From 0f0a4c30991e8cfe3c3f7e8b37a04bdb52223fa3 Mon Sep 17 00:00:00 2001 From: yao Date: Mon, 11 Mar 2013 17:10:58 +0800 Subject: [PATCH 1/3] add stereoBM function --- modules/ocl/include/opencv2/ocl/ocl.hpp | 34 ++ modules/ocl/src/kernels/stereobm.cl | 427 ++++++++++++++++++++++++ modules/ocl/src/stereobm.cpp | 293 ++++++++++++++++ modules/ocl/test/test_calib3d.cpp | 94 ++++++ samples/ocl/aloe-L.png | Bin 0 -> 737508 bytes samples/ocl/aloe-R.png | Bin 0 -> 739497 bytes samples/ocl/aloe-disp.png | Bin 0 -> 60396 bytes 7 files changed, 848 insertions(+) create mode 100644 modules/ocl/src/kernels/stereobm.cl create mode 100644 modules/ocl/src/stereobm.cpp create mode 100644 modules/ocl/test/test_calib3d.cpp create mode 100644 samples/ocl/aloe-L.png create mode 100644 samples/ocl/aloe-R.png create mode 100644 samples/ocl/aloe-disp.png diff --git a/modules/ocl/include/opencv2/ocl/ocl.hpp b/modules/ocl/include/opencv2/ocl/ocl.hpp index 31b61410e7..4c2d54f00d 100644 --- a/modules/ocl/include/opencv2/ocl/ocl.hpp +++ b/modules/ocl/include/opencv2/ocl/ocl.hpp @@ -1806,6 +1806,40 @@ namespace cv //! computes moments of the rasterized shape or a vector of points CV_EXPORTS Moments ocl_moments(InputArray _array, bool binaryImage); + + class CV_EXPORTS StereoBM_OCL + { + public: + enum { BASIC_PRESET = 0, PREFILTER_XSOBEL = 1 }; + + enum { DEFAULT_NDISP = 64, DEFAULT_WINSZ = 19 }; + + //! the default constructor + StereoBM_OCL(); + //! the full constructor taking the camera-specific preset, number of disparities and the SAD window size. ndisparities must be multiple of 8. + StereoBM_OCL(int preset, int ndisparities = DEFAULT_NDISP, int winSize = DEFAULT_WINSZ); + + //! the stereo correspondence operator. Finds the disparity for the specified rectified stereo pair + //! Output disparity has CV_8U type. + void operator() ( const oclMat &left, const oclMat &right, oclMat &disparity); + + //! Some heuristics that tries to estmate + // if current GPU will be faster then CPU in this algorithm. + // It queries current active device. + static bool checkIfGpuCallReasonable(); + + int preset; + int ndisp; + int winSize; + + // If avergeTexThreshold == 0 => post procesing is disabled + // If avergeTexThreshold != 0 then disparity is set 0 in each point (x,y) where for left image + // SumOfHorizontalGradiensInWindow(x, y, winSize) < (winSize * winSize) * avergeTexThreshold + // i.e. input left image is low textured. + float avergeTexThreshold; + private: + oclMat minSSD, leBuf, riBuf; + }; } } #if defined _MSC_VER && _MSC_VER >= 1200 diff --git a/modules/ocl/src/kernels/stereobm.cl b/modules/ocl/src/kernels/stereobm.cl new file mode 100644 index 0000000000..4edab86b45 --- /dev/null +++ b/modules/ocl/src/kernels/stereobm.cl @@ -0,0 +1,427 @@ +/*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) 2010-2012, Institute Of Software Chinese Academy Of Science, all rights reserved. +// Copyright (C) 2010-2012, Advanced Micro Devices, Inc., all rights reserved. +// Third party copyrights are property of their respective owners. +// +// @Authors +// Jia Haipeng, jiahaipeng95@gmail.com +// +// 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 oclMaterials 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*/ + +#define ROWSperTHREAD 21 // the number of rows a thread will process +#define BLOCK_W 128 // the thread block width (464) +#define N_DISPARITIES 8 + +#define STEREO_MIND 0 // The minimum d range to check +#define STEREO_DISP_STEP N_DISPARITIES // the d step, must be <= 1 to avoid aliasing + +int SQ(int a) +{ + return a * a; +} + +unsigned int CalcSSD(volatile __local unsigned int *col_ssd_cache, + volatile __local unsigned int *col_ssd, int radius) +{ + unsigned int cache = 0; + unsigned int cache2 = 0; + + for(int i = 1; i <= radius; i++) + cache += col_ssd[i]; + + col_ssd_cache[0] = cache; + + barrier(CLK_LOCAL_MEM_FENCE); + + if (get_local_id(0) < BLOCK_W - radius) + cache2 = col_ssd_cache[radius]; + else + for(int i = radius + 1; i < (2 * radius + 1); i++) + cache2 += col_ssd[i]; + + return col_ssd[0] + cache + cache2; +} + +uint2 MinSSD(volatile __local unsigned int *col_ssd_cache, + volatile __local unsigned int *col_ssd, int radius) +{ + unsigned int ssd[N_DISPARITIES]; + + //See above: #define COL_SSD_SIZE (BLOCK_W + 2 * radius) + ssd[0] = CalcSSD(col_ssd_cache, col_ssd + 0 * (BLOCK_W + 2 * radius), radius); + barrier(CLK_LOCAL_MEM_FENCE); + ssd[1] = CalcSSD(col_ssd_cache, col_ssd + 1 * (BLOCK_W + 2 * radius), radius); + barrier(CLK_LOCAL_MEM_FENCE); + ssd[2] = CalcSSD(col_ssd_cache, col_ssd + 2 * (BLOCK_W + 2 * radius), radius); + barrier(CLK_LOCAL_MEM_FENCE); + ssd[3] = CalcSSD(col_ssd_cache, col_ssd + 3 * (BLOCK_W + 2 * radius), radius); + barrier(CLK_LOCAL_MEM_FENCE); + ssd[4] = CalcSSD(col_ssd_cache, col_ssd + 4 * (BLOCK_W + 2 * radius), radius); + barrier(CLK_LOCAL_MEM_FENCE); + ssd[5] = CalcSSD(col_ssd_cache, col_ssd + 5 * (BLOCK_W + 2 * radius), radius); + barrier(CLK_LOCAL_MEM_FENCE); + ssd[6] = CalcSSD(col_ssd_cache, col_ssd + 6 * (BLOCK_W + 2 * radius), radius); + barrier(CLK_LOCAL_MEM_FENCE); + ssd[7] = CalcSSD(col_ssd_cache, col_ssd + 7 * (BLOCK_W + 2 * radius), radius); + barrier(CLK_LOCAL_MEM_FENCE); + + unsigned int mssd = min(min(min(ssd[0], ssd[1]), min(ssd[4], ssd[5])), min(min(ssd[2], ssd[3]), min(ssd[6], ssd[7]))); + + int bestIdx = 0; + for (int i = 0; i < N_DISPARITIES; i++) + { + if (mssd == ssd[i]) + bestIdx = i; + } + + return (uint2)(mssd, bestIdx); +} + +void StepDown(int idx1, int idx2, __global unsigned char* imageL, + __global unsigned char* imageR, int d, volatile __local unsigned int *col_ssd, int radius) +{ + unsigned char leftPixel1; + unsigned char leftPixel2; + unsigned char rightPixel1[8]; + unsigned char rightPixel2[8]; + unsigned int diff1, diff2; + + leftPixel1 = imageL[idx1]; + leftPixel2 = imageL[idx2]; + + idx1 = idx1 - d; + idx2 = idx2 - d; + + rightPixel1[7] = imageR[idx1 - 7]; + rightPixel1[0] = imageR[idx1 - 0]; + rightPixel1[1] = imageR[idx1 - 1]; + rightPixel1[2] = imageR[idx1 - 2]; + rightPixel1[3] = imageR[idx1 - 3]; + rightPixel1[4] = imageR[idx1 - 4]; + rightPixel1[5] = imageR[idx1 - 5]; + rightPixel1[6] = imageR[idx1 - 6]; + + rightPixel2[7] = imageR[idx2 - 7]; + rightPixel2[0] = imageR[idx2 - 0]; + rightPixel2[1] = imageR[idx2 - 1]; + rightPixel2[2] = imageR[idx2 - 2]; + rightPixel2[3] = imageR[idx2 - 3]; + rightPixel2[4] = imageR[idx2 - 4]; + rightPixel2[5] = imageR[idx2 - 5]; + rightPixel2[6] = imageR[idx2 - 6]; + + //See above: #define COL_SSD_SIZE (BLOCK_W + 2 * radius) + diff1 = leftPixel1 - rightPixel1[0]; + diff2 = leftPixel2 - rightPixel2[0]; + col_ssd[0 * (BLOCK_W + 2 * radius)] += SQ(diff2) - SQ(diff1); + + diff1 = leftPixel1 - rightPixel1[1]; + diff2 = leftPixel2 - rightPixel2[1]; + col_ssd[1 * (BLOCK_W + 2 * radius)] += SQ(diff2) - SQ(diff1); + + diff1 = leftPixel1 - rightPixel1[2]; + diff2 = leftPixel2 - rightPixel2[2]; + col_ssd[2 * (BLOCK_W + 2 * radius)] += SQ(diff2) - SQ(diff1); + + diff1 = leftPixel1 - rightPixel1[3]; + diff2 = leftPixel2 - rightPixel2[3]; + col_ssd[3 * (BLOCK_W + 2 * radius)] += SQ(diff2) - SQ(diff1); + + diff1 = leftPixel1 - rightPixel1[4]; + diff2 = leftPixel2 - rightPixel2[4]; + col_ssd[4 * (BLOCK_W + 2 * radius)] += SQ(diff2) - SQ(diff1); + + diff1 = leftPixel1 - rightPixel1[5]; + diff2 = leftPixel2 - rightPixel2[5]; + col_ssd[5 * (BLOCK_W + 2 * radius)] += SQ(diff2) - SQ(diff1); + + diff1 = leftPixel1 - rightPixel1[6]; + diff2 = leftPixel2 - rightPixel2[6]; + col_ssd[6 * (BLOCK_W + 2 * radius)] += SQ(diff2) - SQ(diff1); + + diff1 = leftPixel1 - rightPixel1[7]; + diff2 = leftPixel2 - rightPixel2[7]; + col_ssd[7 * (BLOCK_W + 2 * radius)] += SQ(diff2) - SQ(diff1); +} + +void InitColSSD(int x_tex, int y_tex, int im_pitch, __global unsigned char* imageL, + __global unsigned char* imageR, int d, + volatile __local unsigned int *col_ssd, int radius) +{ + unsigned char leftPixel1; + int idx; + unsigned int diffa[] = {0, 0, 0, 0, 0, 0, 0, 0}; + + for(int i = 0; i < (2 * radius + 1); i++) + { + idx = y_tex * im_pitch + x_tex; + leftPixel1 = imageL[idx]; + idx = idx - d; + + diffa[0] += SQ(leftPixel1 - imageR[idx - 