gpalopt.cpp

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// $Id: gpalopt.cpp 809 2006-04-13 11:28:42Z phil $
//
// PalOpt.cpp
//
/* @@tag:xara-cn@@ DO NOT MODIFY THIS LINE
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 */

#include "camtypes.h"

#include "gpalopt.h"

//#include <stdlib.h>

#pragma warning ( disable : 4554 )

/***************************************************************************/

inline PALETTEENTRY peRGB( cBYTE r,cBYTE g,cBYTE b, cBYTE f=0 )
{
    PALETTEENTRY q = {r,g,b, f} ;
    return q ;
}

/***************************************************************************/

cBYTE PaletteOptimiser::aSnap[0x132] = {
                                       0x00, 0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
    0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, 0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,

    0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, 0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
    0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, 0x00,0x00,0x33,0x33,0x33,0x33,0x33,0x33,
    0x33,0x33,0x33,0x33,0x33,0x33,0x33,0x33, 0x33,0x33,0x33,0x33,0x33,0x33,0x33,0x33,
    0x33,0x33,0x33,0x33,0x33,0x33,0x33,0x33, 0x33,0x33,0x33,0x33,0x33,0x33,0x33,0x33,
    0x33,0x33,0x33,0x33,0x33,0x33,0x33,0x33, 0x33,0x33,0x33,0x33,0x33,0x66,0x66,0x66,
    0x66,0x66,0x66,0x66,0x66,0x66,0x66,0x66, 0x66,0x66,0x66,0x66,0x66,0x66,0x66,0x66,
    0x66,0x66,0x66,0x66,0x66,0x66,0x66,0x66, 0x66,0x66,0x66,0x66,0x66,0x66,0x66,0x66,
    0x66,0x66,0x66,0x66,0x66,0x66,0x66,0x66, 0x66,0x66,0x66,0x66,0x66,0x66,0x66,0x66,
    0x99,0x99,0x99,0x99,0x99,0x99,0x99,0x99, 0x99,0x99,0x99,0x99,0x99,0x99,0x99,0x99,
    0x99,0x99,0x99,0x99,0x99,0x99,0x99,0x99, 0x99,0x99,0x99,0x99,0x99,0x99,0x99,0x99,
    0x99,0x99,0x99,0x99,0x99,0x99,0x99,0x99, 0x99,0x99,0x99,0x99,0x99,0x99,0x99,0x99,
    0x99,0x99,0x99,0xCC,0xCC,0xCC,0xCC,0xCC, 0xCC,0xCC,0xCC,0xCC,0xCC,0xCC,0xCC,0xCC,
    0xCC,0xCC,0xCC,0xCC,0xCC,0xCC,0xCC,0xCC, 0xCC,0xCC,0xCC,0xCC,0xCC,0xCC,0xCC,0xCC,
    0xCC,0xCC,0xCC,0xCC,0xCC,0xCC,0xCC,0xCC, 0xCC,0xCC,0xCC,0xCC,0xCC,0xCC,0xCC,0xCC,
    0xCC,0xCC,0xCC,0xCC,0xCC,0xCC,0xFF,0xFF, 0xFF,0xFF,0xFF,0xFF,0xFF,0xFF,0xFF,0xFF,
    0xFF,0xFF,0xFF,0xFF,0xFF,0xFF,0xFF,0xFF, 0xFF,0xFF,0xFF,0xFF,0xFF,0xFF,0xFF,0xFF,

    0xFF,0xFF,0xFF,0xFF,0xFF,0xFF,0xFF,0xFF, 0xFF,0xFF,0xFF,0xFF,0xFF,0xFF,0xFF,0xFF,
    0xFF,0xFF,0xFF,0xFF,0xFF,0xFF,0xFF,0xFF, 0xFF
} ;

#define S(n) 0x##n*0x##n

const UINT32 PaletteOptimiser::aBDist[0x100] = {
    S(00),S(01),S(02),S(03),S(04),S(05),S(06),S(07), S(08),S(09),S(0a),S(0b),S(0c),S(0d),S(0e),S(0f),
    S(10),S(11),S(12),S(13),S(14),S(15),S(16),S(17), S(18),S(19),S(19),S(18),S(17),S(16),S(15),S(14),
    S(13),S(12),S(11),S(10),S(0f),S(0e),S(0d),S(0c), S(0b),S(0a),S(09),S(08),S(07),S(06),S(05),S(04),
    S(03),S(02),S(01),S(00),S(01),S(02),S(03),S(04), S(05),S(06),S(07),S(08),S(09),S(0a),S(0b),S(0c),
    S(0d),S(0e),S(0f),S(10),S(11),S(12),S(13),S(14), S(15),S(16),S(17),S(18),S(19),S(19),S(18),S(17),
    S(16),S(15),S(14),S(13),S(12),S(11),S(10),S(0f), S(0e),S(0d),S(0c),S(0b),S(0a),S(09),S(08),S(07),
    S(06),S(05),S(04),S(03),S(02),S(01),S(00),S(01), S(02),S(03),S(04),S(05),S(06),S(07),S(08),S(09),
    S(0a),S(0b),S(0c),S(0d),S(0e),S(0f),S(10),S(11), S(12),S(13),S(14),S(15),S(16),S(17),S(18),S(19),
    S(19),S(18),S(17),S(16),S(15),S(14),S(13),S(12), S(11),S(10),S(0f),S(0e),S(0d),S(0c),S(0b),S(0a),
    S(09),S(08),S(07),S(06),S(05),S(04),S(03),S(02), S(01),S(00),S(01),S(02),S(03),S(04),S(05),S(06),
    S(07),S(08),S(09),S(0a),S(0b),S(0c),S(0d),S(0e), S(0f),S(10),S(11),S(12),S(13),S(14),S(15),S(16),
    S(17),S(18),S(19),S(19),S(18),S(17),S(16),S(15), S(14),S(13),S(12),S(11),S(10),S(0f),S(0e),S(0d),
    S(0c),S(0b),S(0a),S(09),S(08),S(07),S(06),S(05), S(04),S(03),S(02),S(01),S(00),S(01),S(02),S(03),
    S(04),S(05),S(06),S(07),S(08),S(09),S(0a),S(0b), S(0c),S(0d),S(0e),S(0f),S(10),S(11),S(12),S(13),
    S(14),S(15),S(16),S(17),S(18),S(19),S(19),S(18), S(17),S(16),S(15),S(14),S(13),S(12),S(11),S(10),
    S(0f),S(0e),S(0d),S(0c),S(0b),S(0a),S(09),S(08), S(07),S(06),S(05),S(04),S(03),S(02),S(01),S(00)
} ;

