canny.cpp

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#include <opencv2/imgproc.hpp>
#include <opencv2/core.hpp>

namespace tuw {
CV_IMPL void tuwCanny( const void* srcarr, void* dstarr, void* gradientarr, void* directionarr, void* dxarr, void* dyarr,
                      double low_thresh, double high_thresh,
                      int aperture_size )
{
    cv::AutoBuffer<char> buffer;
    std::vector<uchar*> stack;
    uchar **stack_top = 0, **stack_bottom = 0;

    CvMat srcstub, *src = cvGetMat( srcarr, &srcstub );
    CvMat dststub, *dst = cvGetMat( dstarr, &dststub );
    CvMat dstgrad, *gra = cvGetMat( gradientarr, &dstgrad );  // Added by Markus Bader
    CvMat dstdir, *dir = cvGetMat( directionarr, &dstdir );  // Added by Markus Bader
    CvMat *dx = cvGetMat( dxarr, &dstgrad );  // Added by Markus Bader
    CvMat *dy = cvGetMat( dyarr, &dstdir );  // Added by Markus Bader
    CvSize size;
    int flags = aperture_size;
    int low, high;
    int* mag_buf[3];
    uchar* map;
    int mapstep, maxsize;
    int i, j;
    CvMat mag_row;

    if( CV_MAT_TYPE( gra->type ) != CV_16UC1 || // Added by Markus Bader
        CV_MAT_TYPE( dir->type ) != CV_16UC1 ) // Added by Markus Bader
        CV_Error( CV_StsUnsupportedFormat, "gradientarr or directionarr are not CV_16UC1" ); // Added by Markus Bader
    if( CV_MAT_TYPE( dx->type ) != CV_16SC1 || // Added by Markus Bader
        CV_MAT_TYPE( dy->type ) != CV_16SC1 ) // Added by Markus Bader
        CV_Error( CV_StsUnsupportedFormat, "sobel_dx or sobel_dy are not CV_16SC1" ); // Added by Markus Bader
    if( CV_MAT_TYPE( src->type ) != CV_8UC1 ||
        CV_MAT_TYPE( dst->type ) != CV_8UC1 )
        CV_Error( CV_StsUnsupportedFormat, "" );

    if( !CV_ARE_SIZES_EQ( src, dst ))
        CV_Error( CV_StsUnmatchedSizes, "" );

    if( low_thresh > high_thresh )
    {
        double t;
        CV_SWAP( low_thresh, high_thresh, t );
    }

    aperture_size &= INT_MAX;
    if( (aperture_size & 1) == 0 || aperture_size < 3 || aperture_size > 7 )
        CV_Error( CV_StsBadFlag, "" );

    size.width = src->cols;
    size.height = src->rows;

    // dx = cvCreateMat( size.height, size.width, CV_16SC1 );  // Removed by Markus Bader
    // dy = cvCreateMat( size.height, size.width, CV_16SC1 );  // Removed by Markus Bader
    cvSobel( src, dx, 1, 0, aperture_size );
    cvSobel( src, dy, 0, 1, aperture_size );

    /*if( icvCannyGetSize_p && icvCanny_16s8u_C1R_p && !(flags & CV_CANNY_L2_GRADIENT) )
    {
        int buf_size=  0;
        IPPI_CALL( icvCannyGetSize_p( size, &buf_size ));
        CV_CALL( buffer = cvAlloc( buf_size ));
        IPPI_CALL( icvCanny_16s8u_C1R_p( (short*)dx->data.ptr, dx->step,
                                     (short*)dy->data.ptr, dy->step,
                                     dst->data.ptr, dst->step,
                                     size, (float)low_thresh,
                                     (float)high_thresh, buffer ));
        EXIT;
    }*/

    if( flags & CV_CANNY_L2_GRADIENT )
    {
        Cv32suf ul, uh;
        ul.f = (float)low_thresh;
        uh.f = (float)high_thresh;

        low = ul.i;
        high = uh.i;
    }
    else
    {
        low = cvFloor( low_thresh );
        high = cvFloor( high_thresh );
    }

    buffer.allocate( (size.width+2)*(size.height+2) + (size.width+2)*3*sizeof(int) );

    mag_buf[0] = (int*)(char*)buffer;
    mag_buf[1] = mag_buf[0] + size.width + 2;
    mag_buf[2] = mag_buf[1] + size.width + 2;
    map = (uchar*)(mag_buf[2] + size.width + 2);
    mapstep = size.width + 2;

    maxsize = MAX( 1 << 10, size.width*size.height/10 );
    stack.resize( maxsize );
    stack_top = stack_bottom = &stack[0];

    memset( mag_buf[0], 0, (size.width+2)*sizeof(int) );
    memset( map, 1, mapstep );
    memset( map + mapstep*(size.height + 1), 1, mapstep );

