// This file is part of OpenCV project. // It is subject to the license terms in the LICENSE file found in the top-level directory // of this distribution and at http://opencv.org/license.html. #include "test_precomp.hpp" namespace opencv_test { namespace { const Size img_size(320, 240); const int FLD_TEST_SEED = 0x134679; const int EPOCHS = 10; class FLDBase : public testing::Test { public: FLDBase() { } protected: Mat test_image; vector lines; RNG rng; int passedtests; void GenerateWhiteNoise(Mat& image); void GenerateConstColor(Mat& image); void GenerateLines(Mat& image, const unsigned int numLines); void GenerateEdgeLines(Mat& image, const unsigned int numLines); void GenerateBrokenLines(Mat& image, const unsigned int numLines); void GenerateRotatedRect(Mat& image); virtual void SetUp(); }; class ximgproc_FLD: public FLDBase { public: ximgproc_FLD() { } protected: }; class ximgproc_ED: public FLDBase { public: ximgproc_ED() { detector = createEdgeDrawing(); } protected: Ptr detector; }; void FLDBase::GenerateWhiteNoise(Mat& image) { image = Mat(img_size, CV_8UC1); rng.fill(image, RNG::UNIFORM, 0, 256); } void FLDBase::GenerateConstColor(Mat& image) { image = Mat(img_size, CV_8UC1, Scalar::all(rng.uniform(0, 256))); } void FLDBase::GenerateLines(Mat& image, const unsigned int numLines) { image = Mat(img_size, CV_8UC1, Scalar::all(rng.uniform(0, 128))); for(unsigned int i = 0; i < numLines; ++i) { int y = rng.uniform(10, img_size.width - 10); Point p1(y, 10); Point p2(y, img_size.height - 10); line(image, p1, p2, Scalar(255), 2); } } void FLDBase::GenerateEdgeLines(Mat& image, const unsigned int numLines) { image = Mat(img_size, CV_8UC1, Scalar::all(0)); for(unsigned int i = 0; i < numLines; ++i) { int y = rng.uniform(10, img_size.width - 10); Point p1(y, 10); Point p2(y, img_size.height - 10); line(image, p1, p2, Scalar(255), 1); } } void FLDBase::GenerateBrokenLines(Mat& image, const unsigned int numLines) { image = Mat(img_size, CV_8UC1, Scalar::all(rng.uniform(0, 128))); for(unsigned int i = 0; i < numLines; ++i) { int y = rng.uniform(10, img_size.width - 10); Point p1(y, 10); Point p2(y, img_size.height/2); line(image, p1, p2, Scalar(255), 2); p1 = Point2i(y, img_size.height/2 + 3); p2 = Point2i(y, img_size.height - 10); line(image, p1, p2, Scalar(255), 2); } } void FLDBase::GenerateRotatedRect(Mat& image) { image = Mat::zeros(img_size, CV_8UC1); Point center(rng.uniform(img_size.width/4, img_size.width*3/4), rng.uniform(img_size.height/4, img_size.height*3/4)); Size rect_size(rng.uniform(img_size.width/8, img_size.width/6), rng.uniform(img_size.height/8, img_size.height/6)); float angle = rng.uniform(0.f, 360.f); Point2f vertices[4]; RotatedRect rRect = RotatedRect(center, rect_size, angle); rRect.points(vertices); for (int i = 0; i < 4; i++) { line(image, vertices[i], vertices[(i + 1) % 4], Scalar(255), 3); } } void FLDBase::SetUp() { lines.clear(); test_image = Mat(); rng = RNG(FLD_TEST_SEED); passedtests = 0; } TEST_F(ximgproc_FLD, whiteNoise) { for (int i = 0; i < EPOCHS; ++i) { GenerateWhiteNoise(test_image); Ptr detector = createFastLineDetector(20); detector->detect(test_image, lines); if(40u >= lines.size()) ++passedtests; } ASSERT_EQ(EPOCHS, passedtests); } TEST_F(ximgproc_FLD, constColor) { for (int i = 0; i < EPOCHS; ++i) { GenerateConstColor(test_image); Ptr detector = createFastLineDetector(); detector->detect(test_image, lines); if(0u == lines.size()) ++passedtests; } ASSERT_EQ(EPOCHS, passedtests); } TEST_F(ximgproc_FLD, lines) { for (int i = 0; i < EPOCHS; ++i) { const unsigned int numOfLines = 1; GenerateLines(test_image, numOfLines); Ptr detector = createFastLineDetector(); detector->detect(test_image, lines); if(numOfLines * 2 == lines.size()) ++passedtests; // * 2 because of Gibbs effect } ASSERT_EQ(EPOCHS, passedtests); } TEST_F(ximgproc_FLD, edgeLines) { for (int i = 0; i < EPOCHS; ++i) { const unsigned int numOfLines = 1; GenerateEdgeLines(test_image, numOfLines); Ptr detector = createFastLineDetector(10, 1.414213562f, 50, 50, 0); detector->detect(test_image, lines); if(numOfLines == lines.size()) ++passedtests; } ASSERT_EQ(EPOCHS, passedtests); } TEST_F(ximgproc_FLD, mergeLines) { for (int i = 0; i < EPOCHS; ++i) { const unsigned int numOfLines = 1; GenerateBrokenLines(test_image, numOfLines); Ptr detector = createFastLineDetector(10, 1.414213562f, true); detector->detect(test_image, lines); if(numOfLines * 2 == lines.size()) ++passedtests; // * 2 because of Gibbs effect } ASSERT_EQ(EPOCHS, passedtests); } TEST_F(ximgproc_FLD, rotatedRect) { for (int i = 0; i < EPOCHS; ++i) { GenerateRotatedRect(test_image); Ptr detector = createFastLineDetector(); detector->detect(test_image, lines); if(2u <= lines.size()) ++passedtests; } ASSERT_EQ(EPOCHS, passedtests); } //************** EDGE DRAWING ******************* TEST_F(ximgproc_ED, whiteNoise) { for (int i = 0; i < EPOCHS; ++i) { GenerateWhiteNoise(test_image); detector->detectEdges(test_image); detector->detectLines(lines); if(2u >= lines.size()) ++passedtests; } ASSERT_EQ(EPOCHS, passedtests); } TEST_F(ximgproc_ED, constColor) { for (int i = 0; i < EPOCHS; ++i) { GenerateConstColor(test_image); detector->detectEdges(test_image); if(0u == detector->getSegments().size()) ++passedtests; } ASSERT_EQ(EPOCHS, passedtests); } TEST_F(ximgproc_ED, lines) { for (int i = 0; i < EPOCHS; ++i) { const unsigned int numOfLines = 1; GenerateLines(test_image, numOfLines); detector->detectEdges(test_image); detector->detectLines(lines); if(numOfLines * 2 == lines.size()) ++passedtests; // * 2 because of Gibbs effect } ASSERT_EQ(EPOCHS, passedtests); } TEST_F(ximgproc_ED, mergeLines) { for (int i = 0; i < EPOCHS; ++i) { const unsigned int numOfLines = 1; GenerateBrokenLines(test_image, numOfLines); detector->detectEdges(test_image); detector->detectLines(lines); if(numOfLines * 2 == lines.size()) ++passedtests; // * 2 because of Gibbs effect } ASSERT_EQ(EPOCHS, passedtests); } TEST_F(ximgproc_ED, rotatedRect) { for (int i = 0; i < EPOCHS; ++i) { GenerateRotatedRect(test_image); detector->detectEdges(test_image); detector->detectLines(lines); if(6u <= lines.size()) ++passedtests; } ASSERT_EQ(EPOCHS, passedtests); } TEST_F(ximgproc_ED, ManySmallCircles) { string picture_name = "cv/imgproc/beads.jpg"; string filename = cvtest::TS::ptr()->get_data_path() + picture_name; test_image = imread(filename, IMREAD_GRAYSCALE); EXPECT_FALSE(test_image.empty()) << "Invalid test image: " << filename; vector ellipses; detector->detectEdges(test_image); detector->detectLines(lines); detector->detectEllipses(ellipses); size_t segments_size = 6458; size_t lines_size = 6264; size_t ellipses_size = 2449; EXPECT_EQ(detector->getSegments().size(), segments_size); EXPECT_GE(lines.size(), lines_size); EXPECT_LE(lines.size(), lines_size + 2); EXPECT_EQ(ellipses.size(), ellipses_size); } }} // namespace