const UINT32 PaletteOptimiser::aPDist[0x100] = {
    S(00),S(01),S(02),S(03),S(04),S(05),S(06),S(07), S(08),S(09),S(0a),S(0b),S(0c),S(0d),S(0e),S(0f),
    S(10),S(11),S(12),S(13),S(14),S(15),S(16),S(17), S(18),S(19),S(1a),S(1b),S(1c),S(1d),S(1e),S(1f),
    S(20),S(21),S(22),S(23),S(24),S(25),S(26),S(27), S(28),S(29),S(2a),S(2b),S(2c),S(2d),S(2e),S(2f),
    S(30),S(31),S(32),S(33),S(34),S(35),S(36),S(37), S(38),S(39),S(3a),S(3b),S(3c),S(3d),S(3e),S(3f),
    S(40),S(41),S(42),S(43),S(44),S(45),S(46),S(47), S(48),S(49),S(4a),S(4b),S(4c),S(4d),S(4e),S(4f),
    S(50),S(51),S(52),S(53),S(54),S(55),S(56),S(57), S(58),S(59),S(5a),S(5b),S(5c),S(5d),S(5e),S(5f),
    S(60),S(61),S(62),S(63),S(64),S(65),S(66),S(67), S(68),S(69),S(6a),S(6b),S(6c),S(6d),S(6e),S(6f),
    S(70),S(71),S(72),S(73),S(74),S(75),S(76),S(77), S(78),S(79),S(7a),S(7b),S(7c),S(7d),S(7e),S(7f),
    S(7f),S(7e),S(7d),S(7c),S(7b),S(7a),S(79),S(78), S(77),S(76),S(75),S(74),S(73),S(72),S(71),S(70),
    S(6f),S(6e),S(6d),S(6c),S(6b),S(6a),S(69),S(68), S(67),S(66),S(65),S(64),S(63),S(62),S(61),S(60),
    S(5f),S(5e),S(5d),S(5c),S(5b),S(5a),S(59),S(58), S(57),S(56),S(55),S(54),S(53),S(52),S(51),S(50),
    S(4f),S(4e),S(4d),S(4c),S(4b),S(4a),S(49),S(48), S(47),S(46),S(45),S(44),S(43),S(42),S(41),S(40),
    S(3f),S(3e),S(3d),S(3c),S(3b),S(3a),S(39),S(38), S(37),S(36),S(35),S(34),S(33),S(32),S(31),S(30),
    S(2f),S(2e),S(2d),S(2c),S(2b),S(2a),S(29),S(28), S(27),S(26),S(25),S(24),S(23),S(22),S(21),S(20),
    S(1f),S(1e),S(1d),S(1c),S(1b),S(1a),S(19),S(18), S(17),S(16),S(15),S(14),S(13),S(12),S(11),S(10),
    S(0f),S(0e),S(0d),S(0c),S(0b),S(0a),S(09),S(08), S(07),S(06),S(05),S(04),S(03),S(02),S(01),S(00)
} ;

const UINT32 PaletteOptimiser::aSqrs[0x100] = {
    S(00),S(01),S(02),S(03),S(04),S(05),S(06),S(07), S(08),S(09),S(0a),S(0b),S(0c),S(0d),S(0e),S(0f),
    S(10),S(11),S(12),S(13),S(14),S(15),S(16),S(17), S(18),S(19),S(1a),S(1b),S(1c),S(1d),S(1e),S(1f),
    S(20),S(21),S(22),S(23),S(24),S(25),S(26),S(27), S(28),S(29),S(2a),S(2b),S(2c),S(2d),S(2e),S(2f),
    S(30),S(31),S(32),S(33),S(34),S(35),S(36),S(37), S(38),S(39),S(3a),S(3b),S(3c),S(3d),S(3e),S(3f),
    S(40),S(41),S(42),S(43),S(44),S(45),S(46),S(47), S(48),S(49),S(4a),S(4b),S(4c),S(4d),S(4e),S(4f),
    S(50),S(51),S(52),S(53),S(54),S(55),S(56),S(57), S(58),S(59),S(5a),S(5b),S(5c),S(5d),S(5e),S(5f),
    S(60),S(61),S(62),S(63),S(64),S(65),S(66),S(67), S(68),S(69),S(6a),S(6b),S(6c),S(6d),S(6e),S(6f),
    S(70),S(71),S(72),S(73),S(74),S(75),S(76),S(77), S(78),S(79),S(7a),S(7b),S(7c),S(7d),S(7e),S(7f),
    S(80),S(81),S(82),S(83),S(84),S(85),S(86),S(87), S(88),S(89),S(8a),S(8b),S(8c),S(8d),S(8e),S(8f),
    S(90),S(91),S(92),S(93),S(94),S(95),S(96),S(97), S(98),S(99),S(9a),S(9b),S(9c),S(9d),S(9e),S(9f),
    S(a0),S(a1),S(a2),S(a3),S(a4),S(a5),S(a6),S(a7), S(a8),S(a9),S(aa),S(ab),S(ac),S(ad),S(ae),S(af),
    S(b0),S(b1),S(b2),S(b3),S(b4),S(b5),S(b6),S(b7), S(b8),S(b9),S(ba),S(bb),S(bc),S(bd),S(be),S(bf),
    S(c0),S(c1),S(c2),S(c3),S(c4),S(c5),S(c6),S(c7), S(c8),S(c9),S(ca),S(cb),S(cc),S(cd),S(ce),S(cf),
    S(d0),S(d1),S(d2),S(d3),S(d4),S(d5),S(d6),S(d7), S(d8),S(d9),S(da),S(db),S(dc),S(dd),S(de),S(df),
    S(e0),S(e1),S(e2),S(e3),S(e4),S(e5),S(e6),S(e7), S(e8),S(e9),S(ea),S(eb),S(ec),S(ed),S(ee),S(ef),
    S(f0),S(f1),S(f2),S(f3),S(f4),S(f5),S(f6),S(f7), S(f8),S(f9),S(fa),S(fb),S(fc),S(fd),S(fe),S(ff)
} ;

