modules/core/misc/java/test/CoreTest.java

/* [<][>][^][v][top][bottom][index][help] */
This source file includes following definitions.
testAbsdiff
testAddMatMatMat
testAddMatMatMatMatInt
testAddWeightedMatDoubleMatDoubleDoubleMat
testAddWeightedMatDoubleMatDoubleDoubleMatInt
testBitwise_andMatMatMat
testBitwise_andMatMatMatMat
testBitwise_notMatMat
testBitwise_notMatMatMat
testBitwise_orMatMatMat
testBitwise_orMatMatMatMat
testBitwise_xorMatMatMat
testBitwise_xorMatMatMatMat
testCalcCovarMatrixMatMatMatInt
testCalcCovarMatrixMatMatMatIntInt
testCartToPolarMatMatMatMat
testCartToPolarMatMatMatMatBoolean
testCheckRangeMat
testCheckRangeMatBooleanPointDoubleDouble
testCompare
testCompleteSymmMat
testCompleteSymmMatBoolean
testConvertScaleAbsMatMat
testConvertScaleAbsMatMatDoubleDouble
testCountNonZero
testCubeRoot
testDctMatMat
testDctMatMatInt
testDeterminant
testDftMatMat
testDftMatMatIntInt
testDivideDoubleMatMat
testDivideDoubleMatMatInt
testDivideMatMatMat
testDivideMatMatMatDouble
testDivideMatMatMatDoubleInt
testEigen
testExp
testExtractChannel
testFastAtan2
testFillConvexPolyMatListOfPointScalar
testFillConvexPolyMatListOfPointScalarIntInt
testFillPolyMatListOfListOfPointScalar
testFillPolyMatListOfListOfPointScalarIntIntPoint
testFlip
testGemmMatMatDoubleMatDoubleMat
testGemmMatMatDoubleMatDoubleMatInt
testGetCPUTickCount
testGetNumberOfCPUs
testGetOptimalDFTSize
testGetTickCount
testGetTickFrequency
testHconcat
testIdctMatMat
testIdctMatMatInt
testIdftMatMat
testIdftMatMatIntInt
testInRange
testInsertChannel
testInvertMatMat
testInvertMatMatInt
testKmeansMatIntMatTermCriteriaIntInt
testKmeansMatIntMatTermCriteriaIntIntMat
testLineMatPointPointScalar
testLineMatPointPointScalarInt
testLineMatPointPointScalarIntIntInt
testLog
testLUTMatMatMat
testMagnitude
testMahalanobis
testMax
testMeanMat
testMeanMatMat
testMeanStdDevMatMatMat
testMeanStdDevMatMatMatMat
testMerge
testMin
testMinMaxLocMat
testMinMaxLocMatMat
testMixChannels
testMulSpectrumsMatMatMatInt
testMulSpectrumsMatMatMatIntBoolean
testMultiplyMatMatMat
testMultiplyMatMatMatDouble
testMultiplyMatMatMatDoubleInt
testMulTransposedMatMatBoolean
testMulTransposedMatMatBooleanMatDouble
testMulTransposedMatMatBooleanMatDoubleInt
testNormalizeMatMat
testNormalizeMatMatDoubleDoubleInt
testNormalizeMatMatDoubleDoubleIntInt
testNormalizeMatMatDoubleDoubleIntIntMat
testNormMat
testNormMatInt
testNormMatIntMat
testNormMatMat
testNormMatMatInt
testNormMatMatIntMat
testPCABackProject
testPCAComputeMatMatMat
testPCAComputeMatMatMatInt
testPCAProject
testPerspectiveTransform
testPerspectiveTransform3D
atan2deg
atan2rad
testPhaseMatMatMat
testPhaseMatMatMatBoolean
testPolarToCartMatMatMatMat
testPolarToCartMatMatMatMatBoolean
testPow
testRandn
testRandShuffleMat
testRandShuffleMatDouble
testRandu
testRectangleMatPointPointScalar
testRectangleMatPointPointScalarInt
testRectangleMatPointPointScalarIntInt
testRectangleMatPointPointScalarIntIntInt
testReduceMatMatIntInt
testReduceMatMatIntIntInt
testRepeat
testScaleAdd
testSetIdentityMat
testSetIdentityMatScalar
testSolveCubic
testSolveMatMatMat
testSolveMatMatMatInt
testSolvePolyMatMat
testSolvePolyMatMatInt
testSort
testSortIdx
testSplit
testSqrt
testSubtractMatMatMat
testSubtractMatMatMatMat
testSubtractMatMatMatMatInt
testSumElems
testSVBackSubst
testSVDecompMatMatMatMat
testSVDecompMatMatMatMatInt
testTrace
testTransform
testTranspose
testVconcat
testCopyMakeBorderMatMatIntIntIntIntInt
testCopyMakeBorderMatMatIntIntIntIntIntScalar
testBorderInterpolate
package org.opencv.test.core;

import java.util.ArrayList;
import java.util.Arrays;
import java.util.List;

import org.opencv.core.Core;
import org.opencv.core.Core.MinMaxLocResult;
import org.opencv.core.CvException;
import org.opencv.core.CvType;
import org.opencv.core.Mat;
import org.opencv.core.MatOfDouble;
import org.opencv.core.MatOfInt;
import org.opencv.core.MatOfPoint;
import org.opencv.core.Point;
import org.opencv.core.Rect;
import org.opencv.core.RotatedRect;
import org.opencv.core.Scalar;
import org.opencv.core.Size;
import org.opencv.core.TermCriteria;
import org.opencv.test.OpenCVTestCase;
import org.opencv.imgproc.Imgproc;

public class CoreTest extends OpenCVTestCase {

    public void testAbsdiff() {
        Core.absdiff(gray128, gray255, dst);

        assertMatEqual(gray127, dst);
    }

    public void testAddMatMatMat() {
        Core.add(gray128, gray128, dst);

        assertMatEqual(gray255, dst);
    }

    public void testAddMatMatMatMatInt() {
        Core.add(gray0, gray1, dst, gray1, CvType.CV_32F);

        assertEquals(CvType.CV_32F, dst.depth());
        assertMatEqual(gray1_32f, dst, EPS);
    }

    public void testAddWeightedMatDoubleMatDoubleDoubleMat() {
        Core.addWeighted(gray1, 120.0, gray127, 1.0, 10.0, dst);

        assertMatEqual(gray255, dst);
    }

    public void testAddWeightedMatDoubleMatDoubleDoubleMatInt() {
        Core.addWeighted(gray1, 126.0, gray127, 1.0, 2.0, dst, CvType.CV_32F);

        assertEquals(CvType.CV_32F, dst.depth());
        assertMatEqual(gray255_32f, dst, EPS);
    }

    public void testBitwise_andMatMatMat() {
        Core.bitwise_and(gray127, gray3, dst);

        assertMatEqual(gray3, dst);
    }

    public void testBitwise_andMatMatMatMat() {
        Core.bitwise_and(gray3, gray1, dst, gray255);

        assertMatEqual(gray1, dst);
    }

    public void testBitwise_notMatMat() {
        Core.bitwise_not(gray255, dst);

        assertMatEqual(gray0, dst);
    }

    public void testBitwise_notMatMatMat() {
        Core.bitwise_not(gray0, dst, gray1);

        assertMatEqual(gray255, dst);
    }

    public void testBitwise_orMatMatMat() {
        Core.bitwise_or(gray1, gray2, dst);

        assertMatEqual(gray3, dst);
    }

    public void testBitwise_orMatMatMatMat() {
        Core.bitwise_or(gray127, gray3, dst, gray255);

        assertMatEqual(gray127, dst);
    }

    public void testBitwise_xorMatMatMat() {
        Core.bitwise_xor(gray3, gray2, dst);

        assertMatEqual(gray1, dst);
    }

    public void testBitwise_xorMatMatMatMat() {
        Core.bitwise_or(gray127, gray128, dst, gray255);

        assertMatEqual(gray255, dst);
    }

    public void testCalcCovarMatrixMatMatMatInt() {
        Mat covar = new Mat(matSize, matSize, CvType.CV_64FC1);
        Mat mean = new Mat(1, matSize, CvType.CV_64FC1);

