1.x related fixes
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@ -48,7 +48,9 @@ GPU_PERF_TEST(ConnectedComponents, cv::gpu::DeviceInfo, cv::Size)
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cv::gpu::DeviceInfo devInfo = GET_PARAM(0);
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cv::gpu::setDevice(devInfo.deviceID());
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cv::Mat image = readImage("gpu/labeling/label.png", cv::IMREAD_GRAYSCALE);
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cv::Mat image = readImage("gpu/labeling/aloe-disp.png", cv::IMREAD_GRAYSCALE);
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cv::threshold(image, image, 150, 255, CV_THRESH_BINARY);
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cv::gpu::GpuMat mask;
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mask.create(image.rows, image.cols, CV_8UC1);
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157
modules/gpu/perf_cpu/perf_labeling.cpp
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157
modules/gpu/perf_cpu/perf_labeling.cpp
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@ -0,0 +1,157 @@
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/*M///////////////////////////////////////////////////////////////////////////////////////
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//
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// IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING.
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//
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// By downloading, copying, installing or using the software you agree to this license.
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// If you do not agree to this license, do not download, install,
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// copy or use the software.
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//
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//
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// License Agreement
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// For Open Source Computer Vision Library
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//
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// Copyright (C) 2000-2008, Intel Corporation, all rights reserved.
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// Copyright (C) 2008-2011, Willow Garage Inc., all rights reserved.
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// Third party copyrights are property of their respective owners.
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//
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// Redistribution and use in source and binary forms, with or without modification,
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// are permitted provided that the following conditions are met:
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//
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// * Redistributions of source code must retain the above copyright notice,
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// this list of conditions and the following disclaimer.
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//
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// * Redistributions in binary form must reproduce the above copyright notice,
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// this list of conditions and the following disclaimer in the documentation
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// and/or other materials provided with the distribution.
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//
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// * The name of the copyright holders may not be used to endorse or promote products
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// derived from this software without specific prior written permission.
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//
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// This software is provided by the copyright holders and contributors "as is" and
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// any express or implied warranties, including, but not limited to, the implied
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// warranties of merchantability and fitness for a particular purpose are disclaimed.
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// In no event shall the Intel Corporation or contributors be liable for any direct,
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// indirect, incidental, special, exemplary, or consequential damages
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// (including, but not limited to, procurement of substitute goods or services;
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// loss of use, data, or profits; or business interruption) however caused
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// and on any theory of liability, whether in contract, strict liability,
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// or tort (including negligence or otherwise) arising in any way out of
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// the use of this software, even if advised of the possibility of such damage.
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//M*/
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#include "perf_precomp.hpp"
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#ifdef HAVE_CUDA
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namespace {
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struct GreedyLabeling
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{
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struct dot
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{
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int x;
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int y;
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static dot make(int i, int j)
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{
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dot d; d.x = i; d.y = j;
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return d;
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}
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};
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struct InInterval
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{
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InInterval(const int& _lo, const int& _hi) : lo(-_lo), hi(_hi) {};
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const int lo, hi;
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bool operator() (const unsigned char a, const unsigned char b) const
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{
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int d = a - b;
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return lo <= d && d <= hi;
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}
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};
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GreedyLabeling(cv::Mat img)
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: image(img), _labels(image.size(), CV_32SC1, cv::Scalar::all(-1)) {stack = new dot[image.cols * image.rows];}
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~GreedyLabeling(){delete[] stack;}
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void operator() (cv::Mat labels) const
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{
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InInterval inInt(0, 2);
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int cc = -1;
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int* dist_labels = (int*)labels.data;
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int pitch = labels.step1();
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unsigned char* source = (unsigned char*)image.data;
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int width = image.cols;
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int height = image.rows;
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for (int j = 0; j < image.rows; ++j)
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for (int i = 0; i < image.cols; ++i)
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{
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if (dist_labels[j * pitch + i] != -1) continue;
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dot* top = stack;
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dot p = dot::make(i, j);
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cc++;
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dist_labels[j * pitch + i] = cc;
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while (top >= stack)
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{
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int* dl = &dist_labels[p.y * pitch + p.x];
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unsigned char* sp = &source[p.y * image.step1() + p.x];
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dl[0] = cc;
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//right
