#include "perf_precomp.hpp" using namespace std; using namespace testing; namespace { DEF_PARAM_TEST_1(Image, string); struct GreedyLabeling { struct dot { int x; int y; static dot make(int i, int j) { dot d; d.x = i; d.y = j; return d; } }; struct InInterval { InInterval(const int& _lo, const int& _hi) : lo(-_lo), hi(_hi) {}; const int lo, hi; bool operator() (const unsigned char a, const unsigned char b) const { int d = a - b; return lo <= d && d <= hi; } }; GreedyLabeling(cv::Mat img) : image(img), _labels(image.size(), CV_32SC1, cv::Scalar::all(-1)) {stack = new dot[image.cols * image.rows];} ~GreedyLabeling(){delete[] stack;} void operator() (cv::Mat labels) const { labels.setTo(cv::Scalar::all(-1)); InInterval inInt(0, 2); int cc = -1; int* dist_labels = (int*)labels.data; int pitch = labels.step1(); unsigned char* source = (unsigned char*)image.data; int width = image.cols; int height = image.rows; for (int j = 0; j < image.rows; ++j) for (int i = 0; i < image.cols; ++i) { if (dist_labels[j * pitch + i] != -1) continue; dot* top = stack; dot p = dot::make(i, j); cc++; dist_labels[j * pitch + i] = cc; while (top >= stack) { int* dl = &dist_labels[p.y * pitch + p.x]; unsigned char* sp = &source[p.y * image.step1() + p.x]; dl[0] = cc; //right if( p.x < (width - 1) && dl[ +1] == -1 && inInt(sp[0], sp[+1])) *top++ = dot::make(p.x + 1, p.y); //left if( p.x > 0 && dl[-1] == -1 && inInt(sp[0], sp[-1])) *top++ = dot::make(p.x - 1, p.y); //bottom if( p.y < (height - 1) && dl[+pitch] == -1 && inInt(sp[0], sp[+image.step1()])) *top++ = dot::make(p.x, p.y + 1); //top if( p.y > 0 && dl[-pitch] == -1 && inInt(sp[0], sp[-image.step1()])) *top++ = dot::make(p.x, p.y - 1); p = *--top; } } } cv::Mat image; cv::Mat _labels; dot* stack; }; PERF_TEST_P(Image, Labeling_ConnectedComponents, Values("gpu/labeling/aloe-disp.png")) { declare.time(1.0); cv::Mat image = readImage(GetParam(), cv::IMREAD_GRAYSCALE); if (runOnGpu) { cv::gpu::GpuMat mask; mask.create(image.rows, image.cols, CV_8UC1); cv::gpu::GpuMat components; components.create(image.rows, image.cols, CV_32SC1); cv::gpu::connectivityMask(cv::gpu::GpuMat(image), mask, cv::Scalar::all(0), cv::Scalar::all(2)); ASSERT_NO_THROW(cv::gpu::labelComponents(mask, components)); TEST_CYCLE() { cv::gpu::labelComponents(mask, components); } } else { GreedyLabeling host(image); host(host._labels); declare.time(1.0); TEST_CYCLE() { host(host._labels); } } } } // namespace