        Core.calcCovarMatrix(gray0_32f, covar, mean, Core.COVAR_ROWS | Core.COVAR_NORMAL);

        assertMatEqual(gray0_64f, covar, EPS);
        assertMatEqual(gray0_64f_1d, mean, EPS);
    }

    public void testCalcCovarMatrixMatMatMatIntInt() {
        Mat covar = new Mat(matSize, matSize, CvType.CV_32F);
        Mat mean = new Mat(1, matSize, CvType.CV_32F);

        Core.calcCovarMatrix(gray0_32f, covar, mean, Core.COVAR_ROWS | Core.COVAR_NORMAL, CvType.CV_32F);

        assertMatEqual(gray0_32f, covar, EPS);
        assertMatEqual(gray0_32f_1d, mean, EPS);
    }

    public void testCartToPolarMatMatMatMat() {
        Mat x = new Mat(1, 3, CvType.CV_32F) {
            {
                put(0, 0, 3.0, 6.0, 5, 0);
            }
        };
        Mat y = new Mat(1, 3, CvType.CV_32F) {
            {
                put(0, 0, 4.0, 8.0, 12.0);
            }
        };
        Mat dst_angle = new Mat();

        Core.cartToPolar(x, y, dst, dst_angle);

        Mat expected_magnitude = new Mat(1, 3, CvType.CV_32F) {
            {
                put(0, 0, 5.0, 10.0, 13.0);
            }
        };
        Mat expected_angle = new Mat(1, 3, CvType.CV_32F) {
            {
                put(0, 0, atan2rad(4,3), atan2rad(8,6), atan2rad(12,5));
            }
        };
        assertMatEqual(expected_magnitude, dst, EPS);
        assertMatEqual(expected_angle, dst_angle, EPS);
    }

    public void testCartToPolarMatMatMatMatBoolean() {
        Mat x = new Mat(1, 3, CvType.CV_32F) {
            {
                put(0, 0, 3.0, 6.0, 5, 0);
            }
        };
        Mat y = new Mat(1, 3, CvType.CV_32F) {
            {
                put(0, 0, 4.0, 8.0, 12.0);
            }
        };
        Mat dst_angle = new Mat();

        Core.cartToPolar(x, y, dst, dst_angle, true);

        Mat expected_magnitude = new Mat(1, 3, CvType.CV_32F) {
            {
                put(0, 0, 5.0, 10.0, 13.0);
            }
        };
        Mat expected_angle = new Mat(1, 3, CvType.CV_32F) {
            {
                put(0, 0, atan2deg(4,3), atan2deg(8,6), atan2deg(12,5));
            }
        };
        assertMatEqual(expected_magnitude, dst, EPS);
        assertMatEqual(expected_angle, dst_angle, EPS * 180/Math.PI);
    }


    public void testCheckRangeMat() {
        Mat outOfRange = new Mat(2, 2, CvType.CV_64F);
        outOfRange.put(0, 0, Double.NaN, Double.NEGATIVE_INFINITY, Double.POSITIVE_INFINITY, 0);

        assertTrue(Core.checkRange(grayRnd_32f));
        assertTrue(Core.checkRange(new Mat()));
        assertFalse(Core.checkRange(outOfRange));
    }


    public void testCheckRangeMatBooleanPointDoubleDouble() {
        Mat inRange = new Mat(2, 3, CvType.CV_64F) {
            {
                put(0, 0, 14, 48, 76, 33, 5, 99);
            }
        };

        assertTrue(Core.checkRange(inRange, true, 5, 100));

        Mat outOfRange = new Mat(2, 3, CvType.CV_64F) {
            {
                put(0, 0, -4, 0, 6, 33, 4, 109);
            }
        };

        assertFalse(Core.checkRange(outOfRange, true, 5, 100));
    }

    public void testCompare() {
        Core.compare(gray0, gray0, dst, Core.CMP_EQ);

        assertMatEqual(dst, gray255);

        Core.compare(gray0, gray1, dst, Core.CMP_EQ);

        assertMatEqual(dst, gray0);

        grayRnd.put(0, 0, 0, 0);

        Core.compare(gray0, grayRnd, dst, Core.CMP_GE);

        int expected = (int) (grayRnd.total() - Core.countNonZero(grayRnd));
        assertEquals(expected, Core.countNonZero(dst));
    }

    public void testCompleteSymmMat() {
        Core.completeSymm(grayRnd_32f);

        assertMatEqual(grayRnd_32f, grayRnd_32f.t(), EPS);
    }

    public void testCompleteSymmMatBoolean() {
        Mat grayRnd_32f2 = grayRnd_32f.clone();

        Core.completeSymm(grayRnd_32f, true);

        assertMatEqual(grayRnd_32f, grayRnd_32f.t(), EPS);
        Core.completeSymm(grayRnd_32f2, false);
        assertMatNotEqual(grayRnd_32f2, grayRnd_32f, EPS);
    }

    public void testConvertScaleAbsMatMat() {
        Core.convertScaleAbs(gray0, dst);

        assertMatEqual(gray0, dst, EPS);

        Core.convertScaleAbs(gray_16u_256, dst);

        assertMatEqual(gray255, dst, EPS);
    }

    public void testConvertScaleAbsMatMatDoubleDouble() {
        Core.convertScaleAbs(gray_16u_256, dst, 2, -513);

        assertMatEqual(gray1, dst);
    }

    public void testCountNonZero() {
        assertEquals(0, Core.countNonZero(gray0));

        gray0.put(0, 0, 255);
        gray0.put(gray0.rows() - 1, gray0.cols() - 1, 255);

        assertEquals(2, Core.countNonZero(gray0));
    }

    public void testCubeRoot() {
        float res = Core.cubeRoot(-27.0f);

        assertEquals(-3.0f, res);
    }

    public void testDctMatMat() {
        Mat in = new Mat(1, 4, CvType.CV_32F) {
            {
                put(0, 0, 135.22211, 50.811096, 102.27016, 207.6682);
            }
        };
        Mat dst1 = new Mat();
        Mat dst2 = new Mat();

        Core.dct(gray0_32f_1d, dst1);
        Core.dct(in, dst2);

        truth = new Mat(1, 4, CvType.CV_32F) {
            {
                put(0, 0, 247.98576, -61.252407, 94.904533, 14.013477);
            }
        };
        assertMatEqual(gray0_32f_1d, dst1, EPS);
        assertMatEqual(truth, dst2, EPS);
    }

    public void testDctMatMatInt() {
        Mat in = new Mat(1, 4, CvType.CV_32F) {
            {
                put(0, 0, 247.98576, -61.252407, 94.904533, 14.013477);
            }
        };
        Mat dst1 = new Mat();
        Mat dst2 = new Mat();