0]); + diffa[1] += SQ(leftPixel1 - imageR[idx - 1]); + diffa[2] += SQ(leftPixel1 - imageR[idx - 2]); + diffa[3] += SQ(leftPixel1 - imageR[idx - 3]); + diffa[4] += SQ(leftPixel1 - imageR[idx - 4]); + diffa[5] += SQ(leftPixel1 - imageR[idx - 5]); + diffa[6] += SQ(leftPixel1 - imageR[idx - 6]); + diffa[7] += SQ(leftPixel1 - imageR[idx - 7]); + + y_tex += 1; + } + //See above: #define COL_SSD_SIZE (BLOCK_W + 2 * radius) + col_ssd[0 * (BLOCK_W + 2 * radius)] = diffa[0]; + col_ssd[1 * (BLOCK_W + 2 * radius)] = diffa[1]; + col_ssd[2 * (BLOCK_W + 2 * radius)] = diffa[2]; + col_ssd[3 * (BLOCK_W + 2 * radius)] = diffa[3]; + col_ssd[4 * (BLOCK_W + 2 * radius)] = diffa[4]; + col_ssd[5 * (BLOCK_W + 2 * radius)] = diffa[5]; + col_ssd[6 * (BLOCK_W + 2 * radius)] = diffa[6]; + col_ssd[7 * (BLOCK_W + 2 * radius)] = diffa[7]; +} + +__kernel void stereoKernel(__global unsigned char *left, __global unsigned char *right, + __global unsigned int *cminSSDImage, int cminSSD_step, + __global unsigned char *disp, int disp_step,int cwidth, int cheight, + int img_step, int maxdisp, int radius, + __local unsigned int *col_ssd_cache) +{ + + volatile __local unsigned int *col_ssd = col_ssd_cache + BLOCK_W + get_local_id(0); + volatile __local unsigned int *col_ssd_extra = get_local_id(0) < (2 * radius) ? col_ssd + BLOCK_W : 0; + + int X = get_group_id(0) * BLOCK_W + get_local_id(0) + maxdisp + radius; + // int Y = get_group_id(1) * ROWSperTHREAD + radius; + + #define Y (get_group_id(1) * ROWSperTHREAD + radius) + + volatile __global unsigned int* minSSDImage = cminSSDImage + X + Y * cminSSD_step; + __global unsigned char* disparImage = disp + X + Y * disp_step; + + int end_row = ROWSperTHREAD < (cheight - Y) ? ROWSperTHREAD:(cheight - Y); + int y_tex; + int x_tex = X - radius; + + if (x_tex >= cwidth) + return; + + for(int d = STEREO_MIND; d < maxdisp; d += STEREO_DISP_STEP) + { + y_tex = Y - radius; + + InitColSSD(x_tex, y_tex, img_step, left, right, d, col_ssd, radius); + if (col_ssd_extra > 0) + if (x_tex + BLOCK_W < cwidth) + InitColSSD(x_tex + BLOCK_W, y_tex, img_step, left, right, d, col_ssd_extra, radius); + + barrier(CLK_LOCAL_MEM_FENCE); //before MinSSD function + + if (X < cwidth - radius && Y < cheight - radius) + { + uint2 minSSD = MinSSD(col_ssd_cache + get_local_id(0), col_ssd, radius); + if (minSSD.x < minSSDImage[0]) + { + disparImage[0] = (unsigned char)(d + minSSD.y); + minSSDImage[0] = minSSD.x; + } + } + + for(int row = 1; row < end_row; row++) + { + int idx1 = y_tex * img_step + x_tex; + int idx2 = (y_tex + (2 * radius + 1)) * img_step + x_tex; + + barrier(CLK_GLOBAL_MEM_FENCE); + barrier(CLK_LOCAL_MEM_FENCE); + + StepDown(idx1, idx2, left, right, d, col_ssd, radius); + if (col_ssd_extra > 0) + if (x_tex + BLOCK_W < cwidth) + StepDown(idx1, idx2, left + BLOCK_W, right + BLOCK_W, d, col_ssd_extra, radius); + + y_tex += 1; + + barrier(CLK_LOCAL_MEM_FENCE); + + if (X < cwidth - radius && row < cheight - radius - Y) + { + int idx = row * cminSSD_step; + uint2 minSSD = MinSSD(col_ssd_cache + get_local_id(0), col_ssd, radius); + if (minSSD.x < minSSDImage[idx]) + { + disparImage[disp_step * row] = (unsigned char)(d + minSSD.y); + minSSDImage[idx] = minSSD.x; + } + } + } // for row loop + } // for d loop +} + +////////////////////////////////////////////////////////////////////////////////////////////////// +//////////////////////////// Sobel Prefiler (signal channel)////////////////////////////////////// +////////////////////////////////////////////////////////////////////////////////////////////////// + +__kernel void prefilter_xsobel(__global unsigned char *input, __global unsigned char *output, + int rows, int cols, int prefilterCap) +{ + int x = get_global_id(0); + int y = get_global_id(1); + + if(x < cols && y < rows) + { + int cov = input[(y-1) * cols + (x-1)] * (-1) + input[(y-1) * cols + (x+1)] * (1) + + input[(y) * cols + (x-1)] * (-2) + input[(y) * cols + (x+1)] * (2) + + input[(y+1) * cols + (x-1)] * (-1) + input[(y+1) * cols + (x+1)] * (1); + + cov = min(min(max(-prefilterCap, cov), prefilterCap) + prefilterCap, 255); + output[y * cols + x] = cov & 0xFF; + } +} + + +////////////////////////////////////////////////////////////////////////////////////////////////// +/////////////////////////////////// Textureness filtering //////////////////////////////////////// +////////////////////////////////////////////////////////////////////////////////////////////////// + +float sobel(__global unsigned char *input, int x, int y, int rows, int cols) +{ + float conv = 0; + int y1 = y==0? 