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@ -41,70 +41,32 @@ |
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#include "precomp.hpp" |
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CV_IMPL void cvCanny( const void* srcarr, void* dstarr, |
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double low_thresh, double high_thresh, |
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int aperture_size ) |
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void cv::Canny( InputArray _src, OutputArray _dst, |
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double low_thresh, double high_thresh, |
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int aperture_size, bool L2gradient ) |
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{ |
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Mat src = _src.getMat(); |
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CV_Assert( src.depth() == CV_8U ); |
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_dst.create(src.size(), CV_8U); |
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Mat dst = _dst.getMat(); |
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#ifdef HAVE_TEGRA_OPTIMIZATION |
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if (tegra::canny(cv::cvarrToMat(srcarr), cv::cvarrToMat(dstarr), low_thresh, high_thresh, |
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aperture_size & ~CV_CANNY_L2_GRADIENT, (aperture_size & CV_CANNY_L2_GRADIENT) == CV_CANNY_L2_GRADIENT)) |
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if (tegra::canny(src, dst, low_thresh, high_thresh, aperture_size, L2gradient)) |
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return; |
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#endif |
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cv::Ptr<CvMat> dx, dy; |
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cv::AutoBuffer<char> buffer; |
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std::vector<uchar*> stack; |
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uchar **stack_top = 0, **stack_bottom = 0; |
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CvMat srcstub, *src = cvGetMat( srcarr, &srcstub ); |
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CvMat dststub, *dst = cvGetMat( dstarr, &dststub ); |
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CvSize size; |
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int flags = aperture_size; |
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int low, high; |
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int* mag_buf[3]; |
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uchar* map; |
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ptrdiff_t mapstep; |
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int maxsize; |
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int i, j; |
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CvMat mag_row; |
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if( CV_MAT_TYPE( src->type ) != CV_8UC1 || |
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CV_MAT_TYPE( dst->type ) != CV_8UC1 ) |
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CV_Error( CV_StsUnsupportedFormat, "" ); |
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if( !CV_ARE_SIZES_EQ( src, dst )) |
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CV_Error( CV_StsUnmatchedSizes, "" ); |
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if( low_thresh > high_thresh ) |
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{ |
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double t; |
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CV_SWAP( low_thresh, high_thresh, t ); |
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} |
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std::swap(low_thresh, high_thresh); |
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aperture_size &= INT_MAX; |
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if( (aperture_size & 1) == 0 || aperture_size < 3 || aperture_size > 7 ) |
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if( (aperture_size & 1) == 0 || (aperture_size != -1 && (aperture_size < 3 || aperture_size > 7)) ) |
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CV_Error( CV_StsBadFlag, "" ); |
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size = cvGetMatSize( src ); |
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Mat dx, dy; |
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Sobel(src, dx, CV_16S, 1, 0, aperture_size, 1, 0, BORDER_REFLECT_101); |
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Sobel(src, dy, CV_16S, 0, 1, aperture_size, 1, 0, BORDER_REFLECT_101); |
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dx = cvCreateMat( size.height, size.width, CV_16SC1 ); |
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dy = cvCreateMat( size.height, size.width, CV_16SC1 ); |
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cvSobel( src, dx, 1, 0, aperture_size ); |
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cvSobel( src, dy, 0, 1, aperture_size ); |
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/*if( icvCannyGetSize_p && icvCanny_16s8u_C1R_p && !(flags & CV_CANNY_L2_GRADIENT) )
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{ |
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int buf_size= 0; |
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IPPI_CALL( icvCannyGetSize_p( size, &buf_size )); |
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CV_CALL( buffer = cvAlloc( buf_size )); |
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IPPI_CALL( icvCanny_16s8u_C1R_p( (short*)dx->data.ptr, dx->step, |
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(short*)dy->data.ptr, dy->step, |
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dst->data.ptr, dst->step, |
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size, (float)low_thresh, |
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(float)high_thresh, buffer )); |
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EXIT; |
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}*/ |
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if( flags & CV_CANNY_L2_GRADIENT ) |
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int low, high; |
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if( L2gradient ) |
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{ |
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Cv32suf ul, uh; |
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ul.f = (float)low_thresh; |
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@ -119,22 +81,24 @@ CV_IMPL void cvCanny( const void* srcarr, void* dstarr, |
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high = cvFloor( high_thresh ); |
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} |
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buffer.allocate( (size.width+2)*(size.height+2) + (size.width+2)*3*sizeof(int) ); |
