/*M/////////////////////////////////////////////////////////////////////////////////////// // // IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING. // // By downloading, copying, installing or using the software you agree to this license. // If you do not agree to this license, do not download, install, // copy or use the software. // // // License Agreement // For Open Source Computer Vision Library // // Copyright (C) 2000-2008, Intel Corporation, all rights reserved. // Copyright (C) 2009, Willow Garage Inc., all rights reserved. // Third party copyrights are property of their respective owners. // // Redistribution and use in source and binary forms, with or without modification, // are permitted provided that the following conditions are met: // // * Redistribution's of source code must retain the above copyright notice, // this list of conditions and the following disclaimer. // // * Redistribution's in binary form must reproduce the above copyright notice, // this list of conditions and the following disclaimer in the documentation // and/or other materials provided with the distribution. // // * The name of the copyright holders may not be used to endorse or promote products // derived from this software without specific prior written permission. // // This software is provided by the copyright holders and contributors "as is" and // any express or implied warranties, including, but not limited to, the implied // warranties of merchantability and fitness for a particular purpose are disclaimed. // In no event shall the Intel Corporation or contributors be liable for any direct, // indirect, incidental, special, exemplary, or consequential damages // (including, but not limited to, procurement of substitute goods or services; // loss of use, data, or profits; or business interruption) however caused // and on any theory of liability, whether in contract, strict liability, // or tort (including negligence or otherwise) arising in any way out of // the use of this software, even if advised of the possibility of such damage. // //M*/ #include "precomp.hpp" #include "opencv2/hal/intrin.hpp" namespace cv { void spatialGradient( InputArray _src, OutputArray _dx, OutputArray _dy, int ksize, int borderType ) { // Prepare InputArray src Mat src = _src.getMat(); CV_Assert( !src.empty() ); CV_Assert( src.type() == CV_8UC1 ); CV_Assert( borderType == BORDER_DEFAULT || borderType == BORDER_REPLICATE ); // Prepare OutputArrays dx, dy _dx.create( src.size(), CV_16SC1 ); _dy.create( src.size(), CV_16SC1 ); Mat dx = _dx.getMat(), dy = _dy.getMat(); // TODO: Allow for other kernel sizes CV_Assert(ksize == 3); // Get dimensions const int H = src.rows, W = src.cols; // Row, column indices int i, j; // Store pointers to rows of input/output data // Padded by two rows for border handling uchar* P_src[H+2]; short* P_dx [H+2]; short* P_dy [H+2]; int i_top = 0, // Case for H == 1 && W == 1 && BORDER_REPLICATE i_bottom = H - 1, j_offl = 0, // j offset from 0th pixel to reach -1st pixel j_offr = 0; // j offset from W-1th pixel to reach Wth pixel if ( borderType == BORDER_DEFAULT ) // Equiv. to BORDER_REFLECT_101 { if ( H > 1 ) { i_top = 1; i_bottom = H - 2; } if ( W > 1 ) { j_offl = 1; j_offr = -1; } } P_src[0] = src.ptr(i_top); // Mirrored top border P_src[H+1] = src.ptr(i_bottom); // Mirrored bottom border for ( i = 0; i < H; i++ ) { P_src[i+1] = src.ptr(i); P_dx [i] = dx.ptr(i); P_dy [i] = dy.ptr(i); } // Pointer