0 : y-1; + int x1 = x==0? 0 : x-1; + if(x < cols && y < rows) + { + conv = (float)input[(y1) * cols + (x1)] * (-1) + (float)input[(y1) * cols + (x+1)] * (1) + + (float)input[(y) * cols + (x1)] * (-2) + (float)input[(y) * cols + (x+1)] * (2) + + (float)input[(y+1) * cols + (x1)] * (-1) + (float)input[(y+1) * cols + (x+1)] * (1); + + } + return fabs(conv); +} + +float CalcSums(__local float *cols, __local float *cols_cache, int winsz) +{ + float cache = 0; + float cache2 = 0; + int winsz2 = winsz/2; + + int x = get_local_id(0); + int group_size_x = get_local_size(0); + + for(int i = 1; i <= winsz2; i++) + cache += cols[i]; + + cols_cache[0] = cache; + + barrier(CLK_LOCAL_MEM_FENCE); + + if (x < group_size_x - winsz2) + cache2 = cols_cache[winsz2]; + else + for(int i = winsz2 + 1; i < winsz; i++) + cache2 += cols[i]; + + return cols[0] + cache + cache2; +} + +#define RpT (2 * ROWSperTHREAD) // got experimentally +__kernel void textureness_kernel(__global unsigned char *disp, int disp_rows, int disp_cols, + int disp_step, __global unsigned char *input, int input_rows, + int input_cols,int winsz, float threshold, + __local float *cols_cache) +{ + int winsz2 = winsz/2; + int n_dirty_pixels = (winsz2) * 2; + + int local_id_x = get_local_id(0); + int group_size_x = get_local_size(0); + int group_id_y = get_group_id(1); + + __local float *cols = cols_cache + group_size_x + local_id_x; + __local float *cols_extra = local_id_x < n_dirty_pixels ? cols + group_size_x : 0; + + int x = get_global_id(0); + int beg_row = group_id_y * RpT; + int end_row = min(beg_row + RpT, disp_rows); + + // if (x < disp_cols) + // { + int y = beg_row; + + float sum = 0; + float sum_extra = 0; + + for(int i = y - winsz2; i <= y + winsz2; ++i) + { + sum += sobel(input, x - winsz2, i, input_rows, input_cols); + if (cols_extra) + sum_extra += sobel(input, x + group_size_x - winsz2, i, input_rows, input_cols); + } + *cols = sum; + if (cols_extra) + *cols_extra = sum_extra; + + barrier(CLK_LOCAL_MEM_FENCE); + + float sum_win = CalcSums(cols, cols_cache + local_id_x, winsz) * 255; + if (sum_win < threshold) + disp[y * disp_step + x] = 0; + + barrier(CLK_LOCAL_MEM_FENCE); + + for(int y = beg_row + 1; y < end_row; ++y) + { + sum = sum - sobel(input, x - winsz2, y - winsz2 - 1, input_rows, input_cols) + + sobel(input, x - winsz2, y + winsz2, input_rows, input_cols); + *cols = sum; + + if (cols_extra) + { + sum_extra = sum_extra - sobel(input, x + group_size_x - winsz2, y - winsz2 - 1,input_rows, input_cols) + + sobel(input, x + group_size_x - winsz2, y + winsz2, input_rows, input_cols); + *cols_extra = sum_extra; + } + + barrier(CLK_LOCAL_MEM_FENCE); + float sum_win = CalcSums(cols, cols_cache + local_id_x, winsz) * 255; + if (sum_win < threshold) + disp[y * disp_step + x] = 0; + + barrier(CLK_LOCAL_MEM_FENCE); + } + // } +} diff --git a/modules/ocl/src/stereobm.cpp b/modules/ocl/src/stereobm.cpp new file mode 100644 index 0000000000..2f24881ddd --- /dev/null +++ b/modules/ocl/src/stereobm.cpp @@ -0,0 +1,293 @@ +/*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) 2010-2012, Institute Of Software Chinese Academy Of Science, all rights reserved. +// Copyright (C) 2010-2012, Advanced Micro Devices, Inc., all rights reserved. +// Third party copyrights are property of their respective owners. +// +// @Authors +// Jia Haipeng, jiahaipeng95@gmail.com +// +// 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 oclMaterials 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 + +using namespace cv; +using namespace cv::ocl; +using namespace