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mag_buf[0] = (int*)(char*)buffer; |
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mag_buf[1] = mag_buf[0] + size.width + 2; |
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mag_buf[2] = mag_buf[1] + size.width + 2; |
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map = (uchar*)(mag_buf[2] + size.width + 2); |
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mapstep = size.width + 2; |
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maxsize = MAX( 1 << 10, size.width*size.height/10 ); |
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stack.resize( maxsize ); |
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Size size = src.size(); |
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int i, j, k, mstep = size.width + 2, cn = src.channels(); |
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Mat mask(size.height + 2, mstep, CV_8U); |
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memset( mask.ptr<uchar>(0), 1, mstep ); |
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memset( mask.ptr<uchar>(size.height+1), 1, mstep ); |
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Mat mag(6+cn, mstep, CV_32S); |
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mag = Scalar::all(0); |
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int* mag_buf[3] = { mag.ptr<int>(0), mag.ptr<int>(1), mag.ptr<int>(2) }; |
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short* dxybuf[3] = { (short*)mag.ptr<int>(3), (short*)mag.ptr<int>(4), (short*)mag.ptr<int>(5) };
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int* mbuf = mag.ptr<int>(6); |
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int maxsize = MAX( 1 << 10, size.width*size.height/10 ); |
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std::vector<uchar*> stack( maxsize ); |
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uchar **stack_top, **stack_bottom; |
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stack_top = stack_bottom = &stack[0]; |
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memset( mag_buf[0], 0, (size.width+2)*sizeof(int) ); |
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memset( map, 1, mapstep ); |
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memset( map + mapstep*(size.height + 1), 1, mapstep ); |
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/* sector numbers
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(Top-Left Origin) |
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@ -150,8 +114,6 @@ CV_IMPL void cvCanny( const void* srcarr, void* dstarr, |
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#define CANNY_PUSH(d) *(d) = (uchar)2, *stack_top++ = (d) |
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#define CANNY_POP(d) (d) = *--stack_top |
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mag_row = cvMat( 1, size.width, CV_32F ); |
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// calculate magnitude and angle of gradient, perform non-maxima supression.
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// fill the map with one of the following values:
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// 0 - the pixel might belong to an edge
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@ -159,10 +121,10 @@ CV_IMPL void cvCanny( const void* srcarr, void* dstarr, |
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// 2 - the pixel does belong to an edge
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for( i = 0; i <= size.height; i++ ) |
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{ |
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int* _mag = mag_buf[(i > 0) + 1] + 1; |
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int *_mag = mag_buf[(i > 0) + 1] + 1; |
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float* _magf = (float*)_mag; |
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const short* _dx = (short*)(dx->data.ptr + dx->step*i); |
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const short* _dy = (short*)(dy->data.ptr + dy->step*i); |
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const short *_dx, *_dy; |
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short *_ddx, *_ddy; |
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uchar* _map; |
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int x, y; |
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ptrdiff_t magstep1, magstep2; |
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@ -170,45 +132,71 @@ CV_IMPL void cvCanny( const void* srcarr, void* dstarr, |
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if( i < size.height ) |
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{ |
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_mag[-1] = _mag[size.width] = 0; |
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if( !(flags & CV_CANNY_L2_GRADIENT) ) |
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for( j = 0; j < size.width; j++ ) |
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_mag[j] = abs(_dx[j]) + abs(_dy[j]); |
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/*else if( icvFilterSobelVert_8u16s_C1R_p != 0 ) // check for IPP
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_dx = dx.ptr<short>(i); |
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_dy = dy.ptr<short>(i); |
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_ddx = dxybuf[(i > 0) + 1]; |
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_ddy = _ddx + size.width; |
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if( cn > 1 ) |
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{ |
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// use vectorized sqrt
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mag_row.data.fl = _magf; |
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for( j = 0; j < size.width; j++ ) |
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_mag = mbuf; |
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_magf = (float*)_mag; |
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} |
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if( !L2gradient ) |
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for( j = 0; j < size.width*cn; j++ ) |
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_mag[j] = std::abs(_dx[j]) + std::abs(_dy[j]); |
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else |
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{ |
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for( j = 0; j < size.width*cn; j++ ) |
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{ |
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x = _dx[j]; y = _dy[j]; |
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_magf[j] = (float)((double)x*x + (double)y*y); |
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_magf[j] = sqrtf((float)x*x + (float)y*y); |
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} |