#undef S

//
// Call this function prior to calling AddStats the first time.
// It initialises the statistics tables.
//
void PaletteOptimiser::Initialise()
{
    for ( UINT32 i=0 ; i<AXIS3 ; i++ )
        m_aStats[i].W =
        m_aStats[i].R =
        m_aStats[i].G =
        m_aStats[i].B =
        m_aStats[i].S = 0.0 ;

    m_bMoments = false ;
    m_uTotalColours   =
    m_uPaletteEntries = 0 ;
}

//
// This function processes the pixels of a bitmap and adds variaus statistics
// to the internal tables. This function called be called several times, once
// for each strip of a bitmap. Call Initialise prior to the first call to
// this function to initialise the statistics tables.
//
//      pBitmap - pointer to bitmap
//      nSize   - size of bitmap
//
void PaletteOptimiser::AddStats( cpcRGBQUAD pBitmap, cUINT32 uSize )
{
    ASSERT(pBitmap) ;
    ASSERT(uSize) ;
    //
    // Determine the number of colours used within the bitmap
    //
    UINT32 i ;
    if ( m_uTotalColours<=MAXCOLOURS )
        for ( i=0 ; i<uSize ; i++ )
            if ( (DWORD&)pBitmap[i]<0xff000000u )
            {
                cDWORD d = (DWORD&)pBitmap[i] & 0x00ffffff ;
                for( UINT32 j=0 ; j<m_uTotalColours ; j++ )
                    if ( d==(DWORD&)m_aColours[j] )
                    {
                        m_aCount[j]++ ;
                        goto found ;
                    }
                m_aColours[m_uTotalColours++] = (RGBQUAD&)d ;
                if ( m_uTotalColours>MAXCOLOURS )
                    break ;
        found:  ;
            }
    //
    // Compile image statistics.
    //
    for ( i=0 ; i<uSize ; i++ )
        if ( pBitmap[i].rgbReserved!=0xff )
        {
            static cBYTE aIndex[0x100] = {
                0x01,0x01,0x01,0x01,0x01,0x02,0x02,0x02, 0x02,0x02,0x02,0x02,0x02,0x03,0x03,0x03,
                0x03,0x03,0x03,0x03,0x03,0x04,0x04,0x04, 0x04,0x04,0x04,0x04,0x04,0x05,0x05,0x05,
                0x05,0x05,0x05,0x05,0x05,0x05,0x06,0x06, 0x06,0x06,0x06,0x06,0x06,0x06,0x07,0x07,
                0x07,0x07,0x07,0x07,0x07,0x07,0x08,0x08, 0x08,0x08,0x08,0x08,0x08,0x08,0x09,0x09,
                0x09,0x09,0x09,0x09,0x09,0x09,0x0A,0x0A, 0x0A,0x0A,0x0A,0x0A,0x0A,0x0A,0x0A,0x0B,
                0x0B,0x0B,0x0B,0x0B,0x0B,0x0B,0x0B,0x0C, 0x0C,0x0C,0x0C,0x0C,0x0C,0x0C,0x0C,0x0D,
                0x0D,0x0D,0x0D,0x0D,0x0D,0x0D,0x0D,0x0E, 0x0E,0x0E,0x0E,0x0E,0x0E,0x0E,0x0E,0x0E,
                0x0F,0x0F,0x0F,0x0F,0x0F,0x0F,0x0F,0x0F, 0x10,0x10,0x10,0x10,0x10,0x10,0x10,0x10,
                0x11,0x11,0x11,0x11,0x11,0x11,0x11,0x11, 0x12,0x12,0x12,0x12,0x12,0x12,0x12,0x12,
                0x13,0x13,0x13,0x13,0x13,0x13,0x13,0x13, 0x13,0x14,0x14,0x14,0x14,0x14,0x14,0x14,
                0x14,0x15,0x15,0x15,0x15,0x15,0x15,0x15, 0x15,0x16,0x16,0x16,0x16,0x16,0x16,0x16,
                0x16,0x17,0x17,0x17,0x17,0x17,0x17,0x17, 0x17,0x17,0x18,0x18,0x18,0x18,0x18,0x18,
                0x18,0x18,0x19,0x19,0x19,0x19,0x19,0x19, 0x19,0x19,0x1A,0x1A,0x1A,0x1A,0x1A,0x1A,
                0x1A,0x1A,0x1B,0x1B,0x1B,0x1B,0x1B,0x1B, 0x1B,0x1B,0x1C,0x1C,0x1C,0x1C,0x1C,0x1C,
                0x1C,0x1C,0x1C,0x1D,0x1D,0x1D,0x1D,0x1D, 0x1D,0x1D,0x1D,0x1E,0x1E,0x1E,0x1E,0x1E,
                0x1E,0x1E,0x1E,0x1F,0x1F,0x1F,0x1F,0x1F, 0x1F,0x1F,0x1F,0x20,0x20,0x20,0x20,0x20
            } ;
            cUINT32 r = pBitmap[i].rgbRed ;
            cUINT32 g = pBitmap[i].rgbGreen ;
            cUINT32 b = pBitmap[i].rgbBlue ;
            cpStats p = m_aStats+(aIndex[r]*AXIS+aIndex[g])*AXIS+aIndex[b] ;
            p->W++ ;
            p->R += r ;
            p->G += g ;
            p->B += b ;
            p->S += aSqrs[r]+aSqrs[g]+aSqrs[b] ;
        }
}

