#include "perf_precomp.hpp" namespace opencv_test { using namespace perf; CV_ENUM(MotionType, MOTION_TRANSLATION, MOTION_EUCLIDEAN, MOTION_AFFINE, MOTION_HOMOGRAPHY) CV_ENUM(ReadFlag, IMREAD_GRAYSCALE, IMREAD_COLOR) typedef std::tuple TestParams; typedef perf::TestBaseWithParam ECCPerfTest; PERF_TEST_P(ECCPerfTest, findTransformECC, testing::Combine(testing::Values(MOTION_TRANSLATION, MOTION_EUCLIDEAN, MOTION_AFFINE, MOTION_HOMOGRAPHY), testing::Values(IMREAD_GRAYSCALE, IMREAD_COLOR))) { int transform_type = get<0>(GetParam()); int readFlag = get<1>(GetParam()); Mat img = imread(getDataPath("cv/shared/fruits_ecc.png"), readFlag); Mat templateImage; Mat warpMat; Mat warpGround; double angle; switch (transform_type) { case MOTION_TRANSLATION: warpGround = (Mat_(2, 3) << 1.f, 0.f, 7.234f, 0.f, 1.f, 11.839f); warpAffine(img, templateImage, warpGround, Size(200, 200), INTER_LINEAR + WARP_INVERSE_MAP); break; case MOTION_EUCLIDEAN: angle = CV_PI / 30; warpGround = (Mat_(2, 3) << (float)cos(angle), (float)-sin(angle), 12.123f, (float)sin(angle), (float)cos(angle), 14.789f); warpAffine(img, templateImage, warpGround, Size(200, 200), INTER_LINEAR + WARP_INVERSE_MAP); break; case MOTION_AFFINE: warpGround = (Mat_(2, 3) << 0.98f, 0.03f, 15.523f, -0.02f, 0.95f, 10.456f); warpAffine(img, templateImage, warpGround, Size(200, 200), INTER_LINEAR + WARP_INVERSE_MAP); break; case MOTION_HOMOGRAPHY: warpGround = (Mat_(3, 3) << 0.98f, 0.03f, 15.523f, -0.02f, 0.95f, 10.456f, 0.0002f, 0.0003f, 1.f); warpPerspective(img, templateImage, warpGround, Size(200, 200), INTER_LINEAR + WARP_INVERSE_MAP); break; } TEST_CYCLE() { if (transform_type < 3) warpMat = Mat::eye(2, 3, CV_32F); else warpMat = Mat::eye(3, 3, CV_32F); findTransformECC(templateImage, img, warpMat, transform_type, TermCriteria(TermCriteria::COUNT + TermCriteria::EPS, 5, -1)); } if (transform_type == MOTION_HOMOGRAPHY) { // NOTE: for Mac M1 + KleidiCV // ECCPerfTest_findTransformECC.findTransformECC/6, where GetParam() = (MOTION_HOMOGRAPHY, IMREAD_GRAYSCALE) SANITY_CHECK(warpMat, 8.3e-3); } else { SANITY_CHECK(warpMat, 3e-3); } } } // namespace opencv_test