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if( p.x < (width - 1) && dl[ +1] == -1 && inInt(sp[0], sp[+1]))
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*top++ = dot::make(p.x + 1, p.y);
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//left
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if( p.x > 0 && dl[-1] == -1 && inInt(sp[0], sp[-1]))
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*top++ = dot::make(p.x - 1, p.y);
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//bottom
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if( p.y < (height - 1) && dl[+pitch] == -1 && inInt(sp[0], sp[+image.step1()]))
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*top++ = dot::make(p.x, p.y + 1);
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//top
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if( p.y > 0 && dl[-pitch] == -1 && inInt(sp[0], sp[-image.step1()]))
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*top++ = dot::make(p.x, p.y - 1);
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p = *--top;
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}
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}
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}
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cv::Mat image;
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cv::Mat _labels;
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dot* stack;
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};
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}
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GPU_PERF_TEST(ConnectedComponents, cv::gpu::DeviceInfo, cv::Size)
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{
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cv::gpu::DeviceInfo devInfo = GET_PARAM(0);
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cv::gpu::setDevice(devInfo.deviceID());
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cv::Mat image = readImage("gpu/labeling/aloe-disp.png", cv::IMREAD_GRAYSCALE);
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GreedyLabeling host(image);
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host(host._labels);
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declare.time(1.0);
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TEST_CYCLE()
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{
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host(host._labels);
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}
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}
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INSTANTIATE_TEST_CASE_P(Labeling, ConnectedComponents, testing::Combine(ALL_DEVICES, testing::Values(cv::Size(261, 262))));
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#endif
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@ -42,6 +42,7 @@
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#include <opencv2/gpu/device/common.hpp>
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#include <opencv2/gpu/device/vec_traits.hpp>
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#include <opencv2/gpu/device/vec_math.hpp>
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#include <opencv2/gpu/device/emulation.hpp>
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#include <iostream>
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#include <stdio.h>
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@ -255,8 +256,7 @@ namespace cv { namespace gpu { namespace device
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edgesTile[yloc][xloc] = c;
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}
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for (int i = 0; ; ++i)
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for (int k = 0; ;++k)
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{
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//1. backup
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#pragma unroll
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@ -312,11 +312,12 @@ namespace cv { namespace gpu { namespace device
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if (new_labels[i][j] < old_labels[i][j])
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{
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changed = 1;
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atomicMin(&labelsTile[0][0] + old_labels[i][j], new_labels[i][j]);
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Emulation::smem::atomicMin(&labelsTile[0][0] + old_labels[i][j], new_labels[i][j]);
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}
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}
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changed = __syncthreads_or(changed);
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changed = Emulation::sycthOr(changed);
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if (!changed)
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break;
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@ -108,6 +108,8 @@ void cv::gpu::connectivityMask(const GpuMat& image, GpuMat& mask, const cv::Scal
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void cv::gpu::labelComponents(const GpuMat& mask, GpuMat& components, int flags, Stream& s)
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{
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if (!TargetArchs::builtWith(SHARED_ATOMICS) || !DeviceInfo().supports(SHARED_ATOMICS))
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CV_Error(CV_StsNotImplemented, "The device doesn't support shared atomics and communicative synchronization!");
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CV_Assert(!mask.empty() && mask.type() == CV_8U);
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if (mask.size() != components.size() || components.type() != CV_32SC1)
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@ -50,6 +50,17 @@ namespace cv { namespace gpu { namespace device
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{
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struct Emulation
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{
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static __device__ __forceinline__ int sycthOr(int pred)
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{
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#if defined (__CUDA_ARCH__) && (__CUDA_ARCH__ < 120)
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// just campilation stab
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return false;
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#else
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return __syncthreads_or(pred);
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#endif
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}
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template<int CTA_SIZE>
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static __forceinline__ __device__ int Ballot(int predicate)
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{
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@ -164,7 +164,7 @@ struct Labeling : testing::TestWithParam<cv::gpu::DeviceInfo>
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cv::Mat loat_image()
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{
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return cv::imread(std::string( cvtest::TS::ptr()->get_data_path() ) + "labeling/label.png");
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return cv::imread(std::string( cvtest::TS::ptr()->get_data_path() ) + "labeling/IMG_0727.JPG");
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}
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};
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@ -173,6 +173,8 @@ TEST_P(Labeling, ConnectedComponents)
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cv::Mat image;
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cvtColor(loat_image(), image, CV_BGR2GRAY);
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cv::threshold(image, image, 150, 255, CV_THRESH_BINARY);
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ASSERT_TRUE(image.type() == CV_8UC1);
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GreedyLabeling host(image);
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@ -189,6 +191,10 @@ TEST_P(Labeling, ConnectedComponents)
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ASSERT_NO_THROW(cv::gpu::labelComponents(mask, components));
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host.checkCorrectness(cv::Mat(components));
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cv::imshow("test", image);
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cv::waitKey(0);
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cv::imshow("test", host._labels);
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cv::waitKey(0);
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}
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INSTANTIATE_TEST_CASE_P(ConnectedComponents, Labeling, ALL_DEVICES);
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