//
// Call this function to add a locked colour. Locked colours are always added
// first to the optimal palette, but the order of the locked colours is not
// relevant.
//
void PaletteOptimiser::AddLockedColour( cBYTE red,cBYTE green,cBYTE blue )
{
    ASSERT(m_uLockedColours<0x100) ;
    m_aLockedColours[m_uLockedColours].peRed   = red   ;
    m_aLockedColours[m_uLockedColours].peGreen = green ;
    m_aLockedColours[m_uLockedColours].peBlue  = blue  ;
    m_uLockedColours++ ;
}


void PaletteOptimiser::Moments3D()
{
    double lineW,areaW[AXIS] ;
    double lineR,areaR[AXIS] ;
    double lineG,areaG[AXIS] ;
    double lineB,areaB[AXIS] ;
    double lineS,areaS[AXIS] ;

    for ( UINT32 r=1 ; r<AXIS ; ++r )
    {
        for ( UINT32 i=0 ; i<AXIS ; ++i ) 
            areaW[i] = areaR[i] = areaG[i] = areaB[i] = areaS[i] = 0.0 ;
        for ( UINT32 g=1 ; g<AXIS ; ++g )
        {
            lineW = lineR = lineG = lineB = lineS = 0.0 ;

            pStats p = m_aStats+(r*AXIS+g)*AXIS ;    // [r][g][b]
            for ( UINT32 b=1 ; b<AXIS ; ++b )
            {
                p++ ;
                p->W = p[-AXIS2].W+(areaW[b]+=lineW+=p->W) ;    // ind-AXIS2 = [r-1][g][b]
                p->R = p[-AXIS2].R+(areaR[b]+=lineR+=p->R) ;
                p->G = p[-AXIS2].G+(areaG[b]+=lineG+=p->G) ;
                p->B = p[-AXIS2].B+(areaB[b]+=lineB+=p->B) ;
                p->S = p[-AXIS2].S+(areaS[b]+=lineS+=p->S) ;
            }
        }
    }
}


double PaletteOptimiser::Snap( cpBox pCube, cDOUBLE halfW,cDOUBLE halfR,cDOUBLE halfG,cDOUBLE halfB )
{
    static cUINT32 aIndex[0x21] = {
        0x00,0x05,0x0D,0x15, 0x1D,0x26,0x2E,0x36,
        0x3E,0x46,0x4F,0x57, 0x5F,0x67,0x70,0x78,
        0x80,0x88,0x90,0x99, 0xA1,0xA9,0xB1,0xBA,
        0xC2,0xCA,0xD2,0xDA, 0xE3,0xEB,0xF3,0xFB, 0x100
    } ;

    if ( m_uAllLockedColours )
    {
        double max = -1e100 ;
        for ( UINT32 i=0 ; i<m_uAllLockedColours ; i++ )
        {
            Clr C = {
                m_aLockedColours[i].peRed,
                m_aLockedColours[i].peGreen,
                m_aLockedColours[i].peBlue
            } ;
            if ( aIndex[pCube->r0]<=C.r && aIndex[pCube->r1]>C.r &&
                 aIndex[pCube->g0]<=C.g && aIndex[pCube->g1]>C.g &&
                 aIndex[pCube->b0]<=C.b && aIndex[pCube->b1]>C.b )
            {
                cDOUBLE temp = 2*(halfR*C.r+halfG*C.g+halfB*C.b)-(C.r*C.r+C.g*C.g+C.b*C.b)*halfW ;
                if ( max<temp )
                {
                    max = temp ;
                    pCube->clr = C ;
                }
            }
        }
        if ( max>-1e50 )
            return max ;
    }

    if ( halfW==0 )
        return -1e100 ;
    cDOUBLE invW = 1/halfW ;
    pCube->clr.r = (UINT32)(halfR*invW+0.5) ;
    pCube->clr.g = (UINT32)(halfG*invW+0.5) ;
    pCube->clr.b = (UINT32)(halfB*invW+0.5) ;

    if ( m_bUseBrowserPalette )
    {
        double max = -1e100 ;
        Clr C ;
        for (         C.r=aSnap[pCube->clr.r] ; C.r<=aSnap[pCube->clr.r+0x32] ; C.r+=0x33 )
            for (     C.g=aSnap[pCube->clr.g] ; C.g<=aSnap[pCube->clr.g+0x32] ; C.g+=0x33 )
                for ( C.b=aSnap[pCube->clr.b] ; C.b<=aSnap[pCube->clr.b+0x32] ; C.b+=0x33 )
                    if ( aIndex[pCube->r0]<=C.r && aIndex[pCube->r1]>C.r &&
                         aIndex[pCube->g0]<=C.g && aIndex[pCube->g1]>C.g &&
                         aIndex[pCube->b0]<=C.b && aIndex[pCube->b1]>C.b )
                    {
                        cDOUBLE temp = 2*(halfR*C.r+halfG*C.g+halfB*C.b)-(C.r*C.r+C.g*C.g+C.b*C.b)*halfW ;
                        if ( max<temp )
                        {
                            max = temp ;
                            pCube->clr = C ;
                        }
                    }
        return max ;
    }
    if ( m_uSnapToBrowserPalette )
    {
        if ( aBDist[pCube->clr.r]+aBDist[pCube->clr.g]+aBDist[pCube->clr.b] <= m_uSnapToBrowserPalette2 )
        {
            Clr C = {
                aSnap[pCube->clr.r+0x19],
                aSnap[pCube->clr.g+0x19],
                aSnap[pCube->clr.b+0x19]
            } ;
            if ( aIndex[pCube->r0]<=C.r && aIndex[pCube->r1]>C.r &&
                 aIndex[pCube->g0]<=C.g && aIndex[pCube->g1]>C.g &&
                 aIndex[pCube->b0]<=C.b && aIndex[pCube->b1]>C.b )
            {
                pCube->clr = C ;
                return 2*(halfR*C.r+halfG*C.g+halfB*C.b)-(C.r*C.r+C.g*C.g+C.b*C.b)*halfW ;
            }
        }
    }
    if ( m_uSnapToPrimaries )
    {
        if ( aPDist[pCube->clr.r]+aPDist[pCube->clr.g]+aPDist[pCube->clr.b] <= m_uSnapToPrimaries2 )
        {
            Clr C = {
                pCube->clr.r<0x80 ? 0x00 : 0xFF,
                pCube->clr.g<0x80 ? 0x00 : 0xFF,
                pCube->clr.b<0x80 ? 0x00 : 0xFF,
            } ;
            if ( aIndex[pCube->r0]<=C.r && aIndex[pCube->r1]>C.r &&
                 aIndex[pCube->g0]<=C.g && aIndex[pCube->g1]>C.g &&
                 aIndex[pCube->b0]<=C.b && aIndex[pCube->b1]>C.b )
            {
                pCube->clr = C ;
                return 2*(halfR*C.r+halfG*C.g+halfB*C.b)-(C.r*C.r+C.g*C.g+C.b*C.b)*halfW ;
            }
        }
    }
    return (halfR*halfR+halfG*halfG+halfB*halfB)*invW ;
}


