www.pudn.com > OpenCV-Intel.zip > cvpyramids.cpp


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#include "_cv.h" 
 
/****************************************************************************************\ 
                         Down-sampling pyramids core functions 
\****************************************************************************************/ 
 
//////////// Filtering macros ///////////// 
 
/* COMMON CASE */ 
/* 1/16[1    4    6    4    1]       */ 
/* ...| x0 | x1 | x2 | x3 | x4 |...  */ 
#define  PD_FILTER( x0, x1, x2, x3, x4 ) ((x2)*6+((x1)+(x3))*4+(x0)+(x4)) 
 
/* MACROS FOR BORDERS */ 
 
/* | b I a | b | reflection used ("I" denotes the image boundary) */ 
 
/* LEFT/TOP */ 
/* 1/16[1    4    6    4    1]       */ 
/*    | x2 | x1 I x0 | x1 | x2 |...  */ 
#define  PD_LT(x0,x1,x2)                 ((x0)*6 + (x1)*8 + (x2)*2) 
 
/* RIGHT/BOTTOM */ 
/* 1/16[1    4    6    4    1]       */ 
/* ...| x0 | x1 | x2 | x3 I x2 |     */ 
#define  PD_RB(x0,x1,x2,x3)              ((x0) + ((x1) + (x3))*4 + (x2)*7) 
 
/* SINGULAR CASE ( width == 2 || height == 2 ) */ 
/* 1/16[1    4    6    4    1]       */ 
/*    | x0 | x1 I x0 | x1 I x0 |     */ 
#define  PD_SINGULAR(x0,x1)    (((x0) + (x1))*8) 
 
#define  PD_SCALE_INT(x)       (((x) + (1<<7)) >> 8) 
#define  PD_SCALE_FLT(x)       ((x)*0.00390625f) 
 
#define  PD_SZ  5 
 
////////// generic macro //////////// 
 
#define ICV_DEF_PYR_DOWN_FUNC( flavor, type, worktype, _pd_scale_ )                     \ 
static CvStatus CV_STDCALL                                                              \ 
icvPyrDownG5x5_##flavor##_CnR( const type* src, int srcstep, type* dst,                 \ 
                               int dststep, CvSize size, void *buf, int Cs )            \ 
{                                                                                       \ 
    worktype*  buffer = (worktype*)buf;  /* pointer to temporary buffer */              \ 
    worktype*  rows[PD_SZ]; /* array of rows pointers. dim(rows) is PD_SZ */            \ 
    int  y, top_row = 0;                                                                \ 
    int  Wd = size.width/2, Wdn = Wd*Cs;                                                \ 
    int  buffer_step = Wdn;                                                             \ 
    int  pd_sz = (PD_SZ + 1)*buffer_step;                                               \ 
    int  fst = 0, lst = size.height <= PD_SZ/2 ? size.height : PD_SZ/2 + 1;             \ 
                                                                                        \ 
    assert( Cs == 1 || Cs == 3 );                                                       \ 
                                                                                        \ 
    /* main loop */                                                                     \ 
    for( y = 0; y < size.height; y += 2, (char*&)dst += dststep )                       \ 
    {                                                                                   \ 
        /* set first and last indices of buffer rows which are need to be filled */     \ 
        int x, y1, k = top_row;                                                         \ 
        int x1 = buffer_step;                                                           \ 
        worktype *row01, *row23, *row4;                                                 \ 
                                                                                        \ 
        /* assign rows pointers */                                                      \ 
        for( y1 = 0; y1 < PD_SZ; y1++ )                                                 \ 
        {                                                                               \ 
            rows[y1] = buffer + k;                                                      \ 
            k += buffer_step;                                                           \ 
            k &= k < pd_sz ? -1 : 0;                                                    \ 
        }                                                                               \ 
                                                                                        \ 
        row01 = rows[0];                                                                \ 
        row23 = rows[2];                                                                \ 
        row4  = rows[4];                                                                \ 
                                                                                        \ 
        /* fill new buffer rows with filtered source (horizontal conv) */               \ 
        if( Cs == 1 )                                                                   \ 
        {                                                                               \ 
            if( size.width > PD_SZ/2 )                                                  \ 
                for( y1 = fst; y1 < lst; y1++, (char*&)src += srcstep )                 \ 
                {                                                                       \ 
                    worktype *row = rows[y1];                                           \ 
                                                                                        \ 
                    /* process left & right bounds */                                   \ 
                    row[0]    = PD_LT( src[0], src[1], src[2] );                        \ 
                    row[Wd-1] = PD_RB( src[Wd*2-4], src[Wd*2-3],                        \ 
                                       src[Wd*2-2], src[Wd*2-1]);                       \ 
                    /* other points (even) */                                           \ 
                    for( x = 1; x < Wd - 1; x++ )                                       \ 
                    {                                                                   \ 
                        row[x] = PD_FILTER( src[2*x-2], src[2*x-1], src[2*x],           \ 
                                            src[2*x+1], src[2*x+2] );                   \ 
                    }                                                                   \ 
                }                                                                       \ 
            else                                                                        \ 
                for( y1 = fst; y1 < lst; y1++, (char*&)src += srcstep )                 \ 
                {                                                                       \ 
                    rows[y1][0] = PD_SINGULAR( src[0], src[1] );                        \ 
                }                                                                       \ 
        }                                                                               \ 
        else /* Cs == 3 */                                                              \ 
        {                                                                               \ 
            for( y1 = fst; y1 < lst; y1++, (char*&)src += srcstep )                     \ 
            {                                                                           \ 
                worktype *row = rows[y1];                                               \ 
                                                                                        \ 
                if( size.width > PD_SZ/2 )                                              \ 
                {                                                                       \ 
                    int c;                                                              \ 
                    for( c = 0; c < 3; c++ )                                            \ 
                    {                                                                   \ 
                        /* process left & right bounds  */                              \ 
                        row[c] = PD_LT( src[c], src[3+c], src[6+c] );                   \ 
                        row[Wdn-3+c] = PD_RB( src[Wdn*2-12+c], src[Wdn*2-9+c],          \ 
                                              src[Wdn*2-6+c], src[Wdn*2-3+c] );         \ 
                    }                                                                   \ 
                    /* other points (even) */                                           \ 
                    for( x = 3; x < Wdn - 3; x += 3 )                                   \ 
                    {                                                                   \ 
                        row[x]   = PD_FILTER( src[2*x-6], src[2*x-3], src[2*x],         \ 
                                              src[2*x+3], src[2*x+6] );                 \ 
                        row[x+1] = PD_FILTER( src[2*x-5], src[2*x-2], src[2*x+1],       \ 
                                              src[2*x+4], src[2*x+7] );                 \ 
                        row[x+2] = PD_FILTER( src[2*x-4], src[2*x-1], src[2*x+2],       \ 
                                              src[2*x+5], src[2*x+8] );                 \ 
                    }                                                                   \ 
                }                                                                       \ 
                else /* size.width <= PD_SZ/2 */                                        \ 
                {                                                                       \ 
                    row[0] = PD_SINGULAR( src[0], src[3] );                             \ 
                    row[1] = PD_SINGULAR( src[1], src[4] );                             \ 
                    row[2] = PD_SINGULAR( src[2], src[5] );                             \ 
                }                                                                       \ 
            }                                                                           \ 
        }                                                                               \ 
                                                                                        \ 
        /* second pass. Do vertical conv and write results do destination image */      \ 
        if( y > 0 )                                                                     \ 
        {                                                                               \ 
            if( y < size.height - PD_SZ/2 )                                             \ 
            {                                                                           \ 
                for( x = 0; x < Wdn; x++, x1++ )                                        \ 
                {                                                                       \ 
                    dst[x] = (type)_pd_scale_( PD_FILTER( row01[x],  row01[x1],         \ 
                                               row23[x], row23[x1], row4[x] ));         \ 
                }                                                                       \ 
                top_row += 2*buffer_step;                                               \ 
                top_row &= top_row < pd_sz ? -1 : 0;                                    \ 
            }                                                                           \ 
            else /* bottom */                                                           \ 
                for( x = 0; x < Wdn; x++, x1++ )                                        \ 
                    dst[x] = (type)_pd_scale_( PD_RB( row01[x], row01[x1],              \ 
                                                      row23[x], row23[x1]));            \ 
        }                                                                               \ 
        else                                                                            \ 
        {                                                                               \ 
            if( size.height > PD_SZ/2 ) /* top */                                       \ 
            {                                                                           \ 
                for( x = 0; x < Wdn; x++, x1++ )                                        \ 
                    dst[x] = (type)_pd_scale_( PD_LT( row01[x], row01[x1], row23[x] )); \ 
            }                                                                           \ 
            else /* size.height <= PD_SZ/2 */                                           \ 
            {                                                                           \ 
                for( x = 0; x < Wdn; x++, x1++ )                                        \ 
                    dst[x] = (type)_pd_scale_( PD_SINGULAR( row01[x], row01[x1] ));     \ 
            }                                                                           \ 
            fst = PD_SZ - 2;                                                            \ 
        }                                                                               \ 
                                                                                        \ 
        lst = y + 2 + PD_SZ/2 < size.height ? PD_SZ : size.height - y;                  \ 
    }                                                                                   \ 
                                                                                        \ 
    return CV_OK;                                                                       \ 
} 
 