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cvPow( &mag_row, &mag_row, 0.5 ); |
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}*/ |
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else |
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} |
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if( cn > 1 ) |
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{ |
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_mag = mag_buf[(i > 0) + 1] + 1; |
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for( j = 0; j < size.width; j++ ) |
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{ |
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x = _dx[j]; y = _dy[j]; |
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_magf[j] = (float)std::sqrt((double)x*x + (double)y*y); |
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_mag[j] = mbuf[(j+1)*cn]; |
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_ddx[j] = _dx[j*cn]; _ddy[j] = _dy[j*cn]; |
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} |
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for( k = 1; k < cn; k++ ) |
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{ |
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for( j = 0; j < size.width; j++ ) |
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if( mbuf[(j+1)*cn + k] > _mag[j] ) |
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{ |
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_mag[j] = mbuf[(j+1)*cn + k]; |
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_ddx[j] = _dx[j*cn + k]; |
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_ddy[j] = _dy[j*cn + k]; |
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} |
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} |
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} |
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else |
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{ |
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for( j = 0; j < size.width; j++ ) |
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_ddx[j] = _dx[j]; _ddy[j] = _dy[j]; |
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} |
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_mag[-1] = _mag[size.width] = 0; |
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} |
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else |
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memset( _mag-1, 0, (size.width + 2)*sizeof(int) ); |
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memset( _mag-1, 0, (size.width + 2)*sizeof(_mag[0]) ); |
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// at the very beginning we do not have a complete ring
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// buffer of 3 magnitude rows for non-maxima suppression
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if( i == 0 ) |
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continue; |
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_map = map + mapstep*i + 1; |
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_map = &mask.at<uchar>(i, 1); |
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_map[-1] = _map[size.width] = 1; |
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_mag = mag_buf[1] + 1; // take the central row
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_dx = (short*)(dx->data.ptr + dx->step*(i-1)); |
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_dy = (short*)(dy->data.ptr + dy->step*(i-1)); |
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_dx = dxybuf[1]; |
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_dy = _dx + size.width; |
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magstep1 = mag_buf[2] - mag_buf[1]; |
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magstep2 = mag_buf[0] - mag_buf[1]; |
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@ -216,7 +204,7 @@ CV_IMPL void cvCanny( const void* srcarr, void* dstarr, |
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if( (stack_top - stack_bottom) + size.width > maxsize ) |
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{ |
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int sz = (int)(stack_top - stack_bottom); |
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maxsize = MAX( maxsize * 3/2, maxsize + 8 ); |
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maxsize = MAX( maxsize * 3/2, maxsize + size.width ); |
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stack.resize(maxsize); |
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stack_bottom = &stack[0]; |
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stack_top = stack_bottom + sz; |
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@ -232,8 +220,8 @@ CV_IMPL void cvCanny( const void* srcarr, void* dstarr, |
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int s = x ^ y; |
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int m = _mag[j]; |
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x = abs(x); |
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y = abs(y); |
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x = std::abs(x); |
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y = std::abs(y); |
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if( m > low ) |
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{ |
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int tg22x = x * TG22; |
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@ -245,7 +233,7 @@ CV_IMPL void cvCanny( const void* srcarr, void* dstarr, |
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{ |
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if( m > _mag[j-1] && m >= _mag[j+1] ) |
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{ |
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if( m > high && !prev_flag && _map[j-mapstep] != 2 ) |
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if( m > high && !prev_flag && _map[j-mstep] != 2 ) |
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{ |
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CANNY_PUSH( _map + j ); |
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prev_flag = 1; |
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@ -259,7 +247,7 @@ CV_IMPL void cvCanny( const void* srcarr, void* dstarr, |
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{ |
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if( m > _mag[j+magstep2] && m >= _mag[j+magstep1] ) |
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{ |
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if( m > high && !prev_flag && _map[j-mapstep] != 2 ) |
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if( m > high && !prev_flag && _map[j-mstep] != 2 ) |
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{ |
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CANNY_PUSH( _map + j ); |
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prev_flag = 1; |