double PaletteOptimiser::Vol( cpcBox pCube, double Stats::* p ) const
{
    return +LCube(p,pCube->r1,pCube->g1,pCube->b1)
           -LCube(p,pCube->r1,pCube->g1,pCube->b0)
           -LCube(p,pCube->r1,pCube->g0,pCube->b1)
           +LCube(p,pCube->r1,pCube->g0,pCube->b0)
           -LCube(p,pCube->r0,pCube->g1,pCube->b1)
           +LCube(p,pCube->r0,pCube->g1,pCube->b0)
           +LCube(p,pCube->r0,pCube->g0,pCube->b1)
           -LCube(p,pCube->r0,pCube->g0,pCube->b0) ;
}

double PaletteOptimiser::Bottom( cpcBox pCube, cUINT32 dir, double Stats::* p ) const
{
    switch (dir)
    {
    case RED :   return +LCube(p,pCube->r0,pCube->g1,pCube->b0)
                        +LCube(p,pCube->r0,pCube->g0,pCube->b1)
                        -LCube(p,pCube->r0,pCube->g1,pCube->b1)
                        -LCube(p,pCube->r0,pCube->g0,pCube->b0) ;
    case GREEN : return +LCube(p,pCube->r1,pCube->g0,pCube->b0)
                        +LCube(p,pCube->r0,pCube->g0,pCube->b1)
                        -LCube(p,pCube->r1,pCube->g0,pCube->b1)
                        -LCube(p,pCube->r0,pCube->g0,pCube->b0) ;
    case BLUE :  return +LCube(p,pCube->r1,pCube->g0,pCube->b0)
                        +LCube(p,pCube->r0,pCube->g1,pCube->b0)
                        -LCube(p,pCube->r1,pCube->g1,pCube->b0)
                        -LCube(p,pCube->r0,pCube->g0,pCube->b0) ;
    }
    ASSERT(false) ;
    return 0 ;
}

double PaletteOptimiser::Top( cpcBox pCube, cUINT32 dir, cUINT32 pos, double Stats::* p ) const
{
    switch (dir)
    {
    case RED :   return +LCube(p,pos,pCube->g1,pCube->b1)
                        +LCube(p,pos,pCube->g0,pCube->b0) 
                        -LCube(p,pos,pCube->g1,pCube->b0)
                        -LCube(p,pos,pCube->g0,pCube->b1) ;
    case GREEN : return +LCube(p,pCube->r1,pos,pCube->b1)
                        +LCube(p,pCube->r0,pos,pCube->b0) 
                        -LCube(p,pCube->r1,pos,pCube->b0)
                        -LCube(p,pCube->r0,pos,pCube->b1) ;
    case BLUE :  return +LCube(p,pCube->r1,pCube->g1,pos)
                        +LCube(p,pCube->r0,pCube->g0,pos)
                        -LCube(p,pCube->r1,pCube->g0,pos)
                        -LCube(p,pCube->r0,pCube->g1,pos) ;
    }
    ASSERT(false) ;
    return 0 ;
}

double PaletteOptimiser::Var( cpcBox pCube ) const
{
    cDOUBLE ww = Vol(pCube,&Stats::W) ;
    cDOUBLE dr = Vol(pCube,&Stats::R) ;
    cDOUBLE dg = Vol(pCube,&Stats::G) ;
    cDOUBLE db = Vol(pCube,&Stats::B) ;
    cDOUBLE xx = Vol(pCube,&Stats::S) ;
    return xx+(pCube->clr.r*pCube->clr.r+pCube->clr.g*pCube->clr.g+pCube->clr.b*pCube->clr.b)*ww
           -2*(pCube->clr.r*dr          +pCube->clr.g*dg          +pCube->clr.b*db) ;
}


double PaletteOptimiser::Maximize(
                            cpBox pCube, 
                            cUINT32 dir, 
                            cUINT32 first,
                            cUINT32 last,
                            cpBox pCube1,
                            cpBox pCube2,
                            cDOUBLE wholeW,
                            cDOUBLE wholeR,
                            cDOUBLE wholeG,
                            cDOUBLE wholeB
                        )
{
    cDOUBLE baseW = Bottom(pCube,dir,&Stats::W) ;
    cDOUBLE baseR = Bottom(pCube,dir,&Stats::R) ;
    cDOUBLE baseG = Bottom(pCube,dir,&Stats::G) ;
    cDOUBLE baseB = Bottom(pCube,dir,&Stats::B) ;

    Box cube1,cube2 ;
    cube1 = cube2 = *pCube ;

    double max = -1e100 ;

