89 lines
2.4 KiB
C++
89 lines
2.4 KiB
C++
|
#include "perf_precomp.hpp"
|
||
|
|
#include "../test/common/gapi_tests_common.hpp"
|
||
|
|
|
||
|
|
namespace opencv_test
|
||
|
|
{
|
||
|
|
|
||
|
|
struct SobelEdgeDetector: public TestPerfParams<cv::Size> {};
|
||
|
|
PERF_TEST_P_(SobelEdgeDetector, Fluid)
|
||
|
|
{
|
||
|
|
Size sz = GetParam();
|
||
|
|
initMatsRandU(CV_8UC3, sz, CV_8UC3, false);
|
||
|
|
|
||
|
|
GMat in;
|
||
|
|
GMat gx = gapi::Sobel(in, CV_32F, 1, 0);
|
||
|
|
GMat gy = gapi::Sobel(in, CV_32F, 0, 1);
|
||
|
|
GMat mag = gapi::sqrt(gapi::mul(gx, gx) + gapi::mul(gy, gy));
|
||
|
|
GMat out = gapi::convertTo(mag, CV_8U);
|
||
|
|
GComputation sobel(in, out);
|
||
|
|
auto pkg = gapi::combine(gapi::core::fluid::kernels(),
|
||
|
|
gapi::imgproc::fluid::kernels());
|
||
|
|
auto cc = sobel.compile(cv::descr_of(in_mat1),
|
||
|
|
cv::compile_args(cv::gapi::use_only{pkg}));
|
||
|
|
cc(in_mat1, out_mat_gapi);
|
||
|
|
|
||
|
|
TEST_CYCLE()
|
||
|
|
{
|
||
|
|
cc(in_mat1, out_mat_gapi);
|
||
|
|
}
|
||
|
|
SANITY_CHECK_NOTHING();
|
||
|
|
}
|
||
|
|
PERF_TEST_P_(SobelEdgeDetector, OpenCV)
|
||
|
|
{
|
||
|
|
Size sz = GetParam();
|
||
|
|
initMatsRandU(CV_8UC3, sz, CV_8UC3, false);
|
||
|
|
|
||
|
|
Mat gx, gy;
|
||
|
|
Mat mag;
|
||
|
|
auto cc = [&](const cv::Mat &in_mat, cv::Mat &out_mat) {
|
||
|
|
using namespace cv;
|
||
|
|
|
||
|
|
Sobel(in_mat, gx, CV_32F, 1, 0);
|
||
|
|
Sobel(in_mat, gy, CV_32F, 0, 1);
|
||
|
|
sqrt(gx.mul(gx) + gy.mul(gy), mag);
|
||
|
|
mag.convertTo(out_mat, CV_8U);
|
||
|
|
};
|
||
|
|
cc(in_mat1, out_mat_gapi);
|
||
|
|
|
||
|
|
TEST_CYCLE()
|
||
|
|
{
|
||
|
|
cc(in_mat1, out_mat_gapi);
|
||
|
|
}
|
||
|
|
SANITY_CHECK_NOTHING();
|
||
|
|
}
|
||
|
|
PERF_TEST_P_(SobelEdgeDetector, OpenCV_Smarter)
|
||
|
|
{
|
||
|
|
Size sz = GetParam();
|
||
|
|
initMatsRandU(CV_8UC3, sz, CV_8UC3, false);
|
||
|
|
|
||
|
|
Mat gx, gy;
|
||
|
|
Mat ggx, ggy;
|
||
|
|
Mat sum;
|
||
|
|
Mat mag;
|
||
|
|
|
||
|
|
auto cc = [&](const cv::Mat &in_mat, cv::Mat &out_mat) {
|
||
|
|
cv::Sobel(in_mat, gx, CV_32F, 1, 0);
|
||
|
|
cv::Sobel(in_mat, gy, CV_32F, 0, 1);
|
||
|
|
cv::multiply(gx, gx, ggx);
|
||
|
|
cv::multiply(gy, gy, ggy);
|
||
|
|
cv::add(ggx, ggy, sum);
|
||
|
|
cv::sqrt(sum, mag);
|
||
|
|
mag.convertTo(out_mat, CV_8U);
|
||
|
|
};
|
||
|
|
cc(in_mat1, out_mat_gapi);
|
||
|
|
|
||
|
|
TEST_CYCLE()
|
||
|
|
{
|
||
|
|
cc(in_mat1, out_mat_gapi);
|
||
|
|
}
|
||
|
|
SANITY_CHECK_NOTHING();
|
||
|
|
}
|
||
|
|
INSTANTIATE_TEST_CASE_P(Benchmark, SobelEdgeDetector,
|
||
|
|
Values(cv::Size(320, 240),
|
||
|
|
cv::Size(640, 480),
|
||
|
|
cv::Size(1280, 720),
|
||
|
|
cv::Size(1920, 1080),
|
||
|
|
cv::Size(3840, 2170)));
|
||
|
|
|
||
|
|
} // opencv_test
|