 
ICV_DEF_PYR_DOWN_FUNC( 8u, uchar, int, PD_SCALE_INT ) 
ICV_DEF_PYR_DOWN_FUNC( 32f, float, float, PD_SCALE_FLT ) 
ICV_DEF_PYR_DOWN_FUNC( 64f, double, double, PD_SCALE_FLT ) 
 
 
/****************************************************************************************\ 
                           Up-sampling pyramids core functions 
\****************************************************************************************/ 
 
/////////// filtering macros ////////////// 
 
/* COMMON CASE: NON ZERO */ 
/* 1/16[1    4   6    4   1]       */ 
/* ...| x0 | 0 | x1 | 0 | x2 |...  */ 
#define  PU_FILTER( x0, x1, x2 )         ((x1)*6 + (x0) + (x2)) 
 
/* ZERO POINT AT CENTER */ 
/* 1/16[1   4    6   4    1]      */ 
/* ...| 0 | x0 | 0 | x1 | 0 |...  */ 
#define  PU_FILTER_ZI( x0, x1 )          (((x0) + (x1))*4) 
 
/* MACROS FOR BORDERS */ 
 
/* | b I a | b | reflection */ 
 
/* LEFT/TOP */ 
/* 1/16[1    4   6    4   1]       */ 
/*    | x1 | 0 I x0 | 0 | x1 |...  */ 
#define  PU_LT( x0, x1 )                 ((x0)*6 + (x1)*2) 
 
/* 1/16[1   4    6   4    1]       */ 
/*    | 0 I x0 | 0 | x1 | 0 |...   */ 
#define  PU_LT_ZI( x0, x1 )              PU_FILTER_ZI((x0),(x1)) 
 
/* RIGHT/BOTTOM: NON ZERO */ 
/* 1/16[1    4   6    4   1]       */ 
/* ...| x0 | 0 | x1 | 0 I x1 |     */ 
#define  PU_RB( x0, x1 )                 ((x0) + (x1)*7) 
 
/* RIGHT/BOTTOM: ZERO POINT AT CENTER */ 
/* 1/16[1   4    6   4    1]       */ 
/* ...| 0 | x0 | 0 I x0 | 0 |      */ 
#define  PU_RB_ZI( x0 )                  ((x0)*8) 
 
/* SINGULAR CASE */ 
/* 1/16[1    4   6    4   1]       */ 
/*    | x0 | 0 I x0 | 0 I x0 |     */ 
#define  PU_SINGULAR( x0 )               PU_RB_ZI((x0)) /* <--| the same formulas */ 
#define  PU_SINGULAR_ZI( x0 )            PU_RB_ZI((x0)) /* <--| */ 
 
/* x/64  - scaling in up-sampling functions */ 
#define  PU_SCALE_INT(x)                 (((x) + (1<<5)) >> 6) 
#define  PU_SCALE_FLT(x)                 ((x)*0.015625f) 
 
