, 0, 0, srgb));
                else
                    CvtColorLoop(src, dst, Luv2RGB_f(dcn, bidx, 0, 0, srgb));
            }
            }
            break;
            
        case CV_BayerBG2BGR: case CV_BayerGB2BGR: case CV_BayerRG2BGR: case CV_BayerGR2BGR:
        case CV_BayerBG2BGR_VNG: case CV_BayerGB2BGR_VNG: case CV_BayerRG2BGR_VNG: case CV_BayerGR2BGR_VNG:
2627
            if(dcn <= 0) dcn = 3;
2628 2629 2630 2631 2632 2633 2634 2635 2636 2637 2638
            CV_Assert( scn == 1 && dcn == 3 && depth == CV_8U );
            dst.create(sz, CV_8UC3);
            
            if( code == CV_BayerBG2BGR || code == CV_BayerGB2BGR ||
                code == CV_BayerRG2BGR || code == CV_BayerGR2BGR )
                Bayer2RGB_8u(src, dst, code);
            else
                Bayer2RGB_VNG_8u(src, dst, code);
            break;
        default:
            CV_Error( CV_StsBadFlag, "Unknown/unsupported color conversion code" );
2639 2640 2641
    }
}

2642 2643 2644 2645
}
    
CV_IMPL void
cvCvtColor( const CvArr* srcarr, CvArr* dstarr, int code )
2646
{
2647 2648
    cv::Mat src = cv::cvarrToMat(srcarr), dst0 = cv::cvarrToMat(dstarr), dst = dst0;
    CV_Assert( src.depth() == dst.depth() );
2649
    
2650 2651
    cv::cvtColor(src, dst, code, dst.channels());
    CV_Assert( dst.data == dst0.data );
2652 2653
}

2654

2655 2656 2657
/* End of file. */