std; + +//////////////////////////////////////////////////////////////////////// +///////////////// stereoBM ///////////////////////////////////////////// +//////////////////////////////////////////////////////////////////////// + +#if !defined (HAVE_OPENCL) + +namespace cv +{ +namespace ocl +{ +cv::ocl::StereoBM_OCL::StereoBM_OCL() +{ + throw_nogpu(); +} +cv::ocl::StereoBM_OCL::StereoBM_OCL(int, int, int) +{ + throw_nogpu(); +} +bool cv::ocl::StereoBM_OCL::checkIfGpuCallReasonable() +{ + throw_nogpu(); + return false; +} +void cv::ocl::StereoBM_OCL::operator() ( const oclMat &, const oclMat &, oclMat &) +{ + throw_nogpu(); +} +} +} + +#else /* !defined (HAVE_OPENCL) */ + +namespace cv +{ +namespace ocl +{ + +///////////////////////////OpenCL kernel strings/////////////////////////// +extern const char *stereobm; + +} +} +namespace cv +{ +namespace ocl +{ +namespace stereoBM +{ +///////////////////////////////////////////////////////////////////////// +//////////////////////////prefilter_xsbel//////////////////////////////// +//////////////////////////////////////////////////////////////////////// +void prefilter_xsobel(const oclMat &input, oclMat &output, int prefilterCap) +{ + Context *clCxt = input.clCxt; + + string kernelName = "prefilter_xsobel"; + cl_kernel kernel = openCLGetKernelFromSource(clCxt, &stereobm, kernelName); + + size_t blockSize = 1; + size_t globalThreads[3] = { input.cols, input.rows, 1 }; + size_t localThreads[3] = { blockSize, blockSize, 1 }; + + openCLVerifyKernel(clCxt, kernel, localThreads); + openCLSafeCall(clSetKernelArg(kernel, 0, sizeof(cl_mem), (void *)&input.data)); + openCLSafeCall(clSetKernelArg(kernel, 1, sizeof(cl_mem), (void *)&output.data)); + openCLSafeCall(clSetKernelArg(kernel, 2, sizeof(cl_int), (void *)&input.rows)); + openCLSafeCall(clSetKernelArg(kernel, 3, sizeof(cl_int), (void *)&input.cols)); + openCLSafeCall(clSetKernelArg(kernel, 4, sizeof(cl_int), (void *)&prefilterCap)); + + openCLSafeCall(clEnqueueNDRangeKernel(clCxt->impl->clCmdQueue, kernel, 3, NULL, + globalThreads, localThreads, 0, NULL, NULL)); + + clFinish(clCxt->impl->clCmdQueue); + openCLSafeCall(clReleaseKernel(kernel)); + +} +////////////////////////////////////////////////////////////////////////// +//////////////////////////////common//////////////////////////////////// +//////////////////////////////////////////////////////////////////////// +#define N_DISPARITIES 8 +#define ROWSperTHREAD 21 +#define BLOCK_W 128 +static inline int divUp(int total, int grain) +{ + return (total + grain - 1) / grain; +} +//////////////////////////////////////////////////////////////////////////// +///////////////////////////////stereoBM_GPU//////////////////////////////// +//////////////////////////////////////////////////////////////////////////// +void stereo_bm(const oclMat &left, const oclMat &right, oclMat &disp, + int maxdisp, int winSize, oclMat &minSSD_buf) +{ + int winsz2 = winSize >> 1; + + //if(winsz2 == 0 || winsz2 >= calles_num) + //cv::ocl:error("Unsupported window size", __FILE__, __LINE__, __FUNCTION__); + + Context *clCxt = left.clCxt; + + string kernelName = "stereoKernel"; + cl_kernel kernel = openCLGetKernelFromSource(clCxt, &stereobm, kernelName); + + disp.setTo(Scalar_::all(0)); + minSSD_buf.setTo(Scalar_::all(0xFFFFFFFF)); + + size_t minssd_step = minSSD_buf.step / minSSD_buf.elemSize(); + size_t local_mem_size = (BLOCK_W + N_DISPARITIES * (BLOCK_W + 2 * winsz2)) * + sizeof(cl_uint); + //size_t blockSize = 1; + size_t localThreads[] = { BLOCK_W, 1,1}; + size_t globalThreads[] = { divUp(left.cols - maxdisp - 2 * winsz2, BLOCK_W) *BLOCK_W, + divUp(left.rows - 2 * winsz2, ROWSperTHREAD), + 1 + }; + + openCLVerifyKernel(clCxt, kernel, localThreads); + openCLSafeCall(clSetKernelArg(kernel, 0, sizeof(cl_mem), (void *)&left.data)); + openCLSafeCall(clSetKernelArg(kernel, 1, sizeof(cl_mem), (void *)&right.data)); + openCLSafeCall(clSetKernelArg(kernel, 2, sizeof(cl_mem), (void *)&minSSD_buf.data)); + openCLSafeCall(clSetKernelArg(kernel, 3, sizeof(cl_int), (void *)&minssd_step)); + openCLSafeCall(clSetKernelArg(kernel, 