        Core.dct(gray0_32f_1d, dst1, Core.DCT_INVERSE);
        Core.dct(in, dst2, Core.DCT_INVERSE);

        truth = new Mat(1, 4, CvType.CV_32F) {
            {
                put(0, 0, 135.22211, 50.811096, 102.27016, 207.6682);
            }
        };
        assertMatEqual(gray0_32f_1d, dst1, EPS);
        assertMatEqual(truth, dst2, EPS);
    }

    public void testDeterminant() {
        Mat mat = new Mat(2, 2, CvType.CV_32F) {
            {
                put(0, 0, 4.0);
                put(0, 1, 2.0);
                put(1, 0, 4.0);
                put(1, 1, 4.0);
            }
        };

        double det = Core.determinant(mat);

        assertEquals(8.0, det);
    }

    public void testDftMatMat() {
        Core.dft(gray0_32f_1d, dst);

        assertMatEqual(gray0_32f_1d, dst, EPS);
    }

    public void testDftMatMatIntInt() {
        Mat src1 = new Mat(2, 4, CvType.CV_32F) {
            {
                put(0, 0, 1, 2, 3, 4);
                put(1, 0, 1, 1, 1, 1);
            }
        };
        Mat src2 = new Mat(2, 4, CvType.CV_32F) {
            {
                put(0, 0, 1, 2, 3, 4);
                put(1, 0, 0, 0, 0, 0);
            }
        };
        Mat dst1 = new Mat();
        Mat dst2 = new Mat();

        Core.dft(src1, dst1, Core.DFT_REAL_OUTPUT, 1);
        Core.dft(src2, dst2, Core.DFT_REAL_OUTPUT, 0);

        assertMatEqual(dst2, dst1, EPS);
    }

    public void testDivideDoubleMatMat() {
        Core.divide(4.0, gray2, dst);

        assertMatEqual(gray2, dst);

        Core.divide(4.0, gray0, dst);

        assertMatEqual(gray0, dst);
    }

    public void testDivideDoubleMatMatInt() {
        Core.divide(9.0, gray3, dst, CvType.CV_32F);

        assertMatEqual(gray3_32f, dst, EPS);
    }

    public void testDivideMatMatMat() {
        Core.divide(gray9, gray3, dst);

        assertMatEqual(gray3, dst);
    }

    public void testDivideMatMatMatDouble() {
        Core.divide(gray1, gray2, dst, 6.0);

        assertMatEqual(gray3, dst);
    }

    public void testDivideMatMatMatDoubleInt() {
        Core.divide(gray1, gray2, dst, 6.0, CvType.CV_32F);

        assertMatEqual(gray3_32f, dst, EPS);
    }

    public void testEigen() {
        Mat src = new Mat(3, 3, CvType.CV_32FC1, new Scalar(2.0));
        Mat eigenVals = new Mat();
        Mat eigenVecs = new Mat();

        Core.eigen(src, eigenVals, eigenVecs);

        Mat expectedEigenVals = new Mat(3, 1, CvType.CV_32FC1) {
            {
                put(0, 0, 6, 0, 0);
            }
        };
        Mat expectedEigenVecs = new Mat(3, 3, CvType.CV_32FC1) {
            {
                put(0, 0, 0.57735026, 0.57735026, 0.57735032);
                put(1, 0, 0.70710677, -0.70710677, 0);
                put(2, 0, -0.40824831, -0.40824831, 0.81649661);
            }
        };
        assertMatEqual(eigenVals, expectedEigenVals, EPS);
        assertMatEqual(eigenVecs, expectedEigenVecs, EPS);
    }

    public void testExp() {
        Core.exp(gray0_32f, dst);

        assertMatEqual(gray1_32f, dst, EPS);
    }

    public void testExtractChannel() {
        Core.extractChannel(rgba128, dst, 0);

        assertMatEqual(gray128, dst);
    }

    public void testFastAtan2() {
        double eps = 0.3;

        float res = Core.fastAtan2(50, 50);

        assertEquals(45, res, eps);

        float res2 = Core.fastAtan2(80, 20);

        assertEquals(Math.atan2(80, 20) * 180 / Math.PI, res2, eps);
    }

    public void testFillConvexPolyMatListOfPointScalar() {
        MatOfPoint polyline = new MatOfPoint(new Point[]{new Point(1, 1), new Point(5, 0), new Point(6, 8), new Point(0, 9)});

        Imgproc.fillConvexPoly(gray0, polyline, new Scalar(150));

        assertTrue(0 < Core.countNonZero(gray0));
        assertTrue(gray0.total() > Core.countNonZero(gray0));
    }

    public void testFillConvexPolyMatListOfPointScalarIntInt() {
        MatOfPoint polyline1 = new MatOfPoint(new Point(2, 1), new Point(5, 1), new Point(5, 7), new Point(2, 7));
        MatOfPoint polyline2 = new MatOfPoint(new Point(4, 2), new Point(10, 2), new Point(10, 14), new Point(4, 14));

        // current implementation of fixed-point version of fillConvexPoly
        // requires image to be at least 2-pixel wider in each direction than
        // contour
        Imgproc.fillConvexPoly(gray0, polyline1, colorWhite, Imgproc.LINE_8, 0);

        assertTrue(0 < Core.countNonZero(gray0));
        assertTrue(gray0.total() > Core.countNonZero(gray0));

        Imgproc.fillConvexPoly(gray0, polyline2, colorBlack, Imgproc.LINE_8, 1);

        assertEquals("see http://code.opencv.org/issues/1284", 0, Core.countNonZero(gray0));
    }

    public void testFillPolyMatListOfListOfPointScalar() {
        int matSize = 10;
        Mat gray0 = Mat.zeros(matSize, matSize, CvType.CV_8U);
        MatOfPoint polyline = new MatOfPoint(new Point(1, 4), new Point(1, 8), new Point(4, 1), new Point(7, 8), new Point(7, 4));
        List<MatOfPoint> polylines = new ArrayList<MatOfPoint>();
        polylines.add(polyline);

        Imgproc.fillPoly(gray0, polylines, new Scalar(1));

        final byte[] truth = new byte[] {
                0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
                0, 0, 0, 0, 1, 0, 0, 0, 0, 0,
                0, 0, 0, 0, 1, 0, 0, 0, 0, 0,
                0, 0, 0, 1, 1, 1, 0, 0, 0, 0,
                0, 1, 1, 1, 1, 1, 1, 1, 0, 0,
                0, 1, 1, 0, 0, 0, 1, 1, 0, 0,
                0, 1, 1, 0, 0, 0, 1, 1, 0, 0,
                0, 1, 0, 0, 0, 0, 0, 1, 0, 0,
                0, 1, 0, 0, 0, 0, 0, 1, 0, 0,
                0, 0, 0, 0, 0, 0, 0, 0, 0, 0 };

        assertMatEqual(new Mat(gray0.size(), CvType.CV_8U) {
            {
                put(0, 0, truth);
            }
        }, gray0);
    }

    public void testFillPolyMatListOfListOfPointScalarIntIntPoint() {
        MatOfPoint polyline1 = new MatOfPoint(new Point(1, 4), new Point(1, 8), new Point(4, 1), new Point(7, 8), new Point(7, 4));
        MatOfPoint polyline2 = new MatOfPoint(new Point(0, 3), new Point(0, 7), new Point(3, 0), new Point(6, 7), new Point(6, 3));

        List<MatOfPoint> polylines1 = new ArrayList<MatOfPoint>();
        polylines1.add(polyline1);

        List<MatOfPoint> polylines2 = new ArrayList<MatOfPoint>();
        polylines2.add(polyline2);

        Imgproc.fillPoly(gray0, polylines1, new Scalar(1), Imgproc.LINE_8, 0, new Point(0, 0));

        assertTrue(0 < Core.countNonZero(gray0));

        Imgproc.fillPoly(gray0, polylines2, new Scalar(0), Imgproc.LINE_8, 0, new Point(1, 1));

        assertEquals(0, Core.countNonZero(gray0));
    }

    public void testFlip() {
        Mat src = new Mat(2, 2, CvType.CV_32F) {
            {
                put(0, 0, 1.0);
                put(0, 1, 2.0);
                put(1, 0, 3.0);
                put(1, 1, 4.0);
            }
        };
        Mat dst1 = new Mat();
        Mat dst2 = new Mat();