#define  PU_SZ  3 
 
//////////// generic macro ///////////// 
 
 
#define ICV_DEF_PYR_UP_FUNC( flavor, type, worktype, _pu_scale_ )                       \ 
static CvStatus CV_STDCALL                                                              \ 
icvPyrUpG5x5_##flavor##_CnR( const type* src, int srcstep, type* dst,                   \ 
                             int dststep, CvSize size, void *buf, int Cs )              \ 
{                                                                                       \ 
    worktype *buffer = (worktype*)buf;                                                  \ 
    worktype *rows[PU_SZ];                                                              \ 
    int y, top_row = 0;                                                                 \ 
    int Wd = size.width * 2, Wdn = Wd * Cs, Wn = size.width * Cs;                       \ 
    int buffer_step = Wdn;                                                              \ 
    int pu_sz = PU_SZ*buffer_step;                                                      \ 
    int fst = 0, lst = size.height <= PU_SZ/2 ? size.height : PU_SZ/2 + 1;              \ 
                                                                                        \ 
    assert( Cs == 1 || Cs == 3 );                                                       \ 
                                                                                        \ 
    /* main loop */                                                                     \ 
    for( y = 0; y < size.height; y++, (char*&)dst += 2 * dststep )                      \ 
    {                                                                                   \ 
        int x, y1, k = top_row;                                                         \ 
        worktype *row0, *row1, *row2;                                                   \ 
        type *dst1;                                                                     \ 
                                                                                        \ 
        /* assign rows pointers */                                                      \ 
        for( y1 = 0; y1 < PU_SZ; y1++ )                                                 \ 
        {                                                                               \ 
            rows[y1] = buffer + k;                                                      \ 
            k += buffer_step;                                                           \ 
            k &= k < pu_sz ? -1 : 0;                                                    \ 
        }                                                                               \ 
                                                                                        \ 
        row0 = rows[0];                                                                 \ 
        row1 = rows[1];                                                                 \ 
        row2 = rows[2];                                                                 \ 
        dst1 = (type*)((char*)dst + dststep);                                           \ 
                                                                                        \ 
        /* fill new buffer rows with filtered source (horizontal conv) */               \ 
        if( Cs == 1 )                                                                   \ 
            if( size.width > PU_SZ / 2 )                                                \ 
                for( y1 = fst; y1 < lst; y1++, (char*&)src += srcstep )                 \ 
                {                                                                       \ 
                    worktype *row = rows[y1];                                           \ 
                                                                                        \ 
                    /* process left & right bounds */                                   \ 
                    row[0] = PU_LT( src[0], src[1] );                                   \ 
                    row[1] = PU_LT_ZI( src[0], src[1] );                                \ 
                    row[size.width * 2 - 2] = PU_RB( src[size.width - 2],               \ 
                                                     src[size.width - 1] );             \ 
                    row[size.width * 2 - 1] = PU_RB_ZI( src[size.width - 1] );          \ 
                    /* other points */                                                  \ 
                    for( x = 1; x < size.width - 1; x++ )                               \ 
                    {                                                                   \ 
                        row[2 * x] = PU_FILTER( src[x - 1], src[x], src[x + 1] );       \ 
                        row[2 * x + 1] = PU_FILTER_ZI( src[x], src[x + 1] );            \ 
                    }                                                                   \ 
                }                                                                       \ 
            else                /* size.width <= PU_SZ/2 */                             \ 
                for( y1 = fst; y1 < lst; y1++, (char*&)src += srcstep )                 \ 
                {                                                                       \ 
                    worktype *row = rows[y1];                                           \ 
                    worktype val = src[0];                                              \ 
                                                                                        \ 
                    row[0] = PU_SINGULAR( val );                                        \ 
                    row[1] = PU_SINGULAR_ZI( val );                                     \ 
                }                                                                       \ 
        else                    /* Cs == 3 */                                           \ 
            for( y1 = fst; y1 < lst; y1++, (char*&)src += srcstep )                     \ 
            {                                                                           \ 
                worktype *row = rows[y1];                                               \ 
                                                                                        \ 
                if( size.width > PU_SZ / 2 )                                            \ 
                {                                                                       \ 
                    int c;                                                              \ 
                                                                                        \ 
                    for( c = 0; c < 3; c++ )                                            \ 
                    {                                                                   \ 
                        /* process left & right bounds  */                              \ 
                        row[c] = PU_LT( src[c], src[3 + c] );                           \ 
                        row[3 + c] = PU_LT_ZI( src[c], src[3 + c] );                    \ 
                        row[Wn * 2 - 6 + c] = PU_RB( src[Wn - 6 + c], src[Wn - 3 + c]); \ 
                        row[Wn * 2 - 3 + c] = PU_RB_ZI( src[Wn - 3 + c] );              \ 
                    }                                                                   \ 
                    /* other points */                                                  \ 
                    for( x = 3; x < Wn - 3; x += 3 )                                    \ 
                    {                                                                   \ 
                        row[2 * x] = PU_FILTER( src[x - 3], src[x], src[x + 3] );       \ 
                        row[2 * x + 3] = PU_FILTER_ZI( src[x], src[x + 3] );            \ 
                                                                                        \ 
                        row[2 * x + 1] = PU_FILTER( src[x - 2], src[x + 1], src[x + 4]);\ 
                        row[2 * x + 4] = PU_FILTER_ZI( src[x + 1], src[x + 4] );        \ 
                                                                                        \ 
                        row[2 * x + 2] = PU_FILTER( src[x - 1], src[x + 2], src[x + 5]);\ 
                        row[2 * x + 5] = PU_FILTER_ZI( src[x + 2], src[x + 5] );        \ 
                    }                                                                   \ 
                }                                                                       \ 
                else            /* size.width <= PU_SZ/2 */                             \ 
                {                                                                       \ 
                    int c;                                                              \ 
                                                                                        \ 
                    for( c = 0; c < 3; c++ )                                            \ 
                    {                                                                   \ 
                        row[c] = PU_SINGULAR( src[c] );                                 \ 
                        row[3 + c] = PU_SINGULAR_ZI( src[c] );                          \ 
                    }                                                                   \ 
                }                                                                       \ 
            }                                                                           \ 
                                                                                        \ 
        /* second pass. Do vertical conv and write results do destination image */      \ 
        if( y > 0 )                                                                     \ 
        {                                                                               \ 
            if( y < size.height - PU_SZ / 2 )                                           \ 
            {                                                                           \ 
                for( x = 0; x < Wdn; x++ )                                              \ 
                {                                                                       \ 
                    dst[x] = (type)_pu_scale_( PU_FILTER( row0[x], row1[x], row2[x] )); \ 
                    dst1[x] = (type)_pu_scale_( PU_FILTER_ZI( row1[x], row2[x] ));      \ 
                }                                                                       \ 
                top_row += buffer_step;                                                 \ 
                top_row &= top_row < pu_sz ? -1 : 0;                                    \ 
            }                                                                           \ 
            else                /* bottom */                                            \ 
                for( x = 0; x < Wdn; x++ )                                              \ 
                {                                                                       \ 
                    dst[x] = (type)_pu_scale_( PU_RB( row0[x], row1[x] ));              \ 
                    dst1[x] = (type)_pu_scale_( PU_RB_ZI( row1[x] ));                   \ 
                }                                                                       \ 
        }                                                                               \ 
        else                                                                            \ 
        {                                                                               \ 
            if( size.height > PU_SZ / 2 ) /* top */                                     \ 
                for( x = 0; x < Wdn; x++ )                                              \ 
                {                                                                       \ 
                    dst[x] = (type)_pu_scale_( PU_LT( row0[x], row1[x] ));              \ 
                    dst1[x] = (type)_pu_scale_( PU_LT_ZI( row0[x], row1[x] ));          \ 
                }                                                                       \ 
            else                /* size.height <= PU_SZ/2 */                            \ 
                for( x = 0; x < Wdn; x++ )                                              \ 
                {                                                                       \ 
                    dst[x] = (type)_pu_scale_( PU_SINGULAR( row0[x] ));                 \ 
                    dst1[x] = (type)_pu_scale_( PU_SINGULAR_ZI( row0[x] ));             \ 
                }                                                                       \ 
            fst = PU_SZ - 1;                                                            \ 
        }                                                                               \ 
                                                                                        \ 
        lst = y < size.height - PU_SZ/2 - 1 ? PU_SZ : size.height + PU_SZ/2 - y - 1;    \ 
    }                                                                                   \ 
                                                                                        \ 
    return CV_OK;                                                                       \ 
} 
 
 
ICV_DEF_PYR_UP_FUNC( 8u, uchar, int, PU_SCALE_INT ) 
ICV_DEF_PYR_UP_FUNC( 32f, float, float, PU_SCALE_FLT ) 
ICV_DEF_PYR_UP_FUNC( 64f, double, double, PU_SCALE_FLT ) 
 
 
static CvStatus CV_STDCALL 
icvPyrUpG5x5_GetBufSize( int roiWidth, CvDataType dataType, 
                         int channels, int *bufSize ) 
{ 
    int bufStep; 
 
    if( !bufSize ) 
        return CV_NULLPTR_ERR; 
    *bufSize = 0; 
 
    if( roiWidth < 0 ) 
        return CV_BADSIZE_ERR; 
    if( channels != 1 && channels != 3 ) 
        return CV_UNSUPPORTED_CHANNELS_ERR; 
 
    bufStep = 2*roiWidth*channels; 
 
    switch( dataType ) 
    { 
    case cv8u: case cv8s: 
        bufStep *= sizeof(int); 
        break; 
    case cv32f: 
        //bufStep *= sizeof(float); 
        //break; 
    case cv64f: 
        bufStep *= sizeof(double); 
        break; 
    default: 
        return CV_BADARG_ERR; 
    } 
 
