performance tests for FAST
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modules/features2d/perf/opencl/perf_fast.cpp
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50
modules/features2d/perf/opencl/perf_fast.cpp
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#include "perf_precomp.hpp"
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#include "opencv2/ts/ocl_perf.hpp"
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#ifdef HAVE_OPENCL
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namespace cvtest {
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namespace ocl {
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enum { TYPE_5_8 =FastFeatureDetector::TYPE_5_8, TYPE_7_12 = FastFeatureDetector::TYPE_7_12, TYPE_9_16 = FastFeatureDetector::TYPE_9_16 };
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CV_ENUM(FastType, TYPE_5_8, TYPE_7_12)
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typedef std::tr1::tuple<string, FastType> File_Type_t;
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typedef TestBaseWithParam<File_Type_t> FASTFixture;
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#define FAST_IMAGES \
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"cv/detectors_descriptors_evaluation/images_datasets/leuven/img1.png",\
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"stitching/a3.png"
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OCL_PERF_TEST_P(FASTFixture, FastDetect, testing::Combine(
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testing::Values(FAST_IMAGES),
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FastType::all()
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))
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{
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string filename = getDataPath(get<0>(GetParam()));
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int type = get<1>(GetParam());
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Mat mframe = imread(filename, IMREAD_GRAYSCALE);
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if (mframe.empty())
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FAIL() << "Unable to load source image " << filename;
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UMat frame;
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mframe.copyTo(frame);
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declare.in(frame);
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Ptr<FeatureDetector> fd = Algorithm::create<FeatureDetector>("Feature2D.FAST");
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ASSERT_FALSE( fd.empty() );
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fd->set("threshold", 20);
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fd->set("nonmaxSuppression", true);
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fd->set("type", type);
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vector<KeyPoint> points;
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OCL_TEST_CYCLE() fd->detect(frame, points);
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SANITY_CHECK_KEYPOINTS(points);
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}
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} // ocl
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} // cvtest
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#endif // HAVE_OPENCL
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@ -27,7 +27,7 @@ OCL_PERF_TEST_P(ORBFixture, ORB_Detect, ORB_IMAGES)
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OCL_TEST_CYCLE() detector(frame, mask, points);
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OCL_TEST_CYCLE() detector(frame, mask, points);
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sort(points.begin(), points.end(), comparators::KeypointGreater());
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std::sort(points.begin(), points.end(), comparators::KeypointGreater());
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SANITY_CHECK_KEYPOINTS(points, 1e-5);
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SANITY_CHECK_KEYPOINTS(points, 1e-5);
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}
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}
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@ -47,7 +47,7 @@ OCL_PERF_TEST_P(ORBFixture, ORB_Extract, ORB_IMAGES)
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ORB detector(1500, 1.3f, 1);
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ORB detector(1500, 1.3f, 1);
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vector<KeyPoint> points;
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vector<KeyPoint> points;
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detector(frame, mask, points);
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detector(frame, mask, points);
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sort(points.begin(), points.end(), comparators::KeypointGreater());
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std::sort(points.begin(), points.end(), comparators::KeypointGreater());
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UMat descriptors;
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UMat descriptors;
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@ -4,6 +4,8 @@
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#include "opencv2/core.hpp"
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#include "opencv2/core.hpp"
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#include "ts_gtest.h"
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#include "ts_gtest.h"
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#include <functional>
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#if !(defined(LOGD) || defined(LOGI) || defined(LOGW) || defined(LOGE))
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#if !(defined(LOGD) || defined(LOGI) || defined(LOGW) || defined(LOGE))
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# if defined(ANDROID) && defined(USE_ANDROID_LOGGING)
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# if defined(ANDROID) && defined(USE_ANDROID_LOGGING)
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# include <android/log.h>
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# include <android/log.h>
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@ -555,31 +557,33 @@ namespace comparators
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{
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{
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template<typename T>
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template<typename T>
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struct CV_EXPORTS RectLess_
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struct CV_EXPORTS RectLess_ :
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public std::binary_function<cv::Rect_<T>, cv::Rect_<T>, bool>
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{
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{
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bool operator()(const cv::Rect_<T>& r1, const cv::Rect_<T>& r2) const
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bool operator()(const cv::Rect_<T>& r1, const cv::Rect_<T>& r2) const
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{
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{
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return r1.x < r2.x
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return r1.x < r2.x ||
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|| (r1.x == r2.x && r1.y < r2.y)
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(r1.x == r2.x && r1.y < r2.y) ||
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|| (r1.x == r2.x && r1.y == r2.y && r1.width < r2.width)
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(r1.x == r2.x && r1.y == r2.y && r1.width < r2.width) ||
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|| (r1.x == r2.x && r1.y == r2.y && r1.width == r2.width && r1.height < r2.height);
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(r1.x == r2.x && r1.y == r2.y && r1.width == r2.width && r1.height < r2.height);
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}
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}
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};
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};
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typedef RectLess_<int> RectLess;
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typedef RectLess_<int> RectLess;
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struct CV_EXPORTS KeypointGreater
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struct CV_EXPORTS KeypointGreater :
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public std::binary_function<cv::KeyPoint, cv::KeyPoint, bool>
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{
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{
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bool operator()(const cv::KeyPoint& kp1, const cv::KeyPoint& kp2) const
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bool operator()(const cv::KeyPoint& kp1, const cv::KeyPoint& kp2) const
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{
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{
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if(kp1.response > kp2.response) return true;
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if (kp1.response > kp2.response) return true;
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if(kp1.response < kp2.response) return false;
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if (kp1.response < kp2.response) return false;
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if(kp1.size > kp2.size) return true;
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if (kp1.size > kp2.size) return true;
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if(kp1.size < kp2.size) return false;
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if (kp1.size < kp2.size) return false;
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if(kp1.octave > kp2.octave) return true;
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if (kp1.octave > kp2.octave) return true;
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if(kp1.octave < kp2.octave) return false;
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if (kp1.octave < kp2.octave) return false;
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if(kp1.pt.y < kp2.pt.y) return false;
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if (kp1.pt.y < kp2.pt.y) return false;
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if(kp1.pt.y > kp2.pt.y) return true;
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if (kp1.pt.y > kp2.pt.y) return true;
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return kp1.pt.x < kp2.pt.x;
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return kp1.pt.x < kp2.pt.x;
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}
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}
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};
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};
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