        Core.flip(src, dst1, 0);
        Core.flip(src, dst2, 1);

        Mat dst_f1 = new Mat(2, 2, CvType.CV_32F) {
            {
                put(0, 0, 3.0);
                put(0, 1, 4.0);
                put(1, 0, 1.0);
                put(1, 1, 2.0);
            }
        };
        Mat dst_f2 = new Mat(2, 2, CvType.CV_32F) {
            {
                put(0, 0, 2.0);
                put(0, 1, 1.0);
                put(1, 0, 4.0);
                put(1, 1, 3.0);
            }
        };
        assertMatEqual(dst_f1, dst1, EPS);
        assertMatEqual(dst_f2, dst2, EPS);
    }

    public void testGemmMatMatDoubleMatDoubleMat() {
        Mat m1 = new Mat(2, 2, CvType.CV_32FC1) {
            {
                put(0, 0, 1.0, 0.0);
                put(1, 0, 1.0, 0.0);
            }
        };
        Mat m2 = new Mat(2, 2, CvType.CV_32FC1) {
            {
                put(0, 0, 1.0, 0.0);
                put(1, 0, 1.0, 0.0);
            }
        };
        Mat dmatrix = new Mat(2, 2, CvType.CV_32FC1) {
            {
                put(0, 0, 0.001, 0.001);
                put(1, 0, 0.001, 0.001);
            }
        };

        Core.gemm(m1, m2, 1.0, dmatrix, 1.0, dst);

        Mat expected = new Mat(2, 2, CvType.CV_32FC1) {
            {
                put(0, 0, 1.001, 0.001);
                put(1, 0, 1.001, 0.001);
            }
        };
        assertMatEqual(expected, dst, EPS);
    }

    public void testGemmMatMatDoubleMatDoubleMatInt() {
        Mat m1 = new Mat(2, 2, CvType.CV_32FC1) {
            {
                put(0, 0, 1.0, 0.0);
                put(1, 0, 1.0, 0.0);
            }
        };
        Mat m2 = new Mat(2, 2, CvType.CV_32FC1) {
            {
                put(0, 0, 1.0, 0.0);
                put(1, 0, 1.0, 0.0);
            }
        };
        Mat dmatrix = new Mat(2, 2, CvType.CV_32FC1) {
            {
                put(0, 0, 0.001, 0.001);
                put(1, 0, 0.001, 0.001);
            }
        };

        Core.gemm(m1, m2, 1.0, dmatrix, 1.0, dst, Core.GEMM_1_T);

        Mat expected = new Mat(2, 2, CvType.CV_32FC1) {
            {
                put(0, 0, 2.001, 0.001);
                put(1, 0, 0.001, 0.001);
            }
        };
        assertMatEqual(expected, dst, EPS);
    }

    public void testGetCPUTickCount() {
        long cpuCountStart = 0, actualTickCount;

        cpuCountStart = Core.getCPUTickCount();
        Core.sumElems(gray255);
        actualTickCount = Core.getCPUTickCount();

        long expectedTickCount = actualTickCount - cpuCountStart;
        assertTrue(expectedTickCount > 0);
    }

    public void testGetNumberOfCPUs() {
        int cpus = Core.getNumberOfCPUs();

        assertTrue(Runtime.getRuntime().availableProcessors() <= cpus);
    }

    public void testGetOptimalDFTSize() {
        assertEquals(1, Core.getOptimalDFTSize(0));
        assertEquals(135, Core.getOptimalDFTSize(133));
        assertEquals(15, Core.getOptimalDFTSize(13));
    }

    public void testGetTickCount() {
        long startCount, endCount, count;

        startCount = Core.getTickCount();
        Core.divide(gray2, gray1, dst);
        endCount = Core.getTickCount();

        count = endCount - startCount;
        assertTrue(count > 0);
    }

    public void testGetTickFrequency() {
        double freq1 = Core.getTickFrequency();
        Core.divide(gray2, gray1, dst);
        double freq2 = Core.getTickFrequency();

        assertTrue(0 < freq1);
        assertEquals(freq1, freq2);
    }

    public void testHconcat() {
        List<Mat> mats = Arrays.asList(Mat.eye(3, 3, CvType.CV_8U), Mat.zeros(3, 2, CvType.CV_8U));

        Core.hconcat(mats, dst);

        assertMatEqual(Mat.eye(3, 5, CvType.CV_8U), dst);
    }

    public void testIdctMatMat() {
        Mat in = new Mat(1, 8, CvType.CV_32F) {
            {
                put(0, 0, 1.0, 2.0, 1.0, 0.0, 1.0, 2.0, 3.0, 1.0);
            }
        };

        Core.idct(in, dst);

        truth = new Mat(1, 8, CvType.CV_32F) {
            {
                put(0, 0, 3.3769724, -1.6215782, 2.3608727, 0.20730907, -0.86502546, 0.028082132, -0.7673766, 0.10917115);
            }
        };
        assertMatEqual(truth, dst, EPS);
    }

    public void testIdctMatMatInt() {
        Mat in = new Mat(2, 8, CvType.CV_32F) {
            {
                put(0, 0, 1.0, 2.0, 1.0, 0.0, 1.0, 2.0, 3.0, 1.0);
                put(1, 0, 1.0, 2.0, 1.0, 0.0, 1.0, 2.0, 3.0, 1.0);
            }
        };

        Core.idct(in, dst, Core.DCT_ROWS);

        truth = new Mat(2, 8, CvType.CV_32F) {
            {
                put(0, 0, 3.3769724, -1.6215782, 2.3608727, 0.20730907, -0.86502546, 0.028082132, -0.7673766, 0.10917115);
                put(1, 0, 3.3769724, -1.6215782, 2.3608727, 0.20730907, -0.86502546, 0.028082132, -0.7673766, 0.10917115);
            }
        };
        assertMatEqual(truth, dst, EPS);
    }

    public void testIdftMatMat() {
        Mat in = new Mat(1, 4, CvType.CV_32F) {
            {
                put(0, 0, 1.0, 2.0, 3.0, 4.0);
            }
        };

        Core.idft(in, dst);

        truth = new Mat(1, 4, CvType.CV_32F) {
            {
                put(0, 0, 9, -9, 1, 3);
            }
        };
        assertMatEqual(truth, dst, EPS);
    }

    public void testIdftMatMatIntInt() {
        Mat in = new Mat(2, 4, CvType.CV_32F) {
            {
                put(0, 0, 1.0, 2.0, 3.0, 4.0);
                put(1, 0, 1.0, 2.0, 3.0, 4.0);
            }
        };
        Mat dst = new Mat();

        Core.idft(in, dst, Core.DFT_REAL_OUTPUT, 1);

        truth = new Mat(2, 4, CvType.CV_32F) {
            {
                put(0, 0, 18, -18, 2, 6);
                put(1, 0, 0, 0, 0, 0);
            }
        };
        assertMatEqual(truth, dst, EPS);
    }

    public void testInRange() {
        gray0.put(1, 1, 100, 150, 200);