to row vectors uchar *p_src, *c_src, *n_src; // previous, current, next row short *c_dx, *c_dy; int j_start = 0; /* #if CV_SIMD128 // Characters in variable names have the following meanings: // u: unsigned char // s: signed int // // [row][column] // m: offset -1 // n: offset 0 // p: offset 1 // Example: umn is offset -1 in row and offset 0 in column v_uint8x16 v_um, v_un, v_up; v_uint16x8 v_um1, v_um2, v_un1, v_un2, v_up1, v_up2; v_int16x8 v_smm1, v_smm2, v_smn1, v_smn2, v_smp1, v_smp2, v_snm1, v_snm2, v_snn1, v_snn2, v_snp1, v_snp2, v_spm1, v_spm2, v_spn1, v_spn2, v_spp1, v_spp2, v_two = v_setall_s16(2), v_sdx1, v_sdx2, v_sdy1, v_sdy2; for ( i = 1; i < H - 1; i++ ) { // 16-column chunks at a time for ( j = 1; j < W - 1 - 15; j += 16 ) { // Load top row for 3x3 Sobel filter idx = i*W + j; v_um = v_load(&p_src[idx - W - 1]); v_un = v_load(&p_src[idx - W]); v_up = v_load(&p_src[idx - W + 1]); v_expand(v_um, v_um1, v_um2); v_expand(v_un, v_un1, v_un2); v_expand(v_up, v_up1, v_up2); v_smm1 = v_reinterpret_as_s16(v_um1); v_smm2 = v_reinterpret_as_s16(v_um2); v_smn1 = v_reinterpret_as_s16(v_un1); v_smn2 = v_reinterpret_as_s16(v_un2); v_smp1 = v_reinterpret_as_s16(v_up1); v_smp2 = v_reinterpret_as_s16(v_up2); // Load second row for 3x3 Sobel filter v_um = v_load(&p_src[idx - 1]); v_un = v_load(&p_src[idx]); v_up = v_load(&p_src[idx + 1]); v_expand(v_um, v_um1, v_um2); v_expand(v_un, v_un1, v_un2); v_expand(v_up, v_up1, v_up2); v_snm1 = v_reinterpret_as_s16(v_um1); v_snm2 = v_reinterpret_as_s16(v_um2); v_snn1 = v_reinterpret_as_s16(v_un1); v_snn2 = v_reinterpret_as_s16(v_un2); v_snp1 = v_reinterpret_as_s16(v_up1); v_snp2 = v_reinterpret_as_s16(v_up2); // Load last row for 3x3 Sobel filter v_um = v_load(&p_src[idx + W - 1]); v_un = v_load(&p_src[idx + W]); v_up = v_load(&p_src[idx + W + 1]); v_expand(v_um, v_um1, v_um2); v_expand(v_un, v_un1, v_un2); v_expand(v_up, v_up1, v_up2); v_spm1 = v_reinterpret_as_s16(v_um1); v_spm2 = v_reinterpret_as_s16(v_um2); v_spn1 = v_reinterpret_as_s16(v_un1); v_spn2 = v_reinterpret_as_s16(v_un2); v_spp1 = v_reinterpret_as_s16(v_up1); v_spp2 = v_reinterpret_as_s16(v_up2); // dx v_sdx1 = (v_smp1 - v_smm1) + v_two*(v_snp1 - v_snm1) + (v_spp1 - v_spm1); v_sdx2 = (v_smp2 - v_smm2) + v_two*(v_snp2 - v_snm2) + (v_spp2 - v_spm2); // dy v_sdy1 = (v_spm1 - v_smm1) + v_two*(v_spn1 - v_smn1) + (v_spp1 - v_smp1); v_sdy2 = (v_spm2 - v_smm2) + v_two*(v_spn2 - v_smn2) + (v_spp2 - v_smp2); // Store v_store(&p_dx[idx], v_sdx1); v_store(&p_dx[idx+8], v_sdx2); v_store(&p_dy[idx], v_sdy1); v_store(&p_dy[idx+8], v_sdy2); } // Cleanup for ( ; j < W - 1; j++ ) { idx = i*W + j; p_dx[idx] = -(p_src[idx-W-1] + 2*p_src[idx-1] + p_src[idx+W-1]) + (p_src[idx-W+1] + 2*p_src[idx+1] + p_src[idx+W+1]); p_dy[idx] = -(p_src[idx-W-1] + 2*p_src[idx-W] + p_src[idx-W+1]) + (p_src[idx+W-1] + 2*p_src[idx+W] + p_src[idx+W+1]); } } #else */ /* NOTE: * * Sobel-x: -1 0 1 * -2 0 2 * -1 0 1 * * Sobel-y: -1 -2 -1 * 0 0 0 * 1 2 1 */ int j_p, j_n; for ( i = 0; i < H; i++ ) { p_src = P_src[i]; c_src = P_src[i+1]; n_src = P_src[i+2]; c_dx = P_dx [i]; c_dy = P_dy [i]; for ( j = j_start; j < W; j++ ) { j_p = j - 1; j_n = j + 1; if ( j_p < 0 ) j_p = j + j_offl; if ( j_n >= W ) j_n = j + j_offr; c_dx[j] = -(p_src[j_p] + c_src[j_p] + c_src[j_p] + n_src[j_p]) + (p_src[j_n] + c_src[j_n] + c_src[j_n] + n_src[j_n]); c_dy[j] = -(p_src[j_p] + p_src[j] + p_src[j] + p_src[j_n]) + (n_src[j_p] + n_src[j] + n_src[j] + n_src[j_n]); } } //#endif } }