4, sizeof(cl_mem), (void *)&disp.data)); + openCLSafeCall(clSetKernelArg(kernel, 5, sizeof(cl_int), (void *)&disp.step)); + openCLSafeCall(clSetKernelArg(kernel, 6, sizeof(cl_int), (void *)&left.cols)); + openCLSafeCall(clSetKernelArg(kernel, 7, sizeof(cl_int), (void *)&left.rows)); + openCLSafeCall(clSetKernelArg(kernel, 8, sizeof(cl_int), (void *)&left.step)); + openCLSafeCall(clSetKernelArg(kernel, 9, sizeof(cl_int), (void *)&maxdisp)); + openCLSafeCall(clSetKernelArg(kernel, 10, sizeof(cl_int), (void *)&winsz2)); + openCLSafeCall(clSetKernelArg(kernel, 11, local_mem_size, (void *)NULL)); + + openCLSafeCall(clEnqueueNDRangeKernel(clCxt->impl->clCmdQueue, kernel, 2, NULL, + globalThreads, localThreads, 0, NULL, NULL)); + + + clFinish(clCxt->impl->clCmdQueue); + openCLSafeCall(clReleaseKernel(kernel)); +} +//////////////////////////////////////////////////////////////////////////// +///////////////////////////////postfilter_textureness/////////////////////// +//////////////////////////////////////////////////////////////////////////// +void postfilter_textureness(oclMat &left, int winSize, + float avergeTexThreshold, oclMat &disparity) +{ + Context *clCxt = left.clCxt; + + string kernelName = "textureness_kernel"; + cl_kernel kernel = openCLGetKernelFromSource(clCxt, &stereobm, kernelName); + + size_t blockSize = 1; + size_t localThreads[] = { BLOCK_W, blockSize ,1}; + size_t globalThreads[] = { divUp(left.cols, BLOCK_W) *BLOCK_W, + divUp(left.rows, 2 * ROWSperTHREAD), + 1 + }; + + size_t local_mem_size = (localThreads[0] + localThreads[0] + (winSize / 2) * 2) * sizeof(float); + + openCLVerifyKernel(clCxt, kernel, localThreads); + openCLSafeCall(clSetKernelArg(kernel, 0, sizeof(cl_mem), (void *)&disparity.data)); + openCLSafeCall(clSetKernelArg(kernel, 1, sizeof(cl_int), (void *)&disparity.rows)); + openCLSafeCall(clSetKernelArg(kernel, 2, sizeof(cl_int), (void *)&disparity.cols)); + openCLSafeCall(clSetKernelArg(kernel, 3, sizeof(cl_int), (void *)&disparity.step)); + openCLSafeCall(clSetKernelArg(kernel, 4, sizeof(cl_mem), (void *)&left.data)); + openCLSafeCall(clSetKernelArg(kernel, 5, sizeof(cl_int), (void *)&left.rows)); + openCLSafeCall(clSetKernelArg(kernel, 6, sizeof(cl_int), (void *)&left.cols)); + openCLSafeCall(clSetKernelArg(kernel, 7, sizeof(cl_int), (void *)&winSize)); + openCLSafeCall(clSetKernelArg(kernel, 8, sizeof(cl_float), (void *)&avergeTexThreshold)); + openCLSafeCall(clSetKernelArg(kernel, 9, local_mem_size, NULL)); + openCLSafeCall(clEnqueueNDRangeKernel(clCxt->impl->clCmdQueue, kernel, 2, NULL, + globalThreads, localThreads, 0, NULL, NULL)); + + clFinish(clCxt->impl->clCmdQueue); + openCLSafeCall(clReleaseKernel(kernel)); +} +////////////////////////////////////////////////////////////////////////////// +/////////////////////////////////////operator///////////////////////////////// +///////////////////////////////////////////////////////////////////////////// +void operator_(oclMat &minSSD, oclMat &leBuf, oclMat &riBuf, int preset, int ndisp, + int winSize, float avergeTexThreshold, const oclMat &left, + const oclMat &right, oclMat &disparity) + +{ + CV_DbgAssert(left.rows == right.rows && left.cols == right.cols); + CV_DbgAssert(left.type() == CV_8UC1); + CV_DbgAssert(right.type() == CV_8UC1); + + disparity.create(left.size(), CV_8UC1); + minSSD.create(left.size(), CV_32SC1); + + oclMat le_for_bm = left; + oclMat ri_for_bm = right; + + if (preset == cv::ocl::StereoBM_OCL::PREFILTER_XSOBEL) + { + leBuf.create( left.size(), left.type()); + riBuf.create(right.size(), right.type()); + + prefilter_xsobel( left, leBuf, 31); + prefilter_xsobel(right, riBuf, 31); + + le_for_bm = leBuf; + ri_for_bm = riBuf; + } + + stereo_bm(le_for_bm, ri_for_bm, disparity, ndisp, winSize, minSSD); + + if (avergeTexThreshold) + { + postfilter_textureness(le_for_bm, winSize, avergeTexThreshold, disparity); + } +} +} +} +} +const float defaultAvgTexThreshold = 3; + +cv::ocl::StereoBM_OCL::StereoBM_OCL() + : preset(BASIC_PRESET), ndisp(DEFAULT_NDISP), winSize(DEFAULT_WINSZ), + avergeTexThreshold(defaultAvgTexThreshold) {} + +cv::ocl::StereoBM_OCL::StereoBM_OCL(int