        Core.inRange(gray0, new Scalar(120), new Scalar(160), dst);

        byte vals[] = new byte[3];
        dst.get(1, 1, vals);

        assertEquals(0, vals[0]);
        assertEquals(-1, vals[1]);
        assertEquals(0, vals[2]);
        assertEquals(1, Core.countNonZero(dst));
    }

    public void testInsertChannel() {
        Core.insertChannel(gray0, rgba128, 0);
        Core.insertChannel(gray0, rgba128, 1);
        Core.insertChannel(gray0, rgba128, 2);
        Core.insertChannel(gray0, rgba128, 3);

        assertMatEqual(rgba0, rgba128);
    }

    public void testInvertMatMat() {
        Mat src = new Mat(2, 2, CvType.CV_32F) {
            {
                put(0, 0, 1.0);
                put(0, 1, 2.0);
                put(1, 0, 1.5);
                put(1, 1, 4.0);
            }
        };

        Core.invert(src, dst);

        truth = new Mat(2, 2, CvType.CV_32F) {
            {
                put(0, 0, 4.0);
                put(0, 1, -2.0);
                put(1, 0, -1.5);
                put(1, 1, 1.0);
            }
        };
        assertMatEqual(truth, dst, EPS);
    }

    public void testInvertMatMatInt() {
        Mat src = Mat.eye(3, 3, CvType.CV_32FC1);
        src.put(0, 2, 1);

        double cond = Core.invert(src, dst, Core.DECOMP_SVD);

        truth = Mat.eye(3, 3, CvType.CV_32FC1);
        truth.put(0, 2, -1);
        assertMatEqual(truth, dst, EPS);
        assertEquals(0.3819660544395447, cond, EPS);
    }

    public void testKmeansMatIntMatTermCriteriaIntInt() {
        Mat data = new Mat(4, 5, CvType.CV_32FC1) {
            {
                put(0, 0, 1, 2, 3, 4, 5);
                put(1, 0, 2, 3, 4, 5, 6);
                put(2, 0, 5, 4, 3, 2, 1);
                put(3, 0, 6, 5, 4, 3, 2);
            }
        };
        TermCriteria criteria = new TermCriteria(TermCriteria.EPS, 0, EPS);
        Mat labels = new Mat();

        Core.kmeans(data, 2, labels, criteria, 1, Core.KMEANS_PP_CENTERS);

        int[] first_center = new int[1];
        labels.get(0, 0, first_center);
        final int c1 = first_center[0];
        Mat expected_labels = new Mat(4, 1, CvType.CV_32S) {
            {
                put(0, 0, c1, c1, 1 - c1, 1 - c1);
            }
        };
        assertMatEqual(expected_labels, labels);
    }

    public void testKmeansMatIntMatTermCriteriaIntIntMat() {
        Mat data = new Mat(4, 5, CvType.CV_32FC1) {
            {
                put(0, 0, 1, 2, 3, 4, 5);
                put(1, 0, 2, 3, 4, 5, 6);
                put(2, 0, 5, 4, 3, 2, 1);
                put(3, 0, 6, 5, 4, 3, 2);
            }
        };
        TermCriteria criteria = new TermCriteria(TermCriteria.EPS, 0, EPS);
        Mat labels = new Mat();
        Mat centers = new Mat();

        Core.kmeans(data, 2, labels, criteria, 6, Core.KMEANS_RANDOM_CENTERS, centers);

        int[] first_center = new int[1];
        labels.get(0, 0, first_center);
        final int c1 = first_center[0];
        Mat expected_labels = new Mat(4, 1, CvType.CV_32S) {
            {
                put(0, 0, c1, c1, 1 - c1, 1 - c1);
            }
        };
        Mat expected_centers = new Mat(2, 5, CvType.CV_32FC1) {
            {
                put(c1, 0, 1.5, 2.5, 3.5, 4.5, 5.5);
                put(1 - c1, 0, 5.5, 4.5, 3.5, 2.5, 1.5);
            }
        };
        assertMatEqual(expected_labels, labels);
        assertMatEqual(expected_centers, centers, EPS);
    }

    public void testLineMatPointPointScalar() {
        int nPoints = Math.min(gray0.cols(), gray0.rows());
        Point point1 = new Point(0, 0);
        Point point2 = new Point(nPoints, nPoints);
        Scalar color = new Scalar(255);

        Imgproc.line(gray0, point1, point2, color);

        assertTrue(nPoints == Core.countNonZero(gray0));
    }

    public void testLineMatPointPointScalarInt() {
        int nPoints = Math.min(gray0.cols(), gray0.rows());
        Point point1 = new Point(0, 0);
        Point point2 = new Point(nPoints, nPoints);

        Imgproc.line(gray0, point1, point2, colorWhite, 0);

        assertTrue(nPoints == Core.countNonZero(gray0));
    }

    public void testLineMatPointPointScalarIntIntInt() {
        int nPoints = Math.min(gray0.cols(), gray0.rows());
        Point point1 = new Point(3, 4);
        Point point2 = new Point(nPoints, nPoints);
        Point point1_4 = new Point(3 * 4, 4 * 4);
        Point point2_4 = new Point(nPoints * 4, nPoints * 4);

        Imgproc.line(gray0, point2, point1, colorWhite, 2, Imgproc.LINE_8, 0);

        assertFalse(0 == Core.countNonZero(gray0));

        Imgproc.line(gray0, point2_4, point1_4, colorBlack, 2, Imgproc.LINE_8, 2);

        assertEquals(0, Core.countNonZero(gray0));
    }

    public void testLog() {
        Mat in = new Mat(1, 4, CvType.CV_32FC1) {
            {
                put(0, 0, 1.0, 10.0, 100.0, 1000.0);
            }
        };

        Core.log(in, dst);

        Mat expected = new Mat(1, 4, CvType.CV_32FC1) {
            {
                put(0, 0, 0, 2.3025851, 4.6051702, 6.9077554);
            }
        };
        assertMatEqual(expected, dst, EPS);
    }

    public void testLUTMatMatMat() {
        Mat lut = new Mat(1, 256, CvType.CV_8UC1);
        lut.setTo(new Scalar(0));

        Core.LUT(grayRnd, lut, dst);

        assertMatEqual(gray0, dst);

        lut.setTo(new Scalar(255));

        Core.LUT(grayRnd, lut, dst);

        assertMatEqual(gray255, dst);
    }

    public void testMagnitude() {
        Mat x = new Mat(1, 4, CvType.CV_32F);
        Mat y = new Mat(1, 4, CvType.CV_32F);
        x.put(0, 0, 3.0, 5.0, 9.0, 6.0);
        y.put(0, 0, 4.0, 12.0, 40.0, 8.0);

        Core.magnitude(x, y, dst);

        Mat out = new Mat(1, 4, CvType.CV_32F);
        out.put(0, 0, 5.0, 13.0, 41.0, 10.0);
        assertMatEqual(out, dst, EPS);

        Core.magnitude(gray0_32f, gray255_32f, dst);

        assertMatEqual(gray255_32f, dst, EPS);
    }

    public void testMahalanobis() {
        Mat covar = new Mat(matSize, matSize, CvType.CV_32F);
        Mat mean = new Mat(1, matSize, CvType.CV_32F);
        Core.calcCovarMatrix(grayRnd_32f, covar, mean, Core.COVAR_ROWS | Core.COVAR_NORMAL, CvType.CV_32F);
        covar = covar.inv();
        Mat line1 = grayRnd_32f.row(0);
        Mat line2 = grayRnd_32f.row(1);

        double d = Core.Mahalanobis(line1, line1, covar);

        assertEquals(0.0, d);

        d = Core.Mahalanobis(line1, line2, covar);

        assertTrue(d > 0.0);
    }

    public void testMax() {
        Core.max(gray0, gray255, dst);

        assertMatEqual(gray255, dst);

        Mat x = new Mat(1, 1, CvType.CV_32F);
        Mat y = new Mat(1, 1, CvType.CV_32F);
        x.put(0, 0, 23.0);
        y.put(0, 0, 4.0);

        Core.max(x, y, dst);