    *bufSize = bufStep * PU_SZ; 
    return CV_OK; 
} 
 
 
static CvStatus CV_STDCALL 
icvPyrDownG5x5_GetBufSize( int roiWidth, CvDataType dataType, 
                           int channels, int *bufSize ) 
{ 
    int bufStep; 
 
    if( !bufSize ) 
        return CV_NULLPTR_ERR; 
    *bufSize = 0; 
 
    if( roiWidth < 0 || (roiWidth & 1) != 0 ) 
        return CV_BADSIZE_ERR; 
    if( channels != 1 && channels != 3 ) 
        return CV_UNSUPPORTED_CHANNELS_ERR; 
 
    bufStep = 2*roiWidth*channels; 
 
    switch( dataType ) 
    { 
    case cv8u: case cv8s: 
        bufStep *= sizeof(int); 
        break; 
    case cv32f: 
        bufStep *= sizeof(float); 
        break; 
    case cv64f: 
        bufStep *= sizeof(double); 
        break; 
    default: 
        return CV_BADARG_ERR; 
    } 
 
    *bufSize = bufStep * (PD_SZ + 1); 
    return CV_OK; 
} 
 
/****************************************************************************************\ 
                        Downsampled image border completion 
\****************************************************************************************/ 
 
#define ICV_DEF_PYR_BORDER_FUNC( flavor, arrtype, worktype, _pd_scale_ )                \ 
static CvStatus CV_STDCALL                                                              \ 
icvPyrDownBorder_##flavor##_CnR( const arrtype *src, int src_step, CvSize src_size,     \ 
                          arrtype *dst, int dst_step, CvSize dst_size, int channels )   \ 
{                                                                                       \ 
    int local_alloc = 0;                                                                \ 
    worktype *buf = 0, *buf0 = 0;                                                       \ 
    const arrtype* src2;                                                                \ 
    arrtype* dst2;                                                                      \ 
    int buf_size;                                                                       \ 
    int i, j;                                                                           \ 
    int W = src_size.width, H = src_size.height;                                        \ 
    int Wd = dst_size.width, Hd = dst_size.height;                                      \ 
    int Wd_, Hd_;                                                                       \ 
    int Wn = W*channels;                                                                \ 
    int bufW;                                                                           \ 
    int cols, rows; /* columns and rows to modify */                                    \ 
                                                                                        \ 
    assert( channels == 1 || channels == 3 );                                           \ 
                                                                                        \ 
    buf_size = MAX(src_size.width,src_size.height) * sizeof(buf[0]) * 2 * channels;     \ 
    if( buf_size > (1 << 14) )                                                          \ 
    {                                                                                   \ 
        buf = (worktype*)cvAlloc( buf_size );                                           \ 
        if( !buf )                                                                      \ 
            return CV_OUTOFMEM_ERR;                                                     \ 
    }                                                                                   \ 
    else                                                                                \ 
    {                                                                                   \ 
        buf = (worktype*)cvAlignPtr(alloca( buf_size+8 ), 8);                           \ 
        local_alloc = 1;                                                                \ 
    }                                                                                   \ 
                                                                                        \ 
    buf0 = buf;                                                                         \ 
                                                                                        \ 
    src_step /= sizeof(src[0]);                                                         \ 
    dst_step /= sizeof(dst[0]);                                                         \ 
                                                                                        \ 
    cols = (W & 1) + (Wd*2 > W);                                                        \ 
    rows = (H & 1) + (Hd*2 > H);                                                        \ 
                                                                                        \ 
    src2 = src + (H-1)*src_step;                                                        \ 
    dst2 = dst + (Hd - rows)*dst_step;                                                  \ 
    src += (W - 1)*channels;                                                            \ 
    dst += (Wd - cols)*channels;                                                        \ 
                                                                                        \ 
    /* part of row(column) from 1 to Wd_(Hd_) is processed using PD_FILTER macro */     \ 
    Wd_ = Wd - 1 + (cols == 1 && (W & 1) != 0);                                         \ 
    Hd_ = Hd - 1 + (rows == 1 && (H & 1) != 0);                                         \ 
                                                                                        \ 
    bufW = channels * cols;                                                             \ 
                                                                                        \ 
    /******************* STAGE 1. ******************/                                   \ 
                                                                                        \ 
    /* do horizontal convolution of the 1-2 right columns and write results to buffer */\ 
    if( cols > 0 )                                                                      \ 
    {                                                                                   \ 
        if( W <= 2 )                                                                    \ 
        {                                                                               \ 
            assert( Wd == 1 );                                                          \ 
            for( i = 0; i < H; i++, src += src_step, buf += channels )                  \ 
            {                                                                           \ 
                if( channels == 1 )                                                     \ 
                    buf[0] = PD_SINGULAR( src[1-Wn], src[0] );                          \ 
                else                                                                    \ 
                {                                                                       \ 
                    buf[0] = PD_SINGULAR( src[3-Wn], src[0] );                          \ 
                    buf[1] = PD_SINGULAR( src[4-Wn], src[1] );                          \ 
                    buf[2] = PD_SINGULAR( src[5-Wn], src[2] );                          \ 
                }                                                                       \ 
            }                                                                           \ 
        }                                                                               \ 
        else if( W == 3 && Wd == 1 || W > 3 && !(Wd & 1) )                              \ 
        {                                                                               \ 
            for( i = 0; i < H; i++, src += src_step, buf += channels )                  \ 
            {                                                                           \ 
                if( channels == 1 )                                                     \ 
                    buf[0] = PD_LT( src[-2], src[-1], src[0] );                         \ 
                else                                                                    \ 
                {                                                                       \ 
                    buf[0] = PD_LT( src[-6], src[-3], src[0] );                         \ 
                    buf[1] = PD_LT( src[-5], src[-2], src[1] );                         \ 
                    buf[2] = PD_LT( src[-4], src[-1], src[2] );                         \ 
                }                                                                       \ 
            }                                                                           \ 
        }                                                                               \ 
        else if( W == 3 )                                                               \ 
        {                                                                               \ 
            for( i = 0; i < H; i++, src += src_step, buf += channels*2 )                \ 
            {                                                                           \ 
                if( channels == 1 )                                                     \ 
                {                                                                       \ 
                    buf[0] = PD_LT( src[-2], src[-1], src[0] );                         \ 
                    buf[1] = PD_LT( src[0], src[-1], src[-2] );                         \ 
                }                                                                       \ 
                else                                                                    \ 
                {                                                                       \ 
                    buf[0] = PD_LT( src[-6], src[-3], src[0] );                         \ 
                    buf[1] = PD_LT( src[-5], src[-2], src[1] );                         \ 
                    buf[2] = PD_LT( src[-4], src[-1], src[2] );                         \ 
                    buf[3] = PD_LT( src[0], src[-3], src[-6] );                         \ 
                    buf[4] = PD_LT( src[1], src[-2], src[-5] );                         \ 
                    buf[5] = PD_LT( src[2], src[-1], src[-4] );                         \ 
                }                                                                       \ 
            }                                                                           \ 
        }                                                                               \ 
        else if( cols == 1 )                                                            \ 
        {                                                                               \ 
            for( i = 0; i < H; i++, src += src_step, buf += channels )                  \ 
            {                                                                           \ 
                if( channels == 1 )                                                     \ 
                    buf[0] = PD_FILTER( src[-4], src[-3], src[-2], src[-1], src[0]);    \ 
                else                                                                    \ 
                {                                                                       \ 
                    buf[0] = PD_FILTER( src[-12], src[-9], src[-6], src[-3], src[0]);   \ 
                    buf[1] = PD_FILTER( src[-11], src[-8], src[-5], src[-2], src[1]);   \ 
                    buf[2] = PD_FILTER( src[-10], src[-7], src[-4], src[-1], src[2]);   \ 
                }                                                                       \ 
            }                                                                           \ 