    /* sector numbers 
       (Top-Left Origin)

        1   2   3
         *  *  * 
          * * *  
        0*******0
          * * *  
         *  *  * 
        3   2   1
    */

    #define CANNY_PUSH(d)    *(d) = (uchar)2, *stack_top++ = (d)
    #define CANNY_POP(d)     (d) = *--stack_top

    mag_row = cvMat( 1, size.width, CV_32F );

    // calculate magnitude and angle of gradient, perform non-maxima supression.
    // fill the map with one of the following values:
    //   0 - the pixel might belong to an edge
    //   1 - the pixel can not belong to an edge
    //   2 - the pixel does belong to an edge
    for( i = 0; i <= size.height; i++ )
    {
        int* _mag = mag_buf[(i > 0) + 1] + 1;
        float* _magf = (float*)_mag;
        const short* _dx = (short*)(dx->data.ptr + dx->step*i);
        const short* _dy = (short*)(dy->data.ptr + dy->step*i);
        uchar* _map;
        int x, y;
        int magstep1, magstep2;
        int prev_flag = 0;

        if( i < size.height )
        {
            _mag[-1] = _mag[size.width] = 0;

            if( !(flags & CV_CANNY_L2_GRADIENT) )
                for( j = 0; j < size.width; j++ )
                    _mag[j] = abs(_dx[j]) + abs(_dy[j]);
            /*else if( icvFilterSobelVert_8u16s_C1R_p != 0 ) // check for IPP
            {
                // use vectorized sqrt
                mag_row.data.fl = _magf;
                for( j = 0; j < size.width; j++ )
                {
                    x = _dx[j]; y = _dy[j];
                    _magf[j] = (float)((double)x*x + (double)y*y);
                }
                cvPow( &mag_row, &mag_row, 0.5 );
            }*/
            else
            {
                for( j = 0; j < size.width; j++ )
                {
                    x = _dx[j]; y = _dy[j];
                    _magf[j] = (float)std::sqrt((double)x*x + (double)y*y);
                }
            }
        }
        else
            memset( _mag-1, 0, (size.width + 2)*sizeof(int) );

        // at the very beginning we do not have a complete ring
        // buffer of 3 magnitude rows for non-maxima suppression
        if( i == 0 )
            continue;

        _map = map + mapstep*i + 1;
        _map[-1] = _map[size.width] = 1;
        
        _mag = mag_buf[1] + 1; // take the central row
        _dx = (short*)(dx->data.ptr + dx->step*(i-1));
        _dy = (short*)(dy->data.ptr + dy->step*(i-1));
        
        magstep1 = (int)(mag_buf[2] - mag_buf[1]);
        magstep2 = (int)(mag_buf[0] - mag_buf[1]);

        if( (stack_top - stack_bottom) + size.width > maxsize )
        {
            int sz = (int)(stack_top - stack_bottom);
            maxsize = MAX( maxsize * 3/2, maxsize + 8 );
            stack.resize(maxsize);
            stack_bottom = &stack[0];
            stack_top = stack_bottom + sz;
        }

        for( j = 0; j < size.width; j++ )
        {
            #define CANNY_SHIFT 15
            #define TG22  (int)(0.4142135623730950488016887242097*(1<<CANNY_SHIFT) + 0.5)

            x = _dx[j];
            y = _dy[j];
            int s = x ^ y;
            int m = _mag[j];

            x = abs(x);
            y = abs(y);
            if( m > low )
            {
                int tg22x = x * TG22;
                int tg67x = tg22x + ((x + x) << CANNY_SHIFT);

                y <<= CANNY_SHIFT;