        Mat truth = new Mat(1, 1, CvType.CV_32F);
        truth.put(0, 0, 23.0);
        assertMatEqual(truth, dst, EPS);
    }

    public void testMeanMat() {
        Scalar mean = Core.mean(makeMask(gray128));

        assertScalarEqual(new Scalar(64), mean, EPS);
    }

    public void testMeanMatMat() {
        Mat mask1 = makeMask(gray1.clone());
        Mat mask2 = makeMask(gray0, 1);

        Scalar mean1 = Core.mean(grayRnd, mask1);
        Scalar mean2 = Core.mean(grayRnd, mask2);
        Scalar mean = Core.mean(grayRnd, gray1);

        assertScalarEqual(mean, new Scalar(0.5 * (mean1.val[0] + mean2.val[0])), EPS);
    }

    public void testMeanStdDevMatMatMat() {
        MatOfDouble mean   = new MatOfDouble();
        MatOfDouble stddev = new MatOfDouble();

        Core.meanStdDev(rgbLena, mean, stddev);

        double expectedMean[] = new double[]
            {105.3989906311035, 99.56269836425781, 179.7303047180176};
        double expectedDev[] = new double[]
            {33.74205485167219, 52.8734582803278, 49.01569488056406};

        assertArrayEquals(expectedMean, mean.toArray(), EPS);
        assertArrayEquals(expectedDev, stddev.toArray(), EPS);
    }

    public void testMeanStdDevMatMatMatMat() {
        Mat submat = grayRnd.submat(0, grayRnd.rows() / 2, 0, grayRnd.cols() / 2);
        submat.setTo(new Scalar(33));
        Mat mask = gray0.clone();
        submat = mask.submat(0, mask.rows() / 2, 0, mask.cols() / 2);
        submat.setTo(new Scalar(1));
        MatOfDouble mean   = new MatOfDouble();
        MatOfDouble stddev = new MatOfDouble();

        Core.meanStdDev(grayRnd, mean, stddev, mask);

        double expectedMean[] = new double[] {33d};
        double expectedDev[]  = new double[] {0d};

        assertArrayEquals(expectedMean, mean.toArray(), EPS);
        assertArrayEquals(expectedDev, stddev.toArray(), EPS);
    }

    public void testMerge() {
        Mat src1 = new Mat(2, 2, CvType.CV_32FC1, new Scalar(1));
        Mat src2 = new Mat(2, 2, CvType.CV_32FC1, new Scalar(2));
        Mat src3 = new Mat(2, 2, CvType.CV_32FC1, new Scalar(3));
        List<Mat> listMat = Arrays.asList(src1, src2, src3);

        Core.merge(listMat, dst);

        truth = new Mat(2, 2, CvType.CV_32FC3, new Scalar(1, 2, 3));
        assertMatEqual(truth, dst, EPS);
    }

    public void testMin() {
        Core.min(gray0, gray255, dst);

        assertMatEqual(gray0, dst);
    }

    public void testMinMaxLocMat() {
        double minVal = 1;
        double maxVal = 10;
        Point minLoc = new Point(gray3.cols() / 4, gray3.rows() / 2);
        Point maxLoc = new Point(gray3.cols() / 2, gray3.rows() / 4);
        gray3.put((int) minLoc.y, (int) minLoc.x, minVal);
        gray3.put((int) maxLoc.y, (int) maxLoc.x, maxVal);

        Core.MinMaxLocResult mmres = Core.minMaxLoc(gray3);

        assertEquals(minVal, mmres.minVal);
        assertEquals(maxVal, mmres.maxVal);
        assertPointEquals(minLoc, mmres.minLoc, EPS);
        assertPointEquals(maxLoc, mmres.maxLoc, EPS);
    }

    public void testMinMaxLocMatMat() {
        Mat src = new Mat(4, 4, CvType.CV_8U) {
            {
                put(0, 0, 2, 4, 27, 3);
                put(1, 0, 0, 8, 7, 130);
                put(2, 0, 13, 4, 13, 4);
                put(3, 0, 6, 4, 2, 13);
            }
        };
        Mat mask = new Mat(4, 4, CvType.CV_8U, new Scalar(0));
        mask.submat(1, 3, 1, 4).setTo(new Scalar(1));

        MinMaxLocResult res = Core.minMaxLoc(src, mask);

        assertEquals(4.0, res.minVal);
        assertEquals(130.0, res.maxVal);
        assertPointEquals(new Point(1, 2), res.minLoc, EPS);
        assertPointEquals(new Point(3, 1), res.maxLoc, EPS);
    }

    public void testMixChannels() {
        rgba0.setTo(new Scalar(10, 20, 30, 40));
        List<Mat> src = Arrays.asList(rgba0);
        List<Mat> dst = Arrays.asList(gray3, gray2, gray1, gray0, getMat(CvType.CV_8UC3, 0, 0, 0));
        MatOfInt fromTo = new MatOfInt(
                3, 0,
                3, 1,
                2, 2,
                0, 3,
                2, 4,
                1, 5,
                0, 6
        );

        Core.mixChannels(src, dst, fromTo);

        assertMatEqual(getMat(CvType.CV_8U, 40), dst.get(0));
        assertMatEqual(getMat(CvType.CV_8U, 40), dst.get(1));
        assertMatEqual(getMat(CvType.CV_8U, 30), dst.get(2));
        assertMatEqual(getMat(CvType.CV_8U, 10), dst.get(3));
        assertMatEqual(getMat(CvType.CV_8UC3, 30, 20, 10), dst.get(4));
    }

    public void testMulSpectrumsMatMatMatInt() {
        Mat src1 = new Mat(1, 4, CvType.CV_32F) {
            {
                put(0, 0, 1.0, 2.0, 3.0, 4.0);
            }
        };
        Mat src2 = new Mat(1, 4, CvType.CV_32F) {
            {
                put(0, 0, 1.0, 2.0, 3.0, 4.0);
            }
        };

        Core.mulSpectrums(src1, src2, dst, Core.DFT_ROWS);

        Mat expected = new Mat(1, 4, CvType.CV_32F) {
            {
                put(0, 0, 1, -5, 12, 16);
            }
        };
        assertMatEqual(expected, dst, EPS);
    }

    public void testMulSpectrumsMatMatMatIntBoolean() {
        Mat src1 = new Mat(1, 4, CvType.CV_32F) {
            {
                put(0, 0, 1.0, 2.0, 3.0, 4.0);
            }
        };
        Mat src2 = new Mat(1, 4, CvType.CV_32F) {
            {
                put(0, 0, 1.0, 2.0, 3.0, 4.0);
            }
        };

        Core.mulSpectrums(src1, src2, dst, Core.DFT_ROWS, true);

        Mat expected = new Mat(1, 4, CvType.CV_32F) {
            {
                put(0, 0, 1, 13, 0, 16);
            }
        };
        assertMatEqual(expected, dst, EPS);
    }

    public void testMultiplyMatMatMat() {
        Core.multiply(gray0, gray255, dst);

        assertMatEqual(gray0, dst);
    }

    public void testMultiplyMatMatMatDouble() {
        Core.multiply(gray1, gray1, dst, 2.0);

        assertMatEqual(gray2, dst);

    }

    public void testMultiplyMatMatMatDoubleInt() {
        Core.multiply(gray1, gray2, dst, 1.5, CvType.CV_32F);

        assertMatEqual(gray3_32f, dst, EPS);
    }

    public void testMulTransposedMatMatBoolean() {
        Core.mulTransposed(grayE_32f, dst, true);

        assertMatEqual(grayE_32f, dst, EPS);
    }

    public void testMulTransposedMatMatBooleanMatDouble() {
        Core.mulTransposed(grayE_32f, dst, true, gray0_32f, 2);

        truth = gray0_32f;
        truth.diag().setTo(new Scalar(2));
        assertMatEqual(truth, dst, EPS);
    }

    public void testMulTransposedMatMatBooleanMatDoubleInt() {
        Mat a = getMat(CvType.CV_32F, 1);