        }                                                                               \ 
        else                                                                            \ 
        {                                                                               \ 
            for( i = 0; i < H; i++, src += src_step, buf += channels*2 )                \ 
            {                                                                           \ 
                if( channels == 1 )                                                     \ 
                {                                                                       \ 
                    buf[0] = PD_FILTER( src[-4], src[-3], src[-2], src[-1], src[0] );   \ 
                    buf[1] = PD_LT( src[0], src[-1], src[-2] );                         \ 
                }                                                                       \ 
                else                                                                    \ 
                {                                                                       \ 
                    buf[0] = PD_FILTER( src[-12], src[-9], src[-6], src[-3], src[0] );  \ 
                    buf[1] = PD_FILTER( src[-11], src[-8], src[-5], src[-2], src[1] );  \ 
                    buf[2] = PD_FILTER( src[-10], src[-7], src[-4], src[-1], src[2] );  \ 
                    buf[3] = PD_LT( src[0], src[-3], src[-6] );                         \ 
                    buf[4] = PD_LT( src[1], src[-2], src[-5] );                         \ 
                    buf[5] = PD_LT( src[2], src[-1], src[-4] );                         \ 
                }                                                                       \ 
            }                                                                           \ 
        }                                                                               \ 
        buf = buf0;                                                                     \ 
    }                                                                                   \ 
                                                                                        \ 
    src = src2;                                                                         \ 
                                                                                        \ 
    /******************* STAGE 2. ******************/                                   \ 
                                                                                        \ 
    /* do vertical convolution of the pre-processed right columns, */                   \ 
    /* stored in buffer, and write results to the destination */                        \ 
    /* do vertical convolution of the 1-2 bottom rows */                                \ 
    /* and write results to the buffer */                                               \ 
    if( H <= 2 )                                                                        \ 
    {                                                                                   \ 
        if( cols > 0 )                                                                  \ 
        {                                                                               \ 
            assert( Hd == 1 );                                                          \ 
            for( j = 0; j < bufW; j++ )                                                 \ 
                dst[j] = (arrtype)_pd_scale_( PD_SINGULAR( buf[j], buf[j+(H-1)*bufW] ));\ 
        }                                                                               \ 
                                                                                        \ 
        if( rows > 0 )                                                                  \ 
        {                                                                               \ 
            for( j = 0; j < Wn; j++ )                                                   \ 
                buf[j] = PD_SINGULAR( src[j-src_step], src[j] );                        \ 
        }                                                                               \ 
    }                                                                                   \ 
    else if( H == 3 )                                                                   \ 
    {                                                                                   \ 
        if( cols > 0 )                                                                  \ 
        {                                                                               \ 
            for( j = 0; j < bufW; j++ )                                                 \ 
            {                                                                           \ 
                dst[j]= (arrtype)_pd_scale_(PD_LT( buf[j], buf[j+bufW], buf[j+bufW*2]));\ 
            }                                                                           \ 
            if( Hd == 2 )                                                               \ 
            {                                                                           \ 
                dst += dst_step;                                                        \ 
                for( j = 0; j < bufW; j++ )                                             \ 
                    dst[j] = (arrtype)_pd_scale_( PD_LT( buf[j+bufW*2],                 \ 
                                                  buf[j+bufW], buf[j] ));               \ 
            }                                                                           \ 
        }                                                                               \ 
                                                                                        \ 
        if( Hd == 1 )                                                                   \ 
        {                                                                               \ 
            for( j = 0; j < Wn; j++ )                                                   \ 
                buf[j] = PD_LT( src[j-src_step*2], src[j - src_step], src[j] );         \ 
        }                                                                               \ 
        else                                                                            \ 
        {                                                                               \ 
            for( j = 0; j < Wn; j++ )                                                   \ 
            {                                                                           \ 
                buf[j] = PD_LT( src[j-src_step*2], src[j - src_step], src[j] );         \ 
                buf[j+Wn] = PD_LT( src[j],src[j-src_step],src[j-src_step*2] );          \ 
            }                                                                           \ 
        }                                                                               \ 
    }                                                                                   \ 
    else                                                                                \ 
    {                                                                                   \ 
        if( cols > 0 )                                                                  \ 
        {                                                                               \ 
            /* top of the right border */                                               \ 
            for( j = 0; j < bufW; j++ )                                                 \ 
                dst[j]=(arrtype)_pd_scale_( PD_LT( buf[j], buf[j+bufW], buf[j+bufW*2]));\ 
                                                                                        \ 
            /* middle part of the right border */                                       \ 
            buf += bufW*2;                                                              \ 
            dst += dst_step;                                                            \ 
            for( i = 1; i < Hd_; i++, dst += dst_step, buf += bufW*2 )                  \ 
            {                                                                           \ 
                for( j = 0; j < bufW; j++ )                                             \ 
                    dst[j] = (arrtype)_pd_scale_( PD_FILTER( buf[j-bufW*2], buf[j-bufW],\ 
                                                  buf[j], buf[j+bufW], buf[j+bufW*2] ));\ 
            }                                                                           \ 
                                                                                        \ 
            /* bottom of the right border */                                            \ 
            if( !(H & 1) )                                                              \ 
            {                                                                           \ 
                for( j = 0; j < bufW; j++ )                                             \ 
                    dst[j] = (arrtype)_pd_scale_( PD_RB( buf[j-bufW*2], buf[j-bufW],    \ 
                                                         buf[j], buf[j+bufW] ));        \ 
            }                                                                           \ 
            else if( rows > 1 )                                                         \ 
            {                                                                           \ 
                for( j = 0; j < bufW; j++ )                                             \ 
                    dst[j]=(arrtype)_pd_scale_( PD_LT( buf[j-bufW*2],                   \ 
                                                buf[j-bufW], buf[j]));                  \ 
            }                                                                           \ 
                                                                                        \ 
            buf = buf0;                                                                 \ 
        }                                                                               \ 
                                                                                        \ 
        if( rows > 0 )                                                                  \ 
        {                                                                               \ 
            if( !(H & 1) )                                                              \ 
            {                                                                           \ 
                for( j = 0; j < Wn; j++ )                                               \ 
                    buf[j] = PD_LT( src[j], src[j-src_step], src[j-src_step*2] );       \ 
            }                                                                           \ 
            else if( cols == 1 )                                                        \ 
            {                                                                           \ 
                for( j = 0; j < Wn; j++ )                                               \ 
                    buf[j] = PD_FILTER( src[j-src_step*4], src[j-src_step*3],           \ 
                                        src[j-src_step*2], src[j-src_step], src[j] );   \ 
            }                                                                           \ 
            else                                                                        \ 
            {                                                                           \ 
                for( j = 0; j < Wn; j++ )                                               \ 
                {                                                                       \ 
                    buf[j] = PD_FILTER( src[j-src_step*4], src[j-src_step*3],           \ 