                if( y < tg22x )
                {
                    if( m > _mag[j-1] && m >= _mag[j+1] )
                    {
                        if( m > high && !prev_flag && _map[j-mapstep] != 2 )
                        {
                            CANNY_PUSH( _map + j );
                            prev_flag = 1;
                        }
                        else
                            _map[j] = (uchar)0;
                        continue;
                    }
                }
                else if( y > tg67x )
                {
                    if( m > _mag[j+magstep2] && m >= _mag[j+magstep1] )
                    {
                        if( m > high && !prev_flag && _map[j-mapstep] != 2 )
                        {
                            CANNY_PUSH( _map + j );
                            prev_flag = 1;
                        }
                        else
                            _map[j] = (uchar)0;
                        continue;
                    }
                }
                else
                {
                    s = s < 0 ? -1 : 1;
                    if( m > _mag[j+magstep2-s] && m > _mag[j+magstep1+s] )
                    {
                        if( m > high && !prev_flag && _map[j-mapstep] != 2 )
                        {
                            CANNY_PUSH( _map + j );
                            prev_flag = 1;
                        }
                        else
                            _map[j] = (uchar)0;
                        continue;
                    }
                }
            }
            prev_flag = 0;
            _map[j] = (uchar)1;
        }

        // scroll the ring buffer
        _mag = mag_buf[0];
        mag_buf[0] = mag_buf[1];
        mag_buf[1] = mag_buf[2];
        mag_buf[2] = _mag;
    }

    // now track the edges (hysteresis thresholding)
    while( stack_top > stack_bottom )
    {
        uchar* m;
        if( (stack_top - stack_bottom) + 8 > maxsize )
        {
            int sz = (int)(stack_top - stack_bottom);
            maxsize = MAX( maxsize * 3/2, maxsize + 8 );
            stack.resize(maxsize);
            stack_bottom = &stack[0];
            stack_top = stack_bottom + sz;
        }

        CANNY_POP(m);
    
        if( !m[-1] )
            CANNY_PUSH( m - 1 );
        if( !m[1] )
            CANNY_PUSH( m + 1 );
        if( !m[-mapstep-1] )
            CANNY_PUSH( m - mapstep - 1 );
        if( !m[-mapstep] )
            CANNY_PUSH( m - mapstep );
        if( !m[-mapstep+1] )
            CANNY_PUSH( m - mapstep + 1 );
        if( !m[mapstep-1] )
            CANNY_PUSH( m + mapstep - 1 );
        if( !m[mapstep] )
            CANNY_PUSH( m + mapstep );
        if( !m[mapstep+1] )
            CANNY_PUSH( m + mapstep + 1 );
    }

    // the final pass, form the final image
    for( i = 0; i < size.height; i++ )
    {
        const uchar* _map = map + mapstep*(i+1) + 1;
        uchar* _dst = dst->data.ptr + dst->step*i;
        
        
        unsigned short* _dir = (unsigned short*)(dir->data.ptr + dir->step*i); // Added by Markus Bader
        unsigned short* _gra = (unsigned short*)(gra->data.ptr + gra->step*i); // Added by Markus Bader
        const short* _dx = (short*)(dx->data.ptr + dx->step*i); // Added by Markus Bader
        const short* _dy = (short*)(dy->data.ptr + dy->step*i); // Added by Markus Bader
        
        for( j = 0; j < size.width; j++ ){
            _dst[j] = (uchar)-(_map[j] >> 1);
            if(_dst[j]) { // Added by Markus Bader
              _dir[j] = (unsigned short) cvFastArctan(_dy[j], _dx[j]); // Added by Markus Bader
              _gra[j] = cvSqrt(_dx[j]*_dx[j] + _dy[j]*_dy[j]);  // Added by Markus Bader
            } else { // Added by Markus Bader
              _dir[j] = 0;  // Added by Markus Bader
              _gra[j] = 0;  // Added by Markus Bader
            } // Added by Markus Bader
        }
    }
}

void Canny( const cv::Mat& image, cv::Mat& edges, cv::Mat& gradient, cv::Mat& direction, cv::Mat& sobel_dx, cv::Mat& sobel_dy,
                double threshold1, double threshold2,
                int apertureSize, bool L2gradient )
{
    cv::Mat src = image;
    edges.create(src.size(), CV_8U);
    gradient.create(src.size(), CV_16UC1);
    direction.create(src.size(), CV_16UC1);
    sobel_dx.create(src.size(), CV_16SC1);
    sobel_dy.create(src.size(), CV_16SC1);
    CvMat _src = src, _dst = edges, _gradientarr = gradient, _directionarr = direction, dxarr = sobel_dx, dyarr = sobel_dy;
    tuwCanny( &_src, &_dst, &_gradientarr, &_directionarr, &dxarr, &dyarr, threshold1, threshold2,
        apertureSize + (L2gradient ? CV_CANNY_L2_GRADIENT : 0));
}
};

/* End of file. */