        Core.mulTransposed(a, dst, true, gray0_32f, 3, CvType.CV_64F);

        assertMatEqual(getMat(CvType.CV_64F, 3 * a.rows()), dst, EPS);
    }

    public void testNormalizeMatMat() {
        Mat m = gray0.clone();
        m.diag().setTo(new Scalar(2));

        Core.normalize(m, dst);

        assertMatEqual(gray0, dst);
    }

    public void testNormalizeMatMatDoubleDoubleInt() {
        Mat src = new Mat(1, 4, CvType.CV_32F) {
            {
                put(0, 0, 1.0, 2.0, 3.0, 4.0);
            }
        };

        Core.normalize(src, dst, 1.0, 2.0, Core.NORM_INF);

        Mat expected = new Mat(1, 4, CvType.CV_32F) {
            {
                put(0, 0, 0.25, 0.5, 0.75, 1);
            }
        };
        assertMatEqual(expected, dst, EPS);
    }

    public void testNormalizeMatMatDoubleDoubleIntInt() {
        Mat src = new Mat(1, 5, CvType.CV_32F) {
            {
                put(0, 0, 0, 1, 2, 3, 4);
            }
        };

        Core.normalize(src, dst, 1, 2, Core.NORM_MINMAX, CvType.CV_64F);

        Mat expected = new Mat(1, 5, CvType.CV_64F) {
            {
                put(0, 0, 1, 1.25, 1.5, 1.75, 2);
            }
        };
        assertMatEqual(expected, dst, EPS);
    }

    public void testNormalizeMatMatDoubleDoubleIntIntMat() {
        Mat src = new Mat(1, 5, CvType.CV_32F) {
            {
                put(0, 0, 0, 1, 2, 3, 4);
            }
        };
        Mat mask = new Mat(1, 5, CvType.CV_8U) {
            {
                put(0, 0, 1, 0, 0, 0, 1);
            }
        };
        dst = src.clone();

        Core.normalize(src, dst, 1, 2, Core.NORM_MINMAX, CvType.CV_32F, mask);

        Mat expected = new Mat(1, 5, CvType.CV_32F) {
            {
                put(0, 0, 1, 1, 2, 3, 2);
            }
        };
        assertMatEqual(expected, dst, EPS);
    }

    public void testNormMat() {
        double n = Core.norm(gray1);

        assertEquals(10., n);
    }

    public void testNormMatInt() {
        double n = Core.norm(gray127, Core.NORM_INF);

        assertEquals(127., n);
    }

    public void testNormMatIntMat() {
        double n = Core.norm(gray3, Core.NORM_L1, gray0);

        assertEquals(0.0, n);
    }

    public void testNormMatMat() {
        double n = Core.norm(gray0, gray1);

        assertEquals(10.0, n);
    }

    public void testNormMatMatInt() {
        double n = Core.norm(gray127, gray1, Core.NORM_INF);

        assertEquals(126.0, n);
    }

    public void testNormMatMatIntMat() {
        double n = Core.norm(gray3, gray0, Core.NORM_L1, makeMask(gray0.clone(), 1));

        assertEquals(150.0, n);
    }

    public void testPCABackProject() {
        Mat mean = new Mat(1, 4, CvType.CV_32F) {
            {
                put(0, 0, 2, 4, 4, 8);
            }
        };
        Mat vectors = new Mat(1, 4, CvType.CV_32F, new Scalar(0)) {
            {
                put(0, 0, 0.2, 0.4, 0.4, 0.8);
            }
        };
        Mat data = new Mat(3, 1, CvType.CV_32F) {
            {
                put(0, 0, -5, 0, -10);
            }
        };
        Mat result = new Mat();

        Core.PCABackProject(data, mean, vectors, result);

        Mat truth = new Mat(3, 4, CvType.CV_32F) {
            {
                put(0, 0, 1, 2, 2, 4);
                put(1, 0, 2, 4, 4, 8);
                put(2, 0, 0, 0, 0, 0);
            }
        };
        assertMatEqual(truth, result, EPS);
    }

    public void testPCAComputeMatMatMat() {
        Mat data = new Mat(3, 4, CvType.CV_32F) {
            {
                put(0, 0, 1, 2, 2, 4);
                put(1, 0, 2, 4, 4, 8);
                put(2, 0, 3, 6, 6, 12);
            }
        };
        Mat mean = new Mat();
        Mat vectors = new Mat();

        Core.PCACompute(data, mean, vectors);

        Mat mean_truth = new Mat(1, 4, CvType.CV_32F) {
            {
                put(0, 0, 2, 4, 4, 8);
            }
        };
        Mat vectors_truth = new Mat(3, 4, CvType.CV_32F, new Scalar(0)) {
            {
                put(0, 0, 0.2, 0.4, 0.4, 0.8);
            }
        };
        assertMatEqual(mean_truth, mean, EPS);
        assertMatEqual(vectors_truth, vectors, EPS);
    }

    public void testPCAComputeMatMatMatInt() {
        Mat data = new Mat(3, 4, CvType.CV_32F) {
            {
                put(0, 0, 1, 2, 2, 4);
                put(1, 0, 2, 4, 4, 8);
                put(2, 0, 3, 6, 6, 12);
            }
        };
        Mat mean = new Mat();
        Mat vectors = new Mat();

        Core.PCACompute(data, mean, vectors, 1);

        Mat mean_truth = new Mat(1, 4, CvType.CV_32F) {
            {
                put(0, 0, 2, 4, 4, 8);
            }
        };
        Mat vectors_truth = new Mat(1, 4, CvType.CV_32F, new Scalar(0)) {
            {
                put(0, 0, 0.2, 0.4, 0.4, 0.8);
            }
        };
        assertMatEqual(mean_truth, mean, EPS);
        assertMatEqual(vectors_truth, vectors, EPS);
    }

    public void testPCAProject() {
        Mat mean = new Mat(1, 4, CvType.CV_32F) {
            {
                put(0, 0, 2, 4, 4, 8);
            }
        };
        Mat vectors = new Mat(1, 4, CvType.CV_32F, new Scalar(0)) {
            {
                put(0, 0, 0.2, 0.4, 0.4, 0.8);
            }
        };
        Mat data = new Mat(3, 4, CvType.CV_32F) {
            {
                put(0, 0, 1, 2, 2, 4);
                put(1, 0, 2, 4, 4, 8);
                put(2, 0, 0, 0, 0, 0);
            }
        };
        Mat result = new Mat();

        Core.PCAProject(data, mean, vectors, result);

        Mat truth = new Mat(3, 1, CvType.CV_32F) {
            {
                put(0, 0, -5, 0, -10);
            }
        };
        assertMatEqual(truth, result, EPS);
    }

    public void testPerspectiveTransform() {
        Mat src = new Mat(matSize, matSize, CvType.CV_32FC2);
        Core.randu(src, 0, 256);
        Mat transformMatrix = Mat.eye(3, 3, CvType.CV_32F);

        Core.perspectiveTransform(src, dst, transformMatrix);
        assertMatEqual(src, dst, EPS);
    }

    public void testPerspectiveTransform3D() {
        Mat src = new Mat(matSize, matSize, CvType.CV_32FC3);
        Core.randu(src, 0, 256);
        Mat transformMatrix = Mat.eye(4, 4, CvType.CV_32F);

