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@ -73,60 +73,27 @@ int METHOD[METHODS_COUNT] = {0, cv::RANSAC, cv::LMEDS, cv::RHO};
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using namespace cv;
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using namespace std;
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class CV_HomographyTest: public cvtest::ArrayTest
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{
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public:
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CV_HomographyTest();
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~CV_HomographyTest();
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void run (int);
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namespace HomographyTestUtils {
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protected:
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static const float max_diff = 0.032f;
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static const float max_2diff = 0.020f;
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static const int image_size = 100;
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static const double reproj_threshold = 3.0;
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static const double sigma = 0.01;
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int method;
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int image_size;
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double reproj_threshold;
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double sigma;
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private:
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float max_diff, max_2diff;
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bool check_matrix_size(const cv::Mat& H);
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bool check_matrix_diff(const cv::Mat& original, const cv::Mat& found, const int norm_type, double &diff);
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int check_ransac_mask_1(const Mat& src, const Mat& mask);
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int check_ransac_mask_2(const Mat& original_mask, const Mat& found_mask);
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void print_information_1(int j, int N, int method, const Mat& H);
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void print_information_2(int j, int N, int method, const Mat& H, const Mat& H_res, int k, double diff);
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void print_information_3(int method, int j, int N, const Mat& mask);
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void print_information_4(int method, int j, int N, int k, int l, double diff);
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void print_information_5(int method, int j, int N, int l, double diff);
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void print_information_6(int method, int j, int N, int k, double diff, bool value);
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void print_information_7(int method, int j, int N, int k, double diff, bool original_value, bool found_value);
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void print_information_8(int method, int j, int N, int k, int l, double diff);
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};
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CV_HomographyTest::CV_HomographyTest() : max_diff(1e-2f), max_2diff(2e-2f)
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{
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method = 0;
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image_size = 100;
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reproj_threshold = 3.0;
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sigma = 0.01;
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}
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CV_HomographyTest::~CV_HomographyTest() {}
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bool CV_HomographyTest::check_matrix_size(const cv::Mat& H)
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static bool check_matrix_size(const cv::Mat& H)
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{
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return (H.rows == 3) && (H.cols == 3);
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}
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bool CV_HomographyTest::check_matrix_diff(const cv::Mat& original, const cv::Mat& found, const int norm_type, double &diff)
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static bool check_matrix_diff(const cv::Mat& original, const cv::Mat& found, const int norm_type, double &diff)
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{
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diff = cvtest::norm(original, found, norm_type);
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return diff <= max_diff;
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}
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int CV_HomographyTest::check_ransac_mask_1(const Mat& src, const Mat& mask)
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static int check_ransac_mask_1(const Mat& src, const Mat& mask)
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{
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if (!(mask.cols == 1) && (mask.rows == src.cols)) return 1;
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if (countNonZero(mask) < mask.rows) return 2;
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@ -134,14 +101,14 @@ int CV_HomographyTest::check_ransac_mask_1(const Mat& src, const Mat& mask)
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return 0;
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}
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int CV_HomographyTest::check_ransac_mask_2(const Mat& original_mask, const Mat& found_mask)
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static int check_ransac_mask_2(const Mat& original_mask, const Mat& found_mask)
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{
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if (!(found_mask.cols == 1) && (found_mask.rows == original_mask.rows)) return 1;
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for (int i = 0; i < found_mask.rows; ++i) if (found_mask.at<uchar>(i, 0) > 1) return 2;
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return 0;
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}
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void CV_HomographyTest::print_information_1(int j, int N, int _method, const Mat& H)
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static void print_information_1(int j, int N, int _method, const Mat& H)
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{
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cout << endl; cout << "Checking for homography matrix sizes..." << endl; cout << endl;
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cout << "Type of srcPoints: "; if ((j>-1) && (j<2)) cout << "Mat of CV_32FC2"; else cout << "vector <Point2f>";
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@ -153,7 +120,7 @@ void CV_HomographyTest::print_information_1(int j, int N, int _method, const Mat
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cout << "Number of rows: " << H.rows << " Number of cols: " << H.cols << endl; cout << endl;
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}
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void CV_HomographyTest::print_information_2(int j, int N, int _method, const Mat& H, const Mat& H_res, int k, double diff)
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static void print_information_2(int j, int N, int _method, const Mat& H, const Mat& H_res, int k, double diff)
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{
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cout << endl; cout << "Checking for accuracy of homography matrix computing..." << endl; cout << endl;
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cout << "Type of srcPoints: "; if ((j>-1) && (j<2)) cout << "Mat of CV_32FC2"; else cout << "vector <Point2f>";
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@ -169,7 +136,7 @@ void CV_HomographyTest::print_information_2(int j, int N, int _method, const Mat
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cout << "Maximum allowed difference: " << max_diff << endl; cout << endl;
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}
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void CV_HomographyTest::print_information_3(int _method, int j, int N, const Mat& mask)