    //  Did the bottom of the pCube above.
    for ( UINT32 i=first+1 ; i<last ; ++i )
    {
        switch (dir)
        {
        case RED   : cube1.r1 = cube2.r0 = i ; break ;
        case GREEN : cube1.g1 = cube2.g0 = i ; break ;
        case BLUE  : cube1.b1 = cube2.b0 = i ; break ;
        }
        // Now half_x is sum over lower half of box, if split at i.
        double halfW = baseW+Top(pCube,dir,i,&Stats::W) ;
        double halfR = baseR+Top(pCube,dir,i,&Stats::R) ;
        double halfG = baseG+Top(pCube,dir,i,&Stats::G) ;
        double halfB = baseB+Top(pCube,dir,i,&Stats::B) ;
        cDOUBLE temp1 = Snap(&cube1,halfW,halfR,halfG,halfB) ;
        if ( temp1<-1e50 )
            continue ;
        halfW = wholeW-halfW ;
        halfR = wholeR-halfR ;
        halfG = wholeG-halfG ;
        halfB = wholeB-halfB ;
        cDOUBLE temp2 = Snap(&cube2,halfW,halfR,halfG,halfB) ;
        if ( temp2<-1e50 )
            continue ;
        if ( max<temp1+temp2 )
        {
            max = temp1+temp2 ;
            *pCube1 = cube1 ;
            *pCube2 = cube2 ;
        }
    }
    return max ;
}

bool PaletteOptimiser::Cut( cpBox pSet1,cpBox pSet2, cpDOUBLE pMax )
{
    cDOUBLE wholeW = Vol(pSet1,&Stats::W) ;
    cDOUBLE wholeR = Vol(pSet1,&Stats::R) ;
    cDOUBLE wholeG = Vol(pSet1,&Stats::G) ;
    cDOUBLE wholeB = Vol(pSet1,&Stats::B) ;

    Box cubeR1,cubeR2, cubeG1,cubeG2, cubeB1,cubeB2 ;
    cDOUBLE maxR = Maximize( pSet1, RED  , pSet1->r0,pSet1->r1, &cubeR1,&cubeR2, wholeW,wholeR,wholeG,wholeB ) ;
    cDOUBLE maxG = Maximize( pSet1, GREEN, pSet1->g0,pSet1->g1, &cubeG1,&cubeG2, wholeW,wholeR,wholeG,wholeB ) ;
    cDOUBLE maxB = Maximize( pSet1, BLUE , pSet1->b0,pSet1->b1, &cubeB1,&cubeB2, wholeW,wholeR,wholeG,wholeB ) ;

    *pSet2 = *pSet1 ;
    if ( maxR>=maxG && maxR>=maxB )
    {
        if ( maxR<-1e50 )
            return false ; // can't split the box
        *pMax = maxR ;
        *pSet1 = cubeR1 ;
        *pSet2 = cubeR2 ;
    }
    else if ( maxG>=maxR && maxG>=maxB ) 
    {
        *pMax = maxG ;
        *pSet1 = cubeG1 ;
        *pSet2 = cubeG2 ;
    }
    else
    {
        *pMax = maxB ;
        *pSet1 = cubeB1 ;
        *pSet2 = cubeB2 ;
    }
    pSet1->vol = (pSet1->r1-pSet1->r0)*(pSet1->g1-pSet1->g0)*(pSet1->b1-pSet1->b0) ;
    pSet2->vol = (pSet2->r1-pSet2->r0)*(pSet2->g1-pSet2->g0)*(pSet2->b1-pSet2->b0) ;
    return true ;
}

double PaletteOptimiser::Maximize(
                            cpBox pCube,
                            cUINT32 dir, 
                            cUINT32 first,
                            cUINT32 last,
                            cpBox pCube1,
                            cpBox pCube2,
                            cpBox pCube3,
                            cDOUBLE wholeW,
                            cDOUBLE wholeR,
                            cDOUBLE wholeG,
                            cDOUBLE wholeB
                        )
{
    cDOUBLE baseW = Bottom(pCube,dir,&Stats::W) ;
    cDOUBLE baseR = Bottom(pCube,dir,&Stats::R) ;
    cDOUBLE baseG = Bottom(pCube,dir,&Stats::G) ;
    cDOUBLE baseB = Bottom(pCube,dir,&Stats::B) ;

    Box cube1,cube2,cube3,cube4 ;
    cube1 = cube2 = *pCube ;

    double temp ;
    double max = -1e100 ;

    //  Did the bottom of the cube above.
    for ( UINT32 i=first+1 ; i<last ; ++i )
    {
        switch (dir)
        {
        case RED   : cube1.r1 = cube2.r0 = i ; break ;
        case GREEN : cube1.g1 = cube2.g0 = i ; break ;
        case BLUE  : cube1.b1 = cube2.b0 = i ; break ;
        }

        // half_x is sum over lower half of box, if split at i.
        double halfW = baseW+Top(pCube,dir,i,&Stats::W) ;
        double halfR = baseR+Top(pCube,dir,i,&Stats::R) ;
        double halfG = baseG+Top(pCube,dir,i,&Stats::G) ;
        double halfB = baseB+Top(pCube,dir,i,&Stats::B) ;
        cube3 = cube2 ;
        if ( Cut(&cube3,&cube4,&temp) )
        {
            temp += Snap(&cube1,halfW,halfR,halfG,halfB) ;
            if ( temp>-1e50 && max<temp )
            {
                max = temp ;
                *pCube1 = cube1 ;
                *pCube2 = cube3 ;
                *pCube3 = cube4 ;
            }
        }

        halfW = wholeW-halfW ;
        halfR = wholeR-halfR ;
        halfG = wholeG-halfG ;
        halfB = wholeB-halfB ;
        cube3 = cube1 ;
        if ( Cut(&cube3,&cube4,&temp) )
        {
            temp += Snap(&cube2,halfW,halfR,halfG,halfB) ;
            if ( temp>-1e50 && max<temp )
            {
                max = temp ;
                *pCube1 = cube2 ;
                *pCube2 = cube3 ;
                *pCube3 = cube4 ;
            }
        }
    }
    return max ;
}

bool PaletteOptimiser::Cut( cpBox pSet1,cpBox pSet2,cpBox pSet3 )
{
    Box set12 ;
    set12.r0 = min(pSet1->r0,pSet2->r0) ;
    set12.r1 = max(pSet1->r1,pSet2->r1) ;
    set12.g0 = min(pSet1->g0,pSet2->g0) ;
    set12.g1 = max(pSet1->g1,pSet2->g1) ;
    set12.b0 = min(pSet1->b0,pSet2->b0) ;
    set12.b1 = max(pSet1->b1,pSet2->b1) ;

    cDOUBLE wholeW = Vol(&set12,&Stats::W) ;
    cDOUBLE wholeR = Vol(&set12,&Stats::R) ;
    cDOUBLE wholeG = Vol(&set12,&Stats::G) ;
    cDOUBLE wholeB = Vol(&set12,&Stats::B) ;