                                        src[j-src_step*2], src[j-src_step], src[j] );   \ 
                    buf[j+Wn] = PD_LT( src[j], src[j-src_step], src[j-src_step*2] );    \ 
                }                                                                       \ 
            }                                                                           \ 
        }                                                                               \ 
    }                                                                                   \ 
                                                                                        \ 
                                                                                        \ 
    /******************* STAGE 3. ******************/                                   \ 
                                                                                        \ 
    /* do horizontal convolution of the pre-processed bottom rows,*/                    \ 
    /* stored in buffer, and write results to the destination */                        \ 
    if( rows > 0 )                                                                      \ 
    {                                                                                   \ 
        dst = dst2;                                                                     \ 
                                                                                        \ 
        if( W <= 2 )                                                                    \ 
        {                                                                               \ 
            assert( Wd == 1 );                                                          \ 
            for( ; rows--; dst += dst_step, buf += Wn )                                 \ 
            {                                                                           \ 
                if( channels == 1 )                                                     \ 
                    dst[0] = (arrtype)_pd_scale_( PD_SINGULAR( buf[0], buf[Wn-1] ));    \ 
                else                                                                    \ 
                {                                                                       \ 
                    dst[0] = (arrtype)_pd_scale_( PD_SINGULAR( buf[0], buf[Wn-3] ));    \ 
                    dst[1] = (arrtype)_pd_scale_( PD_SINGULAR( buf[1], buf[Wn-2] ));    \ 
                    dst[2] = (arrtype)_pd_scale_( PD_SINGULAR( buf[2], buf[Wn-1] ));    \ 
                }                                                                       \ 
            }                                                                           \ 
        }                                                                               \ 
        else if( W == 3 )                                                               \ 
        {                                                                               \ 
            if( Wd == 1 )                                                               \ 
            {                                                                           \ 
                for( ; rows--; dst += dst_step, buf += Wn )                             \ 
                {                                                                       \ 
                    if( channels == 1 )                                                 \ 
                        dst[0] = (arrtype)_pd_scale_( PD_LT(buf[0], buf[1], buf[2] ));  \ 
                    else                                                                \ 
                    {                                                                   \ 
                        dst[0] = (arrtype)_pd_scale_( PD_LT(buf[0], buf[3], buf[6] ));  \ 
                        dst[1] = (arrtype)_pd_scale_( PD_LT(buf[1], buf[4], buf[7] ));  \ 
                        dst[2] = (arrtype)_pd_scale_( PD_LT(buf[2], buf[5], buf[8] ));  \ 
                    }                                                                   \ 
                }                                                                       \ 
            }                                                                           \ 
            else                                                                        \ 
            {                                                                           \ 
                for( ; rows--; dst += dst_step, buf += Wn )                             \ 
                {                                                                       \ 
                    if( channels == 1 )                                                 \ 
                    {                                                                   \ 
                        dst[0] = (arrtype)_pd_scale_( PD_LT(buf[0], buf[1], buf[2] ));  \ 
                        dst[1] = (arrtype)_pd_scale_( PD_LT(buf[2], buf[1], buf[0] ));  \ 
                    }                                                                   \ 
                    else                                                                \ 
                    {                                                                   \ 
                        dst[0] = (arrtype)_pd_scale_( PD_LT(buf[0], buf[3], buf[6] ));  \ 
                        dst[1] = (arrtype)_pd_scale_( PD_LT(buf[1], buf[4], buf[7] ));  \ 
                        dst[2] = (arrtype)_pd_scale_( PD_LT(buf[2], buf[5], buf[8] ));  \ 
                        dst[3] = (arrtype)_pd_scale_( PD_LT(buf[6], buf[3], buf[0] ));  \ 
                        dst[4] = (arrtype)_pd_scale_( PD_LT(buf[7], buf[4], buf[1] ));  \ 
                        dst[5] = (arrtype)_pd_scale_( PD_LT(buf[8], buf[5], buf[2] ));  \ 
                    }                                                                   \ 
                }                                                                       \ 
            }                                                                           \ 
        }                                                                               \ 
        else                                                                            \ 
        {                                                                               \ 
            for( ; rows--; dst += dst_step, buf += Wn )                                 \ 
            {                                                                           \ 
                if( channels == 1 )                                                     \ 
                {                                                                       \ 
                    /* left part of the bottom row */                                   \ 
                    dst[0] = (arrtype)_pd_scale_( PD_LT( buf[0], buf[1], buf[2] ));     \ 
                                                                                        \ 
                    /* middle part of the bottom row */                                 \ 
                    for( i = 1; i < Wd_; i++ )                                          \ 
                    {                                                                   \ 
                        dst[i] = (arrtype)_pd_scale_( PD_FILTER(buf[i*2-2], buf[i*2-1], \ 
                                                    buf[i*2],buf[i*2+1], buf[i*2+2] )); \ 
                    }                                                                   \ 
                                                                                        \ 
                    /* right part of the bottom row */                                  \ 
                    if( !(W & 1) )                                                      \ 
                        dst[i] = (arrtype)_pd_scale_( PD_RB( buf[i*2-2],buf[i*2-1],     \ 
                                                    buf[i*2], buf[i*2+1] ));            \ 
                    else if( cols > 1 )                                                 \ 
                        dst[i] = (arrtype)_pd_scale_( PD_LT( buf[i*2-2],                \ 
                                                    buf[i*2-1], buf[i*2] ));            \ 
                }                                                                       \ 
                else                                                                    \ 
                {                                                                       \ 
                    /* left part of the bottom row */                                   \ 
                    dst[0] = (arrtype)_pd_scale_( PD_LT( buf[0], buf[3], buf[6] ));     \ 
                    dst[1] = (arrtype)_pd_scale_( PD_LT( buf[1], buf[4], buf[7] ));     \ 
                    dst[2] = (arrtype)_pd_scale_( PD_LT( buf[2], buf[5], buf[8] ));     \ 
                                                                                        \ 
                    /* middle part of the bottom row */                                 \ 
                    for( i = 3; i < Wd_*3; i++ )                                        \ 
                    {                                                                   \ 
                        dst[i] = (arrtype)_pd_scale_( PD_FILTER(buf[i*2-6], buf[i*2-3], \ 
                                                      buf[i*2],buf[i*2+3], buf[i*2+6]));\ 
                    }                                                                   \ 
                                                                                        \ 
                    /* right part of the bottom row */                                  \ 
                    if( !(W & 1) )                                                      \ 
                    {                                                                   \ 
                        dst[i] = (arrtype)_pd_scale_( PD_RB( buf[i*2-6],buf[i*2-3],     \ 
                                                    buf[i*2], buf[i*2+3] ));            \ 
                        dst[i+1] = (arrtype)_pd_scale_( PD_RB( buf[i*2-5],buf[i*2-2],   \ 
                                                    buf[i*2+1], buf[i*2+4] ));          \ 
                        dst[i+2] = (arrtype)_pd_scale_( PD_RB( buf[i*2-4],buf[i*2-1],   \ 
                                                    buf[i*2+2], buf[i*2+5] ));          \ 
                    }                                                                   \ 
                    else if( cols > 1 )                                                 \ 
                    {                                                                   \ 
                        dst[i] = (arrtype)_pd_scale_( PD_LT( buf[i*2-6], buf[i*2-3], buf[i*2] ));   \ 
                        dst[i+1] = (arrtype)_pd_scale_( PD_LT( buf[i*2-5], buf[i*2-2], buf[i*2+1]));\ 
                        dst[i+2] = (arrtype)_pd_scale_( PD_LT( buf[i*2-4], buf[i*2-1], buf[i*2+2]));\ 
                    }                                                                   \ 
                }                                                                       \ 
            }                                                                           \ 
        }                                                                               \ 
    }                                                                                   \ 
                                                                                        \ 
    if( !local_alloc )                                                                  \ 
        cvFree( (void**)&buf0 );                                                        \ 
                                                                                        \ 
    return CV_OK;                                                                       \ 
} 
 
