opencv/modules/imgproc/test/test_pc.cpp
2017-07-13 13:33:02 +03:00

128 lines
4.4 KiB
C++

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#include "test_precomp.hpp"
using namespace cv;
using namespace std;
namespace cvtest
{
/// phase correlation
class CV_PhaseCorrelatorTest : public cvtest::ArrayTest
{
public:
CV_PhaseCorrelatorTest();
protected:
void run( int );
};
CV_PhaseCorrelatorTest::CV_PhaseCorrelatorTest() {}
void CV_PhaseCorrelatorTest::run( int )
{
ts->set_failed_test_info(cvtest::TS::OK);
Mat r1 = Mat::ones(Size(129, 128), CV_64F);
Mat r2 = Mat::ones(Size(129, 128), CV_64F);
double expectedShiftX = -10.0;
double expectedShiftY = -20.0;
// draw 10x10 rectangles @ (100, 100) and (90, 80) should see ~(-10, -20) shift here...
cv::rectangle(r1, Point(100, 100), Point(110, 110), Scalar(0, 0, 0), CV_FILLED);
cv::rectangle(r2, Point(90, 80), Point(100, 90), Scalar(0, 0, 0), CV_FILLED);
Mat hann;
createHanningWindow(hann, r1.size(), CV_64F);
Point2d phaseShift = phaseCorrelate(r1, r2, hann);
// test accuracy should be less than 1 pixel...
if(std::abs(expectedShiftX - phaseShift.x) >= 1 || std::abs(expectedShiftY - phaseShift.y) >= 1)
{
ts->set_failed_test_info( cvtest::TS::FAIL_BAD_ACCURACY );
}
}
TEST(Imgproc_PhaseCorrelatorTest, accuracy) { CV_PhaseCorrelatorTest test; test.safe_run(); }
TEST(Imgproc_PhaseCorrelatorTest, accuracy_real_img)
{
Mat img = imread(cvtest::TS::ptr()->get_data_path() + "shared/airplane.png", IMREAD_GRAYSCALE);
img.convertTo(img, CV_64FC1);
const int xLen = 129;
const int yLen = 129;
const int xShift = 40;
const int yShift = 14;
Mat roi1 = img(Rect(xShift, yShift, xLen, yLen));
Mat roi2 = img(Rect(0, 0, xLen, yLen));
Mat hann;
createHanningWindow(hann, roi1.size(), CV_64F);
Point2d phaseShift = phaseCorrelate(roi1, roi2, hann);
ASSERT_NEAR(phaseShift.x, (double)xShift, 1.);
ASSERT_NEAR(phaseShift.y, (double)yShift, 1.);
}
TEST(Imgproc_PhaseCorrelatorTest, accuracy_1d_odd_fft) {
Mat r1 = Mat::ones(Size(129, 1), CV_64F)*255; // 129 will be completed to 135 before FFT
Mat r2 = Mat::ones(Size(129, 1), CV_64F)*255;
const int xShift = 10;
for(int i = 6; i < 20; i++)
{
r1.at<double>(i) = 1;
r2.at<double>(i + xShift) = 1;
}
Point2d phaseShift = phaseCorrelate(r1, r2);
ASSERT_NEAR(phaseShift.x, (double)xShift, 1.);
}
}