    Box cubeR1,cubeR2,cubeR3 ;
    Box cubeG1,cubeG2,cubeG3 ;
    Box cubeB1,cubeB2,cubeB3 ;
    cDOUBLE maxR = Maximize( &set12, RED  , set12.r0,set12.r1, &cubeR1,&cubeR2,&cubeR3, wholeW,wholeR,wholeG,wholeB ) ;
    cDOUBLE maxG = Maximize( &set12, GREEN, set12.g0,set12.g1, &cubeG1,&cubeG2,&cubeG3, wholeW,wholeR,wholeG,wholeB ) ;
    cDOUBLE maxB = Maximize( &set12, BLUE , set12.b0,set12.b1, &cubeB1,&cubeB2,&cubeB3, wholeW,wholeR,wholeG,wholeB ) ;

    if ( maxR>=maxG && maxR>=maxB )
    {
        if ( maxR<-1e50 )
            return false ; // can't split the box
        *pSet1 = cubeR1 ;
        *pSet2 = cubeR2 ;
        *pSet3 = cubeR3 ;
    }
    else if ( maxG>=maxR && maxG>=maxB ) 
    {
        *pSet1 = cubeG1 ;
        *pSet2 = cubeG2 ;
        *pSet3 = cubeG3 ;
    }
    else
    {
        *pSet1 = cubeB1 ;
        *pSet2 = cubeB2 ;
        *pSet3 = cubeB3 ;
    }
    pSet1->vol = (pSet1->r1-pSet1->r0)*(pSet1->g1-pSet1->g0)*(pSet1->b1-pSet1->b0) ;
    pSet2->vol = (pSet2->r1-pSet2->r0)*(pSet2->g1-pSet2->g0)*(pSet2->b1-pSet2->b0) ;
    pSet3->vol = (pSet3->r1-pSet3->r0)*(pSet3->g1-pSet3->g0)*(pSet3->b1-pSet3->b0) ;
    return true ;
}

//
// This function generates the colours of an optimised palette. This function
// is usually called once after calling AddStats. GetPalette can be called
// several times to then obtain the actual palette of a particular size.
//
void PaletteOptimiser::GenPalette( cUINT32 uMaxColours )
{
    ASSERT( uMaxColours<=0x100 ) ;
    //
    // Calculate the 3d moments of inertia within our field
    //
    if ( !m_bMoments )
    {
        Moments3D() ;
        m_bMoments = true ;
    }

    m_uPaletteEntries = 0 ;

    if ( m_bAddSystemColours )
    {
        AddLockedColour(0x00,0x00,0x00) ;
        AddLockedColour(0x00,0x00,0x80) ;
        AddLockedColour(0x00,0x80,0x00) ;
        AddLockedColour(0x00,0x80,0x80) ;
        AddLockedColour(0x80,0x00,0x00) ;
        AddLockedColour(0x80,0x00,0x80) ;
        AddLockedColour(0x80,0x80,0x00) ;
        AddLockedColour(0x80,0x80,0x80) ;
        AddLockedColour(0x00,0x00,0xFF) ;
        AddLockedColour(0x00,0xFF,0x00) ;
        AddLockedColour(0x00,0xFF,0xFF) ;
        AddLockedColour(0xFF,0x00,0x00) ;
        AddLockedColour(0xFF,0x00,0xFF) ;
        AddLockedColour(0xFF,0xFF,0x00) ;
        AddLockedColour(0xFF,0xFF,0xFF) ;
        AddLockedColour(0xC0,0xC0,0xC0) ;
        m_uAllLockedColours = m_uLockedColours ;
        m_uLockedColours -= 16 ;
    }
    else
        m_uAllLockedColours = m_uLockedColours ;
    m_uSnapToPrimaries2      = m_uSnapToPrimaries     *m_uSnapToPrimaries ;
    m_uSnapToBrowserPalette2 = m_uSnapToBrowserPalette*m_uSnapToBrowserPalette ;
    //
    // Initialise our first cube to encompass the entire volume
    //
    Box cube[MAXCOLOURS] ;
    cube[0].r0 = cube[0].g0 = cube[0].b0 = 0 ;
    cube[0].r1 = cube[0].g1 = cube[0].b1 = AXIS-1 ;
    cube[0].vol = (AXIS-1)*(AXIS-1)*(AXIS-1) ;
    cube[0].var = 0 ;
    cube[0].pPair = NULL ;
    cDOUBLE ww = Vol(cube,&Stats::W) ;
    if ( ww==0 )
        return ;
    cube[0].clr.r = (UINT32)(Vol(cube,&Stats::R)/ww+0.5) ;
    cube[0].clr.g = (UINT32)(Vol(cube,&Stats::G)/ww+0.5) ;
    cube[0].clr.b = (UINT32)(Vol(cube,&Stats::B)/ww+0.5) ;

    m_uPaletteEntries = 0 ;
    Store(0,cube) ;