preset_, int ndisparities_, int winSize_) + : preset(preset_), ndisp(ndisparities_), winSize(winSize_), + avergeTexThreshold(defaultAvgTexThreshold) +{ + const int max_supported_ndisp = 1 << (sizeof(unsigned char) * 8); + CV_Assert(0 < ndisp && ndisp <= max_supported_ndisp); + CV_Assert(ndisp % 8 == 0); + CV_Assert(winSize % 2 == 1); +} + +bool cv::ocl::StereoBM_OCL::checkIfGpuCallReasonable() +{ + return true; +} + +void cv::ocl::StereoBM_OCL::operator() ( const oclMat &left, const oclMat &right, + oclMat &disparity) +{ + cv::ocl::stereoBM::operator_(minSSD, leBuf, riBuf, preset, ndisp, winSize, avergeTexThreshold, left, right, disparity); +} + +#endif /* !defined (HAVE_OPENCL) */ diff --git a/modules/ocl/test/test_calib3d.cpp b/modules/ocl/test/test_calib3d.cpp new file mode 100644 index 0000000000..58dbcc2e3d --- /dev/null +++ b/modules/ocl/test/test_calib3d.cpp @@ -0,0 +1,94 @@ +/////////////////////////////////////////////////////////////////////////////////////// +// +// 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) 2010-2012, Institute Of Software Chinese Academy Of Science, all rights reserved. +// Copyright (C) 2010-2012, Advanced Micro Devices, Inc., all rights reserved. +// Third party copyrights are property of their respective owners. +// +// @Authors + +// +// 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 oclMaterials 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 + +#ifdef HAVE_OPENCL + +using namespace cv; + +extern std::string workdir; +PARAM_TEST_CASE(StereoMatchBM, int, int) +{ + int n_disp; + int winSize; + + virtual void SetUp() + { + n_disp = GET_PARAM(0); + winSize = GET_PARAM(1); + } +}; + +TEST_P(StereoMatchBM, Accuracy) +{ + + Mat left_image = readImage(workdir + "../ocl/aloe-L.png", IMREAD_GRAYSCALE); + Mat right_image = readImage(workdir + "../ocl/aloe-R.png", IMREAD_GRAYSCALE); + Mat disp_gold = readImage(workdir + "../ocl/aloe-disp.png", IMREAD_GRAYSCALE); + ocl::oclMat d_left, d_right; + ocl::oclMat d_disp(left_image.size(), CV_8U); + Mat disp; + + ASSERT_FALSE(left_image.empty()); + ASSERT_FALSE(right_image.empty()); + ASSERT_FALSE(disp_gold.empty()); + d_left.upload(left_image); + d_right.upload(right_image); + + ocl::StereoBM_OCL bm(0, n_disp, winSize); + + + bm(d_left, d_right, d_disp); + d_disp.download(disp); + + EXPECT_MAT_SIMILAR(disp_gold, disp, 1e-3); +} + +INSTANTIATE_TEST_CASE_P(GPU_Calib3D, StereoMatchBM, testing::Combine(testing::Values(128), + testing::Values(19))); + +#endif // HAVE_OPENCL diff --git a/samples/ocl/aloe-L.png b/samples/ocl/aloe-L.png new file mode 100644 index 0000000000000000000000000000000000000000..47587668e25f51fd9117a98d1b38ea1ee834fdc5 GIT binary patch literal 737508 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zz*ttLMq4t2`vGMWvN!!2)MVl}hGX#^u6Y&nLhkhkwKSQY>GAvT(-8UKI^A4y>~01T zl}4fBQIgPJ3&PiF9@tkli>ndnNG`;HclgsITHNmQw-uQlQi{t*OWThqMG&;T^y}oG zw@suIR`kS|zC9+6jf~%MG>G^eAc+IB6=PFP3QAJhFe`5lhuA}l&tTNFh-Y175~viy z04zh<$q->pqC2>usl!-2=BA9#TF8GWZ@yw~(+Ngb?~}J}L>o6Hce@dB+gU1`pPuDx zLLVP!;d2#OM280AYj?%IeSN$zOkDP-d*cPwIRU?Xm6a9WbaMKxmtQ;^eXK6|RM1i;e*Ca~9kz&`ElCA~l=Jj) zej4m7+QLn<_Y5=`)KjoXus9k`O;^@!CxJ>O4E6-BWRpE_33_`fdAXBlnFTO^X{xpB z((U2ibwVP(KYQQb6=L%w;SXSsB8l*EX-SfK!YgDN0nsy@mm~DF5-kCA2$(^W)f8pu z1B8ZhWHgJ0Mi(t{(wyPM)ak3*?MJ}Kmc*FCc-0ykm? zwY)X?9Q`N&g&u1J4DnH4!+83mEA|2ldk+e+(5J>>(ZpDRI!(`(0!Ep_ab>=bzMLrhj9xRXlt0W{v5?W4 zR-V+j3;25Dx(!kDZgLT8Fiv@bH&pG}qt878L)zQiAS6`53(XWgXZUJ=!eVn;`VBZv zYKdI3!ms5DMTM>u8oZJ4#Fa+|-iH!TY*mOLk%;v2o;hFnHOIc22)Lxsp$CvmKJUfL zkB;s>hVa;}Q|3e6G#NcIxIgV%icrpIJ=hw7HaHqz@eMk0*A#@>*eX7b|9Ntyl>w4T zTjit`BQGZ#U*1?BgPB00A-H6- Date: Mon, 11 Mar 2013 17:21:31 +0800 Subject: [PATCH 2/3] remove the OpenCL define --- modules/ocl/src/stereobm.cpp | 34 ++-------------------------------- 1 file changed, 2 insertions(+), 32 deletions(-) diff --git a/modules/ocl/src/stereobm.cpp b/modules/ocl/src/stereobm.cpp index 2f24881ddd..39a22eebb4 100644 --- a/modules/ocl/src/stereobm.cpp +++ b/modules/ocl/src/stereobm.cpp @@ -12,10 +12,12 @@ // // Copyright (C) 