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static void print_information_3(int _method, int j, int N, const Mat& mask)
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{
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cout << endl; cout << "Checking for inliers/outliers mask..." << endl; cout << endl;
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cout << "Type of srcPoints: "; if ((j>-1) && (j<2)) cout << "Mat of CV_32FC2"; else cout << "vector <Point2f>";
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@ -181,7 +148,7 @@ void CV_HomographyTest::print_information_3(int _method, int j, int N, const Mat
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cout << "Number of rows: " << mask.rows << " Number of cols: " << mask.cols << endl; cout << endl;
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}
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void CV_HomographyTest::print_information_4(int _method, int j, int N, int k, int l, double diff)
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static void print_information_4(int _method, int j, int N, int k, int l, double diff)
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{
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cout << endl; cout << "Checking for accuracy of reprojection error computing..." << endl; cout << endl;
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cout << "Method: "; if (_method == 0) cout << 0 << endl; else cout << "CV_LMEDS" << endl;
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@ -195,7 +162,7 @@ void CV_HomographyTest::print_information_4(int _method, int j, int N, int k, in
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cout << "Maximum allowed difference: " << max_2diff << endl; cout << endl;
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}
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void CV_HomographyTest::print_information_5(int _method, int j, int N, int l, double diff)
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static void print_information_5(int _method, int j, int N, int l, double diff)
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{
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cout << endl; cout << "Checking for accuracy of reprojection error computing..." << endl; cout << endl;
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cout << "Method: "; if (_method == 0) cout << 0 << endl; else cout << "CV_LMEDS" << endl;
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@ -208,7 +175,7 @@ void CV_HomographyTest::print_information_5(int _method, int j, int N, int l, do
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cout << "Maximum allowed difference: " << max_diff << endl; cout << endl;
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}
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void CV_HomographyTest::print_information_6(int _method, int j, int N, int k, double diff, bool value)
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static void print_information_6(int _method, int j, int N, int k, double diff, bool value)
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{
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cout << endl; cout << "Checking for inliers/outliers mask..." << endl; cout << endl;
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cout << "Method: "; if (_method == RANSAC) cout << "RANSAC" << endl; else if (_method == cv::RHO) cout << "RHO" << endl; else cout << _method << endl;
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@ -221,7 +188,7 @@ void CV_HomographyTest::print_information_6(int _method, int j, int N, int k, do
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cout << "Value of found mask: "<< value << endl; cout << endl;
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}
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void CV_HomographyTest::print_information_7(int _method, int j, int N, int k, double diff, bool original_value, bool found_value)
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static void print_information_7(int _method, int j, int N, int k, double diff, bool original_value, bool found_value)
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{
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cout << endl; cout << "Checking for inliers/outliers mask..." << endl; cout << endl;
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cout << "Method: "; if (_method == RANSAC) cout << "RANSAC" << endl; else if (_method == cv::RHO) cout << "RHO" << endl; else cout << _method << endl;
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@ -234,7 +201,7 @@ void CV_HomographyTest::print_information_7(int _method, int j, int N, int k, do
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cout << "Value of original mask: "<< original_value << " Value of found mask: " << found_value << endl; cout << endl;
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}
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void CV_HomographyTest::print_information_8(int _method, int j, int N, int k, int l, double diff)
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static void print_information_8(int _method, int j, int N, int k, int l, double diff)
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{
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cout << endl; cout << "Checking for reprojection error of inlier..." << endl; cout << endl;
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cout << "Method: "; if (_method == RANSAC) cout << "RANSAC" << endl; else if (_method == cv::RHO) cout << "RHO" << endl; else cout << _method << endl;
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@ -248,11 +215,15 @@ void CV_HomographyTest::print_information_8(int _method, int j, int N, int k, in
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cout << "Maximum allowed difference: " << max_2diff << endl; cout << endl;
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}
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void CV_HomographyTest::run(int)
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} // HomographyTestUtils::
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TEST(Calib3d_Homography, accuracy)
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{
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using namespace HomographyTestUtils;
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for (int N = MIN_COUNT_OF_POINTS; N <= MAX_COUNT_OF_POINTS; ++N)
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{
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RNG& rng = ts->get_rng();
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RNG& rng = cv::theRNG();
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float *src_data = new float [2*N];
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@ -308,7 +279,7 @@ void CV_HomographyTest::run(int)
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for (int i = 0; i < METHODS_COUNT; ++i)
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{
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method = METHOD[i];
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const int method = METHOD[i];
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switch (method)
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{
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case 0:
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@ -411,7 +382,7 @@ void CV_HomographyTest::run(int)
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for (int i = 0; i < METHODS_COUNT; ++i)
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{
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method = METHOD[i];
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const int method = METHOD[i];
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switch (method)
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{
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case 0:
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@ -573,8 +544,6 @@ void CV_HomographyTest::run(int)
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}
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}
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TEST(Calib3d_Homography, accuracy) { CV_HomographyTest test; test.safe_run(); }
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TEST(Calib3d_Homography, EKcase)
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{
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float pt1data[] =
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