    pBox pCubeO = cube ;
    for ( UINT32 i=1 ; i<uMaxColours ; )
    {
        double temp ;
        cpBox pCubeN = cube+i ;
        cpBox pCubeP = pCubeO->pPair ;
        if ( !m_bFast && pCubeP )
            if ( Cut(pCubeP,pCubeO,pCubeN) )
            {
                pCubeP->pPair = NULL ;
                pCubeO->pPair = pCubeN ;
                pCubeN->pPair = pCubeO ;
                Store(pCubeP-cube,pCubeP) ;
                Store(pCubeO-cube,pCubeO) ;
                Store(pCubeN-cube,pCubeN) ;
                i++ ;
            }
            else
            {
                pCubeP->pPair = NULL ;
                pCubeO->pPair = NULL ;
                pCubeO->vol = 0 ;
            }
        else
            if ( Cut(pCubeO,pCubeN,&temp) )
            {
                pCubeN->pPair = pCubeO ;
                pCubeO->pPair = pCubeN ;
                Store(pCubeO-cube,pCubeO) ;
                Store(pCubeN-cube,pCubeN) ;
                i++ ;
            }
            else
                pCubeO->vol = 0 ;
        //
        // Find box with maximum error.
        //
        pCubeO = cube ;
        temp = -1 ;
        for ( UINT32 k=0 ; k<i ; ++k )
            if ( temp<cube[k].var && cube[k].vol>1 )
            {
                pCubeO = cube+k ;
                temp = pCubeO->var ;
            }
        if ( temp<0 )
            break ;
    }
}



void PaletteOptimiser::Store( cUINT32 i, cpBox pCube )
{
    pCube->var = Var(pCube) ;
    m_aPalette[m_uPaletteEntries  ].C = peRGB( pCube->clr.r,pCube->clr.g,pCube->clr.b, i ) ;
    m_aPalette[m_uPaletteEntries++].W = Vol(pCube,&Stats::W) ;
}

//
// Call this function to obtain the optimised palette of a particalur size.
//
//      pPalette    - points to a logical palette. The palNumEntries entry
//                    should previously have been initialised.
//      nMaxColours - required number of optimised colours.
//
bool PaletteOptimiser::GetPalette( cpLOGPALETTE pPalette, cUINT32 uMaxColours )
{
    ASSERT(pPalette) ;
    ASSERT(pPalette->palNumEntries>0 && pPalette->palNumEntries<=0x100) ;
    ASSERT(uMaxColours>0 && uMaxColours<=0x100) ;
    //
    // Check for zero colour case. This can occur if all colours in the image
    // were transparent.
    //
    if ( m_uPaletteEntries==0 )
    {
        pPalette->palNumEntries = 0 ;
        return true ;
    }
    //
    // n is current size of generated palette
    //
    PalEntry T[0x100] ;
    UINT32 i,j,n ;
    bool bFixed = false ;
    if ( !m_bUseBrowserPalette && m_bUseBitmapColours && m_uTotalColours<=MAXCOLOURS &&
         (m_uTotalColours<uMaxColours || m_uSnapToBrowserPalette || m_uSnapToPrimaries) )
    {
        bFixed = true ;
        for ( i=0,n=0 ; i<m_uTotalColours ; i++ )
        {
            Clr clr = {
                m_aColours[i].rgbRed,
                m_aColours[i].rgbGreen,
                m_aColours[i].rgbBlue
            } ;
            for ( j=0 ; j<m_uAllLockedColours ; j++ )
                if ( m_aLockedColours[j].peRed  ==clr.r &&
                     m_aLockedColours[j].peGreen==clr.g &&
                     m_aLockedColours[j].peBlue ==clr.b )
                    goto nosnap ;
            //
            // Shouldn't snap colour if it is a locked colour.
            //
            if ( m_uSnapToBrowserPalette &&
                 aBDist[clr.r]+aBDist[clr.g]+aBDist[clr.b]<=m_uSnapToBrowserPalette2 )
            {
                clr.r = aSnap[clr.r] ;
                clr.g = aSnap[clr.g] ;
                clr.b = aSnap[clr.b] ;
            }
            if ( m_uSnapToPrimaries &&
                 aPDist[clr.r]+aPDist[clr.g]+aPDist[clr.b]<=m_uSnapToPrimaries2 )
            {
                clr.r = clr.r<0x80 ? 0x00 : 0xFF ;
                clr.g = clr.g<0x80 ? 0x00 : 0xFF ;
                clr.b = clr.b<0x80 ? 0x00 : 0xFF ;
            }
    nosnap: //
            // Only add colour to palette if not already there.
            //
            for ( j=0 ; j<n ; j++ )
                if ( T[j].C.peRed  ==clr.r &&
                     T[j].C.peGreen==clr.g &&
                     T[j].C.peBlue ==clr.b )
                    goto ignore ;
            if ( n==uMaxColours )
            {
                bFixed = false ;
                break ;
            }
            T[n].C.peRed   = clr.r ;
            T[n].C.peGreen = clr.g ;
            T[n].C.peBlue  = clr.b ;
            T[n].W = m_aCount[i] ;
            n++ ;
    ignore: ;
        }
    }

    if ( !bFixed )
        for ( i=0,n=0 ; i<m_uPaletteEntries && n<uMaxColours ; i++ )
        {
            j = m_aPalette[i].C.peFlags ;
            T[j] = m_aPalette[i] ;
            if ( j>=n )
                n++ ;
        }

    qsort(T, n, sizeof(PalEntry), SortFn) ;
    for ( i=0 ; i<n ; i++ )
    {
        pPalette->palPalEntry[i] = T[i].C ;
        pPalette->palPalEntry[i].peFlags = 0 ;
    }
    pPalette->palNumEntries = n ;

#ifdef DEBUG
//  TRACE( _T("N : %i\n"),n) ;
//  for ( i=0 ; i<n ; i++ )
//      TRACE( _T("%2i : %02x,%02x,%02x\n"),i,pPalette->palPalEntry[i].peRed,pPalette->palPalEntry[i].peGreen,pPalette->palPalEntry[i].peBlue) ;
#endif
    //
    // Fill in any remaining unused required colours with non-renderable black
    //
//  for ( ; n<nMaxColours ; )
//      pPalette->palPalEntry[n++] = peRGB(0,0,0, 0xFF) ;

    return bFixed ;
}



INT32 __cdecl PaletteOptimiser::SortFn( pcVOID elem1, pcVOID elem2 )
{
    return (INT32)( ((cpcPalEntry)elem2)->W - ((cpcPalEntry)elem1)->W ) ;
}

/***************************************************************************/

---