opencv/modules/features2d/perf/perf_sift.cpp
2020-04-23 08:45:22 +00:00

86 lines
2.3 KiB
C++

// This file is part of OpenCV project.
// It is subject to the license terms in the LICENSE file found in the top-level directory
// of this distribution and at http://opencv.org/license.html.
#include "perf_precomp.hpp"
namespace opencv_test { namespace {
typedef perf::TestBaseWithParam<std::string> SIFT_detect;
typedef perf::TestBaseWithParam<std::string> SIFT_extract;
typedef perf::TestBaseWithParam<std::string> SIFT_full;
#define SIFT_IMAGES \
"cv/detectors_descriptors_evaluation/images_datasets/leuven/img1.png",\
"stitching/a3.png"
PERF_TEST_P_(SIFT_detect, SIFT)
{
string filename = getDataPath(GetParam());
Mat frame = imread(filename, IMREAD_GRAYSCALE);
ASSERT_FALSE(frame.empty()) << "Unable to load source image " << filename;
Mat mask;
declare.in(frame).time(90);
Ptr<SIFT> detector = SIFT::create();
vector<KeyPoint> points;
PERF_SAMPLE_BEGIN();
detector->detect(frame, points, mask);
PERF_SAMPLE_END();
SANITY_CHECK_NOTHING();
}
PERF_TEST_P_(SIFT_extract, SIFT)
{
string filename = getDataPath(GetParam());
Mat frame = imread(filename, IMREAD_GRAYSCALE);
ASSERT_FALSE(frame.empty()) << "Unable to load source image " << filename;
Mat mask;
declare.in(frame).time(90);
Ptr<SIFT> detector = SIFT::create();
vector<KeyPoint> points;
Mat descriptors;
detector->detect(frame, points, mask);
PERF_SAMPLE_BEGIN();
detector->compute(frame, points, descriptors);
PERF_SAMPLE_END();
SANITY_CHECK_NOTHING();
}
PERF_TEST_P_(SIFT_full, SIFT)
{
string filename = getDataPath(GetParam());
Mat frame = imread(filename, IMREAD_GRAYSCALE);
ASSERT_FALSE(frame.empty()) << "Unable to load source image " << filename;
Mat mask;
declare.in(frame).time(90);
Ptr<SIFT> detector = SIFT::create();
vector<KeyPoint> points;
Mat descriptors;
PERF_SAMPLE_BEGIN();
detector->detectAndCompute(frame, mask, points, descriptors, false);
PERF_SAMPLE_END();
SANITY_CHECK_NOTHING();
}
INSTANTIATE_TEST_CASE_P(/*nothing*/, SIFT_detect,
testing::Values(SIFT_IMAGES)
);
INSTANTIATE_TEST_CASE_P(/*nothing*/, SIFT_extract,
testing::Values(SIFT_IMAGES)
);
INSTANTIATE_TEST_CASE_P(/*nothing*/, SIFT_full,
testing::Values(SIFT_IMAGES)
);
}} // namespace