PERF_TEST_P(Size_MatType, buildPyramid, testing::Combine(
testing::Values(sz1080p, sz720p, szVGA, szQVGA, szODD),
testing::Values(CV_8UC1, CV_8UC3, CV_8UC4, CV_32FC1, CV_32FC3, CV_32FC4)
)
)
{
Size sz = get<0>(GetParam());
int matType = get<1>(GetParam());
int maxLevel = 5;
const double eps = CV_MAT_DEPTH(matType) <= CV_32S ? 1 : 1e-5;
perf::ERROR_TYPE error_type = CV_MAT_DEPTH(matType) <= CV_32S ? ERROR_ABSOLUTE : ERROR_RELATIVE;
Mat src(sz, matType);
std::vector<Mat> dst(maxLevel);
declare.in(src, WARMUP_RNG);
TEST_CYCLE() buildPyramid(src, dst, maxLevel);
Mat dst0 = dst[0], dst1 = dst[1], dst2 = dst[2], dst3 = dst[3], dst4 = dst[4];
SANITY_CHECK(dst0, eps, error_type);
SANITY_CHECK(dst1, eps, error_type);
SANITY_CHECK(dst2, eps, error_type);
SANITY_CHECK(dst3, eps, error_type);
SANITY_CHECK(dst4, eps, error_type);
}
PERF_TEST_P(TestWarpAffine, WarpAffine_ovx,
Combine(
Values(szVGA, sz720p, sz1080p),
InterType::all(),
BorderMode::all()
)
)
{
Size sz, szSrc(512, 512);
int borderMode, interType;
sz = get<0>(GetParam());
interType = get<1>(GetParam());
borderMode = get<2>(GetParam());
Scalar borderColor = Scalar::all(150);
Mat src(szSrc, CV_8UC1), dst(sz, CV_8UC1);
cvtest::fillGradient(src);
if (borderMode == BORDER_CONSTANT) cvtest::smoothBorder(src, borderColor, 1);
Mat warpMat = getRotationMatrix2D(Point2f(src.cols / 2.f, src.rows / 2.f), 30., 2.2);
declare.in(src).out(dst);
TEST_CYCLE() warpAffine(src, dst, warpMat, sz, interType, borderMode, borderColor);
#ifdef __ANDROID__
SANITY_CHECK(dst, interType == INTER_LINEAR ? 5 : 10);
#else
SANITY_CHECK(dst, 1);
#endif
}
PERF_TEST_P(InpaintArea_InpaintingMethod, inpaint,
testing::Combine(
testing::Values(::perf::szSmall24, ::perf::szSmall32, ::perf::szSmall64),
InpaintingMethod::all()
)
)
{
Mat src = imread(getDataPath("gpu/hog/road.png"));
Size sz = get<0>(GetParam());
int inpaintingMethod = get<1>(GetParam());
Mat mask(src.size(), CV_8UC1, Scalar(0));
Mat result(src.size(), src.type());
Rect inpaintArea(src.cols/3, src.rows/3, sz.width, sz.height);
mask(inpaintArea).setTo(255);
declare.in(src, mask).out(result).time(120);
TEST_CYCLE() inpaint(src, mask, result, 10.0, inpaintingMethod);
Mat inpaintedArea = result(inpaintArea);
SANITY_CHECK(inpaintedArea);
}
PERF_TEST_P(Size_MatType, pyrDown, testing::Combine(
testing::Values(sz1080p, sz720p, szVGA, szQVGA, szODD),
testing::Values(CV_8UC1, CV_8UC3, CV_8UC4, CV_16SC1, CV_16SC3, CV_16SC4, CV_32FC1, CV_32FC3, CV_32FC4)
)
)
{
Size sz = get<0>(GetParam());
int matType = get<1>(GetParam());
const double eps = CV_MAT_DEPTH(matType) <= CV_32S ? 1 : 1e-5;
perf::ERROR_TYPE error_type = CV_MAT_DEPTH(matType) <= CV_32S ? ERROR_ABSOLUTE : ERROR_RELATIVE;
Mat src(sz, matType);
Mat dst((sz.height + 1)/2, (sz.width + 1)/2, matType);
declare.in(src, WARMUP_RNG).out(dst);
TEST_CYCLE() pyrDown(src, dst);
SANITY_CHECK(dst, eps, error_type);
}
PERF_TEST_P( Size_MatType, AccumulateWeighted,
testing::Combine(
testing::Values(::perf::szODD, ::perf::szQVGA, ::perf::szVGA, ::perf::sz1080p),
testing::Values(CV_32FC1)
)
)
#endif
{
Size sz = get<0>(GetParam());
int dstType = get<1>(GetParam());
Mat src(sz, CV_8UC1);
Mat dst(sz, dstType);
declare.time(100);