 
#define ICV_DEF_INIT_PYR_TABLE( FUNCNAME )                          \ 
static void icvInit##FUNCNAME##Table( CvFuncTable* tab )            \ 
{                                                                   \ 
    tab->fn_2d[CV_8U] = (void*)icv##FUNCNAME##_8u_CnR;              \ 
    tab->fn_2d[CV_8S] = 0;                                          \ 
    tab->fn_2d[CV_32F] = (void*)icv##FUNCNAME##_32f_CnR;            \ 
    tab->fn_2d[CV_64F] = (void*)icv##FUNCNAME##_64f_CnR;            \ 
} 
 
static void icvInitPyrDownBorderTable( CvFuncTable* tab ); 
 
ICV_DEF_INIT_PYR_TABLE( PyrUpG5x5 ) 
ICV_DEF_INIT_PYR_TABLE( PyrDownG5x5 ) 
 
typedef CvStatus (CV_STDCALL * CvPyrDownBorderFunc)( const void* src, int srcstep, 
                                                     CvSize srcsize, void* dst, 
                                                     int dststep, CvSize dstsize, int cn ); 
 
////////////////////////////// IPP pyramid functions ///////////////////////////////////// 
 
icvPyrDown_Gauss5x5_8u_C1R_t icvPyrDown_Gauss5x5_8u_C1R_p = 0;  
icvPyrDown_Gauss5x5_8u_C3R_t icvPyrDown_Gauss5x5_8u_C3R_p = 0;  
icvPyrDown_Gauss5x5_32f_C1R_t icvPyrDown_Gauss5x5_32f_C1R_p = 0;  
icvPyrDown_Gauss5x5_32f_C3R_t icvPyrDown_Gauss5x5_32f_C3R_p = 0;  
 
icvPyrUp_Gauss5x5_8u_C1R_t icvPyrUp_Gauss5x5_8u_C1R_p = 0;  
icvPyrUp_Gauss5x5_8u_C3R_t icvPyrUp_Gauss5x5_8u_C3R_p = 0;  
icvPyrUp_Gauss5x5_32f_C1R_t icvPyrUp_Gauss5x5_32f_C1R_p = 0;  
icvPyrUp_Gauss5x5_32f_C3R_t icvPyrUp_Gauss5x5_32f_C3R_p = 0;  
 
icvPyrUpGetBufSize_Gauss5x5_t icvPyrUpGetBufSize_Gauss5x5_p = 0; 
icvPyrDownGetBufSize_Gauss5x5_t icvPyrDownGetBufSize_Gauss5x5_p = 0; 
 
typedef CvStatus (CV_STDCALL * CvPyramidFunc) 
( const void* src, int srcstep, void* dst, 
  int dststep, CvSize size, void* buffer, int cn ); 
 
typedef CvStatus (CV_STDCALL * CvPyramidIPPFunc) 
( const void* src, int srcstep, void* dst, int dststep, CvSize size, void* buffer ); 
 
////////////////////////////////////////////////////////////////////////////////////////// 
 
/****************************************************************************************\ 
*                                 External functions                                     * 
\****************************************************************************************/ 
 
CV_IMPL void 
cvPyrUp( const void* srcarr, void* dstarr, int _filter ) 
{ 
    static CvFuncTable pyrup_tab; 
    static int inittab = 0; 
     
    void *buffer = 0; 
    int local_alloc = 0; 
 
    CV_FUNCNAME( "cvPyrUp" ); 
 
    __BEGIN__; 
 
    int coi1 = 0, coi2 = 0; 
    int buffer_size = 0; 
    int type, depth, cn; 
    CvMat srcstub, *src = (CvMat*)srcarr; 
    CvMat dststub, *dst = (CvMat*)dstarr; 
    CvFilter filter = (CvFilter) _filter; 
    CvPyramidFunc func; 
    CvPyramidIPPFunc ipp_func = 0; 
    int use_ipp = 0; 
    CvSize size; 
 
    if( !inittab ) 
    { 
        icvInitPyrUpG5x5Table( &pyrup_tab ); 
        inittab = 1; 
    } 
 
    CV_CALL( src = cvGetMat( src, &srcstub, &coi1 )); 
    CV_CALL( dst = cvGetMat( dst, &dststub, &coi2 )); 
 
    if( coi1 != 0 || coi2 != 0 ) 
        CV_ERROR( CV_BadCOI, "" ); 
 
    if( filter != CV_GAUSSIAN_5x5 ) 
        CV_ERROR( CV_StsBadArg, "this filter type not supported" ); 
 
    if( !CV_ARE_TYPES_EQ( src, dst )) 
        CV_ERROR( CV_StsUnmatchedFormats, "" ); 
 
    if( src->cols*2 != dst->cols || src->rows*2 != dst->rows ) 
        CV_ERROR( CV_StsUnmatchedSizes, "" ); 
 
    size = cvGetMatSize(src); 
    type = CV_MAT_TYPE(src->type); 
    depth = CV_MAT_DEPTH(type); 
    cn = CV_MAT_CN(type); 
 
    if( cn != 1 && cn != 3 ) 
        CV_ERROR( CV_StsUnsupportedFormat, "The images must have 1 or 3 channel" ); 
 
    func = (CvPyramidFunc)pyrup_tab.fn_2d[depth]; 
 
    if( !func ) 
        CV_ERROR( CV_StsUnsupportedFormat, "" ); 
 
    if( icvPyrUpGetBufSize_Gauss5x5_p ) 
    { 
        ipp_func = type == CV_8UC1 ? icvPyrUp_Gauss5x5_8u_C1R_p : 
                   type == CV_8UC3 ? icvPyrUp_Gauss5x5_8u_C3R_p : 
                   type == CV_32FC1 ? icvPyrUp_Gauss5x5_32f_C1R_p : 
                   type == CV_32FC3 ? icvPyrUp_Gauss5x5_32f_C3R_p : 0; 
 
        use_ipp = ipp_func && icvPyrUpGetBufSize_Gauss5x5_p( size.width, 
                    icvDepthToDataType(type), cn, &buffer_size ) >= 0; 
    } 
 
    if( !use_ipp ) 
        icvPyrUpG5x5_GetBufSize( size.width, icvDepthToDataType(type), cn, &buffer_size ); 
 
    if( buffer_size <= CV_MAX_LOCAL_SIZE ) 
    { 
        buffer = cvStackAlloc( buffer_size ); 
        local_alloc = 1; 
    } 
    else 
        CV_CALL( buffer = cvAlloc( buffer_size )); 
 
    if( !use_ipp ) 
        func( src->data.ptr, src->step, dst->data.ptr, dst->step, size, buffer, cn ); 
    else 
        IPPI_CALL( ipp_func( src->data.ptr, src->step ? src->step : CV_STUB_STEP, 
            dst->data.ptr, dst->step ? dst->step : CV_STUB_STEP, size, buffer )); 
    __END__; 
 
    if( buffer && !local_alloc ) 
        cvFree( &buffer ); 
} 
 
 
CV_IMPL void 
cvPyrDown( const void* srcarr, void* dstarr, int _filter ) 
{ 
    static CvFuncTable pyrdown_tab; 
    static CvFuncTable pyrdownborder_tab; 
    static int inittab = 0; 
     
    void *buffer = 0; 
    int local_alloc = 0; 
 