2010-2012, Institute Of Software Chinese Academy Of Science, all rights reserved. // Copyright (C) 2010-2012, Advanced Micro Devices, Inc., all rights reserved. +// Copyright (C) 2010-2012, Multicoreware, Inc., all rights reserved. // Third party copyrights are property of their respective owners. // // @Authors // Jia Haipeng, jiahaipeng95@gmail.com +// Xiaopeng Fu, xiaopeng@multicorewareinc.com // // Redistribution and use in source and binary forms, with or without modification, // are permitted provided that the following conditions are met: @@ -50,37 +52,6 @@ using namespace cv; using namespace cv::ocl; using namespace std; -//////////////////////////////////////////////////////////////////////// -///////////////// stereoBM ///////////////////////////////////////////// -//////////////////////////////////////////////////////////////////////// - -#if !defined (HAVE_OPENCL) - -namespace cv -{ -namespace ocl -{ -cv::ocl::StereoBM_OCL::StereoBM_OCL() -{ - throw_nogpu(); -} -cv::ocl::StereoBM_OCL::StereoBM_OCL(int, int, int) -{ - throw_nogpu(); -} -bool cv::ocl::StereoBM_OCL::checkIfGpuCallReasonable() -{ - throw_nogpu(); - return false; -} -void cv::ocl::StereoBM_OCL::operator() ( const oclMat &, const oclMat &, oclMat &) -{ - throw_nogpu(); -} -} -} - -#else /* !defined (HAVE_OPENCL) */ namespace cv { @@ -290,4 +261,3 @@ void cv::ocl::StereoBM_OCL::operator() ( const oclMat &left, const oclMat &right cv::ocl::stereoBM::operator_(minSSD, leBuf, riBuf, preset, ndisp, winSize, avergeTexThreshold, left, right, disparity); } -#endif /* !defined (HAVE_OPENCL) */ From f8985bb7fc84bd682ff8900c04120d7c4285b120 Mon Sep 17 00:00:00 2001 From: yao Date: Tue, 12 Mar 2013 08:55:50 +0800 Subject: [PATCH 3/3] fix warnings on Linux --- modules/ocl/src/stereobm.cpp | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/modules/ocl/src/stereobm.cpp b/modules/ocl/src/stereobm.cpp index 39a22eebb4..57e14f93d1 100644 --- a/modules/ocl/src/stereobm.cpp +++ b/modules/ocl/src/stereobm.cpp @@ -72,7 +72,7 @@ namespace stereoBM ///////////////////////////////////////////////////////////////////////// //////////////////////////prefilter_xsbel//////////////////////////////// //////////////////////////////////////////////////////////////////////// -void prefilter_xsobel(const oclMat &input, oclMat &output, int prefilterCap) +static void prefilter_xsobel(const oclMat &input, oclMat &output, int prefilterCap) { Context *clCxt = input.clCxt; @@ -110,7 +110,7 @@ static inline int divUp(int total, int grain) //////////////////////////////////////////////////////////////////////////// ///////////////////////////////stereoBM_GPU//////////////////////////////// //////////////////////////////////////////////////////////////////////////// -void stereo_bm(const oclMat &left, const oclMat &right, oclMat &disp, +static void stereo_bm(const oclMat &left, const oclMat &right, oclMat &disp, int maxdisp, int winSize, oclMat &minSSD_buf) { int winsz2 = winSize >> 1; @@ -160,7 +160,7 @@ void stereo_bm(const oclMat &left, const oclMat &right, oclMat &disp, //////////////////////////////////////////////////////////////////////////// ///////////////////////////////postfilter_textureness/////////////////////// //////////////////////////////////////////////////////////////////////////// -void postfilter_textureness(oclMat &left, int winSize, +static void postfilter_textureness(oclMat &left, int winSize, float avergeTexThreshold, oclMat &disparity) { Context *clCxt = left.clCxt; @@ -197,7 +197,7 @@ void postfilter_textureness(oclMat &left, int winSize, ////////////////////////////////////////////////////////////////////////////// /////////////////////////////////////operator///////////////////////////////// ///////////////////////////////////////////////////////////////////////////// -void operator_(oclMat &minSSD, oclMat &leBuf, oclMat &riBuf, int preset, int ndisp, +static void operator_(oclMat &minSSD, oclMat &leBuf, oclMat &riBuf, int preset, int ndisp, int winSize, float avergeTexThreshold, const oclMat &left, const oclMat &right, oclMat &disparity)