declare.in(src, WARMUP_RNG).out(dst);
TEST_CYCLE() accumulateWeighted(src, dst, 0.314);
SANITY_CHECK_NOTHING();
}
PERF_TEST_P(Size_CvtMode_Bayer, cvtColorBayer8u,
testing::Combine(
testing::Values(::perf::szODD, ::perf::szVGA),
CvtModeBayer::all()
)
)
{
Size sz = get<0>(GetParam());
int mode = get<1>(GetParam());
ChPair ch = getConversionInfo(mode);
mode %= COLOR_COLORCVT_MAX;
Mat src(sz, CV_8UC(ch.scn));
Mat dst(sz, CV_8UC(ch.dcn));
declare.time(100);
declare.in(src, WARMUP_RNG).out(dst);
TEST_CYCLE() cvtColor(src, dst, mode, ch.dcn);
SANITY_CHECK(dst, 1);
}
PERF_TEST_P( TestWarpPerspective, WarpPerspective,
Combine(
Values( szVGA, sz720p, sz1080p ),
InterType::all(),
BorderMode::all()
)
)
{
Size sz, szSrc(512, 512);
int borderMode, interType;
sz = get<0>(GetParam());
interType = get<1>(GetParam());
borderMode = get<2>(GetParam());
Scalar borderColor = Scalar::all(150);
Mat src(szSrc,CV_8UC4), dst(sz, CV_8UC4);
cvtest::fillGradient(src);
if(borderMode == BORDER_CONSTANT) cvtest::smoothBorder(src, borderColor, 1);
Mat rotMat = getRotationMatrix2D(Point2f(src.cols/2.f, src.rows/2.f), 30., 2.2);
Mat warpMat(3, 3, CV_64FC1);
for(int r=0; r<2; r++)
for(int c=0; c<3; c++)
warpMat.at<double>(r, c) = rotMat.at<double>(r, c);
warpMat.at<double>(2, 0) = .3/sz.width;
warpMat.at<double>(2, 1) = .3/sz.height;
warpMat.at<double>(2, 2) = 1;
declare.in(src).out(dst);
TEST_CYCLE() warpPerspective( src, dst, warpMat, sz, interType, borderMode, borderColor );
#ifdef __ANDROID__
SANITY_CHECK(dst, interType==INTER_LINEAR? 5 : 10);
#else
SANITY_CHECK(dst, 1);
#endif
}
PERF_TEST_P(Sz, DISABLED_GeneralizedHoughGuil, CUDA_TYPICAL_MAT_SIZES)
{
declare.time(10);
const cv::Size imageSize = GetParam();
const cv::Mat templ = readImage("cv/shared/templ.png", cv::IMREAD_GRAYSCALE);
ASSERT_FALSE(templ.empty());
cv::Mat image(imageSize, CV_8UC1, cv::Scalar::all(0));
templ.copyTo(image(cv::Rect(50, 50, templ.cols, templ.rows)));
cv::RNG rng(123456789);
const int objCount = rng.uniform(5, 15);
for (int i = 0; i < objCount; ++i)
{
double scale = rng.uniform(0.7, 1.3);
bool rotate = 1 == rng.uniform(0, 2);
cv::Mat obj;
cv::resize(templ, obj, cv::Size(), scale, scale);
if (rotate)
obj = obj.t();
cv::Point pos;
pos.x = rng.uniform(0, image.cols - obj.cols);
pos.y = rng.uniform(0, image.rows - obj.rows);
cv::Mat roi = image(cv::Rect(pos, obj.size()));
cv::add(roi, obj, roi);
}
cv::Mat edges;
cv::Canny(image, edges, 50, 100);
cv::Mat dx, dy;
cv::Sobel(image, dx, CV_32F, 1, 0);
cv::Sobel(image, dy, CV_32F, 0, 1);
if (PERF_RUN_CUDA())
{
cv::Ptr<cv::GeneralizedHoughGuil> alg = cv::cuda::createGeneralizedHoughGuil();
alg->setMaxAngle(90.0);
alg->setAngleStep(2.0);
const cv::cuda::GpuMat d_edges(edges);
const cv::cuda::GpuMat d_dx(dx);
const cv::cuda::GpuMat d_dy(dy);
cv::cuda::GpuMat positions;
alg->setTemplate(cv::cuda::GpuMat(templ));
TEST_CYCLE() alg->detect(d_edges, d_dx, d_dy, positions);
}
else
{
cv::Ptr<cv::GeneralizedHoughGuil> alg = cv::createGeneralizedHoughGuil();
alg->setMaxAngle(90.0);
alg->setAngleStep(2.0);
cv::Mat positions;
alg->setTemplate(templ);
TEST_CYCLE() alg->detect(edges, dx, dy, positions);
}
// The algorithm is not stable yet.
SANITY_CHECK_NOTHING();
}