    CV_FUNCNAME( "cvPyrDown" ); 
 
    __BEGIN__; 
 
    int coi1 = 0, coi2 = 0; 
    int buffer_size = 0; 
    int type, depth, cn; 
    CvMat srcstub, *src = (CvMat*)srcarr; 
    CvMat dststub, *dst = (CvMat*)dstarr; 
    CvFilter filter = (CvFilter) _filter; 
    CvPyramidFunc func; 
    CvPyramidIPPFunc ipp_func = 0; 
    int use_ipp = 0; 
    CvSize src_size, src_size2, dst_size; 
 
    if( !inittab ) 
    { 
        icvInitPyrDownG5x5Table( &pyrdown_tab ); 
        icvInitPyrDownBorderTable( &pyrdownborder_tab ); 
        inittab = 1; 
    } 
 
    CV_CALL( src = cvGetMat( src, &srcstub, &coi1 )); 
    CV_CALL( dst = cvGetMat( dst, &dststub, &coi2 )); 
 
    if( coi1 != 0 || coi2 != 0 ) 
        CV_ERROR( CV_BadCOI, "" ); 
 
    if( filter != CV_GAUSSIAN_5x5 ) 
        CV_ERROR( CV_StsBadArg, "this filter type not supported" ); 
 
    if( !CV_ARE_TYPES_EQ( src, dst )) 
        CV_ERROR( CV_StsUnmatchedFormats, "" ); 
 
    src_size = cvGetMatSize(src); 
    dst_size = cvGetMatSize(dst); 
    src_size2.width = src_size.width & -2; 
    src_size2.height = src_size.height & -2; 
 
    if( (unsigned)(dst_size.width - src_size.width/2) > 1 || 
        (unsigned)(dst_size.height - src_size.height/2) > 1 ) 
        CV_ERROR( CV_StsUnmatchedSizes, "" ); 
 
    // current restriction of PyrDownBorder*  
    if( src_size.width <= 2 && dst_size.width != 1 || 
        src_size.height <= 2 && dst_size.height != 1 ) 
        CV_ERROR( CV_StsUnmatchedSizes, "" ); 
 
    /*if( src->data.ptr == dst->data.ptr ) 
        CV_ERROR( CV_StsInplaceNotSupported, "" );*/ 
 
    type = CV_MAT_TYPE(src->type); 
    depth = CV_MAT_DEPTH(type); 
    cn = CV_MAT_CN(type); 
 
    if( cn != 1 && cn != 3 ) 
        CV_ERROR( CV_StsUnsupportedFormat, "The images must have 1 or 3 channel" ); 
 
    func = (CvPyramidFunc)pyrdown_tab.fn_2d[depth]; 
 
    if( !func ) 
        CV_ERROR( CV_StsUnsupportedFormat, "" ); 
 
    if( icvPyrDownGetBufSize_Gauss5x5_p ) 
    { 
        ipp_func = type == CV_8UC1 ? icvPyrDown_Gauss5x5_8u_C1R_p : 
                   type == CV_8UC3 ? icvPyrDown_Gauss5x5_8u_C3R_p : 
                   type == CV_32FC1 ? icvPyrDown_Gauss5x5_32f_C1R_p : 
                   type == CV_32FC3 ? icvPyrDown_Gauss5x5_32f_C3R_p : 0; 
 
        use_ipp = ipp_func && icvPyrDownGetBufSize_Gauss5x5_p( src_size2.width, 
                    icvDepthToDataType(type), cn, &buffer_size ) >= 0; 
    } 
 
    if( !use_ipp ) 
        icvPyrDownG5x5_GetBufSize( src_size2.width, 
            icvDepthToDataType(type), cn, &buffer_size ); 
 
    if( buffer_size <= CV_MAX_LOCAL_SIZE ) 
    { 
        buffer = cvStackAlloc( buffer_size ); 
        local_alloc = 1; 
    } 
    else 
        CV_CALL( buffer = cvAlloc( buffer_size )); 
 
    if( !use_ipp ) 
        func( src->data.ptr, src->step, dst->data.ptr, 
              dst->step, src_size2, buffer, cn ); 
    else 
        IPPI_CALL( ipp_func( src->data.ptr, src->step ? src->step : CV_STUB_STEP, 
            dst->data.ptr, dst->step ? dst->step : CV_STUB_STEP, src_size2, buffer )); 
 
    if( src_size.width != dst_size.width*2 || src_size.height != dst_size.height*2 ) 
    { 
        CvPyrDownBorderFunc border_func = (CvPyrDownBorderFunc) 
                            pyrdownborder_tab.fn_2d[CV_MAT_DEPTH(type)]; 
 
        if( !border_func ) 
            CV_ERROR( CV_StsUnsupportedFormat, "" ); 
 
        IPPI_CALL( border_func( src->data.ptr, src->step, src_size, 
                                dst->data.ptr, dst->step, dst_size, CV_MAT_CN(type) )); 
    } 
 
    __END__; 
 
    if( buffer && !local_alloc ) 
        cvFree( &buffer ); 
} 
 
 
/* MSVC .NET 2003 spends a long time building this, thus, as the code 
   is not performance-critical, we turn off the optimization here */ 
#if defined _MSC_VER && _MSC_VER > 1300 && !defined CV_ICC 
#pragma optimize("", off) 
#endif 
 
ICV_DEF_PYR_BORDER_FUNC( 8u, uchar, int, PD_SCALE_INT ) 
ICV_DEF_PYR_BORDER_FUNC( 32f, float, float, PD_SCALE_FLT ) 
ICV_DEF_PYR_BORDER_FUNC( 64f, double, double, PD_SCALE_FLT ) 
 
#define ICV_DEF_INIT_PYR_BORDER_TABLE( FUNCNAME )                   \ 
static void icvInit##FUNCNAME##Table( CvFuncTable* tab )            \ 
{                                                                   \ 
    tab->fn_2d[CV_8U] = (void*)icv##FUNCNAME##_8u_CnR;              \ 
    tab->fn_2d[CV_8S] = 0;                                          \ 
    tab->fn_2d[CV_32F] = (void*)icv##FUNCNAME##_32f_CnR;            \ 
    tab->fn_2d[CV_64F] = (void*)icv##FUNCNAME##_64f_CnR;            \ 
} 
 
ICV_DEF_INIT_PYR_BORDER_TABLE( PyrDownBorder ) 
 
/* End of file. */