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@ -274,7 +262,7 @@ CV_IMPL void cvCanny( const void* srcarr, void* dstarr, |
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s = s < 0 ? -1 : 1; |
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if( m > _mag[j+magstep2-s] && m > _mag[j+magstep1+s] ) |
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{ |
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if( m > high && !prev_flag && _map[j-mapstep] != 2 ) |
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if( m > high && !prev_flag && _map[j-mstep] != 2 ) |
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{ |
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CANNY_PUSH( _map + j ); |
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prev_flag = 1; |
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@ -289,11 +277,16 @@ CV_IMPL void cvCanny( const void* srcarr, void* dstarr, |
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_map[j] = (uchar)1; |
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} |
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// scroll the ring buffer
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// scroll the ring buffers
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_mag = mag_buf[0]; |
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mag_buf[0] = mag_buf[1]; |
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mag_buf[1] = mag_buf[2]; |
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mag_buf[2] = _mag; |
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_ddx = dxybuf[0]; |
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dxybuf[0] = dxybuf[1]; |
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dxybuf[1] = dxybuf[2]; |
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dxybuf[2] = _ddx; |
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} |
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// now track the edges (hysteresis thresholding)
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@ -315,40 +308,39 @@ CV_IMPL void cvCanny( const void* srcarr, void* dstarr, |
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CANNY_PUSH( m - 1 ); |
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if( !m[1] ) |
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CANNY_PUSH( m + 1 ); |
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if( !m[-mapstep-1] ) |
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CANNY_PUSH( m - mapstep - 1 ); |
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if( !m[-mapstep] ) |
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CANNY_PUSH( m - mapstep ); |
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if( !m[-mapstep+1] ) |
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CANNY_PUSH( m - mapstep + 1 ); |
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if( !m[mapstep-1] ) |
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CANNY_PUSH( m + mapstep - 1 ); |
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if( !m[mapstep] ) |
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CANNY_PUSH( m + mapstep ); |
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if( !m[mapstep+1] ) |
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CANNY_PUSH( m + mapstep + 1 ); |
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if( !m[-mstep-1] ) |
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CANNY_PUSH( m - mstep - 1 ); |
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if( !m[-mstep] ) |
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CANNY_PUSH( m - mstep ); |
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if( !m[-mstep+1] ) |
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CANNY_PUSH( m - mstep + 1 ); |
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if( !m[mstep-1] ) |
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CANNY_PUSH( m + mstep - 1 ); |
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if( !m[mstep] ) |
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CANNY_PUSH( m + mstep ); |
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if( !m[mstep+1] ) |
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CANNY_PUSH( m + mstep + 1 ); |
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} |
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// the final pass, form the final image
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for( i = 0; i < size.height; i++ ) |
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{ |
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const uchar* _map = map + mapstep*(i+1) + 1; |
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|
uchar* _dst = dst->data.ptr + dst->step*i; |
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const uchar* _map = mask.ptr<uchar>(i+1) + 1; |
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|
uchar* _dst = dst.ptr<uchar>(i); |
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|
for( j = 0; j < size.width; j++ ) |
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|
_dst[j] = (uchar)-(_map[j] >> 1); |
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|
} |
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} |
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|
void cv::Canny( InputArray image, OutputArray _edges, |
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|
|
double threshold1, double threshold2, |
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|
|
int apertureSize, bool L2gradient ) |
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|
|
void cvCanny( const CvArr* image, CvArr* edges, double threshold1, |
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|
|
double threshold2, int aperture_size ) |
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|
|
|
{ |
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|
|
Mat src = image.getMat(); |
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|
|
_edges.create(src.size(), CV_8U); |
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|
|
CvMat c_src = src, c_dst = _edges.getMat(); |
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|
|
cvCanny( &c_src, &c_dst, threshold1, threshold2, |
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|
|
apertureSize + (L2gradient ? CV_CANNY_L2_GRADIENT : 0)); |
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|
|
cv::Mat src = cv::cvarrToMat(image), dst = cv::cvarrToMat(edges); |
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|
|
CV_Assert( src.size == dst.size && src.depth() == CV_8U && dst.type() == CV_8U ); |
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|
|
cv::Canny(src, dst, threshold1, threshold2, aperture_size & 255, |
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|
|
|
(aperture_size & CV_CANNY_L2_GRADIENT) != 0); |
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|
|
|
} |
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|
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/* End of file. */ |
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