2d30480982
removed void integral(const GpuMat& src, GpuMat& sum, GpuMat& sqsum, Stream& stream) - it fails with NPP_NOT_IMPLEMENTED error updated docs, accuracy and performance tests
134 lines
3.9 KiB
C++
134 lines
3.9 KiB
C++
#include <iostream>
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#include <vector>
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#include <sstream>
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#include "opencv2/core/core.hpp"
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#include "opencv2/highgui/highgui.hpp"
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#include "opencv2/video/video.hpp"
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#include "opencv2/gpu/gpu.hpp"
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using namespace std;
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using namespace cv;
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using namespace cv::gpu;
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template <typename T>
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inline T mapVal(T x, T a, T b, T c, T d)
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{
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x = ::max(::min(x, b), a);
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return c + (d-c) * (x-a) / (b-a);
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}
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void colorizeFlow(const Mat &u, const Mat &v, Mat &dst)
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{
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double uMin, uMax;
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minMaxLoc(u, &uMin, &uMax, 0, 0);
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double vMin, vMax;
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minMaxLoc(v, &vMin, &vMax, 0, 0);
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uMin = ::abs(uMin); uMax = ::abs(uMax);
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vMin = ::abs(vMin); vMax = ::abs(vMax);
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float dMax = static_cast<float>(::max(::max(uMin, uMax), ::max(vMin, vMax)));
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dst.create(u.size(), CV_8UC3);
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for (int y = 0; y < u.rows; ++y)
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{
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for (int x = 0; x < u.cols; ++x)
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{
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dst.at<uchar>(y,3*x) = 0;
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dst.at<uchar>(y,3*x+1) = (uchar)mapVal(-v.at<float>(y,x), -dMax, dMax, 0.f, 255.f);
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dst.at<uchar>(y,3*x+2) = (uchar)mapVal(u.at<float>(y,x), -dMax, dMax, 0.f, 255.f);
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}
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}
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}
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int main(int argc, char **argv)
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{
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CommandLineParser cmd(argc, argv,
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"{ l | left | | specify left image }"
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"{ r | right | | specify right image }"
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"{ h | help | false | print help message }");
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if (cmd.get<bool>("help"))
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{
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cout << "Farneback's optical flow sample.\n\n"
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<< "Usage: farneback_optical_flow_gpu [arguments]\n\n"
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<< "Arguments:\n";
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cmd.printParams();
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return 0;
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}
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string pathL = cmd.get<string>("left");
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string pathR = cmd.get<string>("right");
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if (pathL.empty()) cout << "Specify left image path\n";
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if (pathR.empty()) cout << "Specify right image path\n";
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if (pathL.empty() || pathR.empty()) return -1;
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Mat frameL = imread(pathL, IMREAD_GRAYSCALE);
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Mat frameR = imread(pathR, IMREAD_GRAYSCALE);
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if (frameL.empty()) cout << "Can't open '" << pathL << "'\n";
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if (frameR.empty()) cout << "Can't open '" << pathR << "'\n";
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if (frameL.empty() || frameR.empty()) return -1;
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GpuMat d_frameL(frameL), d_frameR(frameR);
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GpuMat d_flowx, d_flowy;
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FarnebackOpticalFlow d_calc;
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Mat flowxy, flowx, flowy, image;
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bool running = true, gpuMode = true;
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int64 t, t0=0, t1=1, tc0, tc1;
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cout << "Use 'm' for CPU/GPU toggling\n";
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while (running)
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{
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t = getTickCount();
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if (gpuMode)
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{
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tc0 = getTickCount();
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d_calc(d_frameL, d_frameR, d_flowx, d_flowy);
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tc1 = getTickCount();
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d_flowx.download(flowx);
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d_flowy.download(flowy);
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}
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else
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{
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tc0 = getTickCount();
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calcOpticalFlowFarneback(
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frameL, frameR, flowxy, d_calc.pyrScale, d_calc.numLevels, d_calc.winSize,
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d_calc.numIters, d_calc.polyN, d_calc.polySigma, d_calc.flags);
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tc1 = getTickCount();
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Mat planes[] = {flowx, flowy};
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split(flowxy, planes);
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flowx = planes[0]; flowy = planes[1];
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}
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colorizeFlow(flowx, flowy, image);
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stringstream s;
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s << "mode: " << (gpuMode?"GPU":"CPU");
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putText(image, s.str(), Point(5, 25), FONT_HERSHEY_SIMPLEX, 1., Scalar(255,0,255), 2);
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s.str("");
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s << "opt. flow FPS: " << cvRound((getTickFrequency()/(tc1-tc0)));
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putText(image, s.str(), Point(5, 65), FONT_HERSHEY_SIMPLEX, 1., Scalar(255,0,255), 2);
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s.str("");
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s << "total FPS: " << cvRound((getTickFrequency()/(t1-t0)));
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putText(image, s.str(), Point(5, 105), FONT_HERSHEY_SIMPLEX, 1., Scalar(255,0,255), 2);
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imshow("flow", image);
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char ch = (char)waitKey(3);
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if (ch == 27)
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running = false;
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else if (ch == 'm' || ch == 'M')
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gpuMode = !gpuMode;
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t0 = t;
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t1 = getTickCount();
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}
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return 0;
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}
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