        Core.perspectiveTransform(src, dst, transformMatrix);

        assertMatEqual(src, dst, EPS);
    }

    private static double atan2deg(double y, double x)
    {
        double res = Math.atan2(y, x);
        if (res < 0)
            res = Math.PI * 2 + res;
        return res * 180 / Math.PI;
    }

    private static double atan2rad(double y, double x)
    {
        double res = Math.atan2(y, x);
        if (res < 0)
            res = Math.PI * 2 + res;
        return res;
    }

    public void testPhaseMatMatMat() {
        Mat x = new Mat(1, 4, CvType.CV_32F) {
            {
                put(0, 0, 10.0, 10.0, 20.0, 5.0);
            }
        };
        Mat y = new Mat(1, 4, CvType.CV_32F) {
            {
                put(0, 0, 20.0, 15.0, 20.0, 20.0);
            }
        };
        Mat gold = new Mat(1, 4, CvType.CV_32F) {
            {
                put(0, 0, atan2rad(20, 10), atan2rad(15, 10), atan2rad(20, 20), atan2rad(20, 5));
            }
        };

        Core.phase(x, y, dst);

        assertMatEqual(gold, dst, EPS);
    }

    public void testPhaseMatMatMatBoolean() {
        Mat x = new Mat(1, 4, CvType.CV_32F) {
            {
                put(0, 0, 10.0, 10.0, 20.0, 5.0);
            }
        };
        Mat y = new Mat(1, 4, CvType.CV_32F) {
            {
                put(0, 0, 20.0, 15.0, 20.0, 20.0);
            }
        };
        Mat gold = new Mat(1, 4, CvType.CV_32F) {
            {
                put(0, 0, atan2deg(20, 10), atan2deg(15, 10), atan2deg(20, 20), atan2deg(20, 5));
            }
        };

        Core.phase(x, y, dst, true);

        assertMatEqual(gold, dst, EPS * 180 / Math.PI);
    }

    public void testPolarToCartMatMatMatMat() {
        Mat magnitude = new Mat(1, 3, CvType.CV_32F) {
            {
                put(0, 0, 5.0, 10.0, 13.0);
            }
        };
        Mat angle = new Mat(1, 3, CvType.CV_32F) {
            {
                put(0, 0, 0.92729962, 0.92729962, 1.1759995);
            }
        };
        Mat xCoordinate = new Mat();
        Mat yCoordinate = new Mat();

        Core.polarToCart(magnitude, angle, xCoordinate, yCoordinate);

        Mat x = new Mat(1, 3, CvType.CV_32F) {
            {
                put(0, 0, 3.0, 6.0, 5, 0);
            }
        };
        Mat y = new Mat(1, 3, CvType.CV_32F) {
            {
                put(0, 0, 4.0, 8.0, 12.0);
            }
        };
        assertMatEqual(x, xCoordinate, EPS);
        assertMatEqual(y, yCoordinate, EPS);
    }

    public void testPolarToCartMatMatMatMatBoolean() {
        Mat magnitude = new Mat(1, 3, CvType.CV_32F) {
            {
                put(0, 0, 5.0, 10.0, 13.0);
            }
        };
        Mat angle = new Mat(1, 3, CvType.CV_32F) {
            {
                put(0, 0, 0.92729962, 0.92729962, 1.1759995);
            }
        };
        Mat xCoordinate = new Mat();
        Mat yCoordinate = new Mat();

        Core.polarToCart(magnitude, angle, xCoordinate, yCoordinate, true);

        Mat x = new Mat(1, 3, CvType.CV_32F) {
            {
                put(0, 0, 4.9993458, 9.9986916, 12.997262);
            }
        };
        Mat y = new Mat(1, 3, CvType.CV_32F) {
            {
                put(0, 0, 0.080918625, 0.16183725, 0.26680708);
            }
        };
        assertMatEqual(x, xCoordinate, EPS);
        assertMatEqual(y, yCoordinate, EPS);
    }

    public void testPow() {
        Core.pow(gray2, 7, dst);

        assertMatEqual(gray128, dst);
    }

    public void testRandn() {
        Core.randn(gray0, 100, 23);

        assertEquals(100., Core.mean(gray0).val[0], 23 / 2);
    }

    public void testRandShuffleMat() {
        Mat original = new Mat(1, 10, CvType.CV_32F) {
            {
                put(0, 0, 0, 1, 2, 3, 4, 5, 6, 7, 8, 9);
            }
        };
        Mat shuffled = original.clone();

        Core.randShuffle(shuffled);

        assertMatNotEqual(original, shuffled, EPS);
        Mat dst1 = new Mat();
        Mat dst2 = new Mat();
        Core.sort(original, dst1, Core.SORT_ASCENDING);
        Core.sort(shuffled, dst2, Core.SORT_ASCENDING);
        assertMatEqual(dst1, dst2, EPS);
    }

    public void testRandShuffleMatDouble() {
        Mat original = new Mat(1, 10, CvType.CV_32F) {
            {
                put(0, 0, 0, 1, 2, 3, 4, 5, 6, 7, 8, 9);
            }
        };
        Mat shuffled = original.clone();

        Core.randShuffle(shuffled, 10);

        assertMatNotEqual(original, shuffled, EPS);
        Mat dst1 = new Mat();
        Mat dst2 = new Mat();
        Core.sort(original, dst1, Core.SORT_ASCENDING);
        Core.sort(shuffled, dst2, Core.SORT_ASCENDING);
        assertMatEqual(dst1, dst2, EPS);
    }

    public void testRandu() {
        Core.randu(gray0, 3, 23);
        fail("Not yet implemented");
        //assertTrue(Core.checkRange(gray0, true, null, 3, 23));
    }

    public void testRectangleMatPointPointScalar() {
        Point bottomRight = new Point(gray0.cols() / 2, gray0.rows() / 2);
        Point topLeft = new Point(0, 0);
        Scalar color = new Scalar(128);

        Imgproc.rectangle(gray0, bottomRight, topLeft, color);

        assertTrue(0 != Core.countNonZero(gray0));
    }

    public void testRectangleMatPointPointScalarInt() {
        Point bottomRight = new Point(gray0.cols(), gray0.rows());
        Point topLeft = new Point(0, 0);
        Scalar color = new Scalar(128);

        Imgproc.rectangle(gray0, bottomRight, topLeft, color, 2);
        Imgproc.rectangle(gray0, bottomRight, topLeft, colorBlack);

        assertTrue(0 != Core.countNonZero(gray0));
    }

    public void testRectangleMatPointPointScalarIntInt() {
        Point bottomRight = new Point(gray0.cols() / 2, gray0.rows() / 2);
        Point topLeft = new Point(0, 0);
        Scalar color = new Scalar(128);

        Imgproc.rectangle(gray0, bottomRight, topLeft, color, 2, Imgproc.LINE_AA, 0);
        Imgproc.rectangle(gray0, bottomRight, topLeft, colorBlack, 2, Imgproc.LINE_4, 0);

        assertTrue(0 != Core.countNonZero(gray0));
    }

    public void testRectangleMatPointPointScalarIntIntInt() {
        Point bottomRight1 = new Point(gray0.cols(), gray0.rows());
        Point bottomRight2 = new Point(gray0.cols() / 2, gray0.rows() / 2);
        Point topLeft = new Point(0, 0);
        Scalar color = new Scalar(128);

        Imgproc.rectangle(gray0, bottomRight1, topLeft, color, 2, Imgproc.LINE_8, 1);

        assertTrue(0 != Core.countNonZero(gray0));

        Imgproc.rectangle(gray0, bottomRight2, topLeft, colorBlack, 2, Imgproc.LINE_8, 0);

        assertEquals(0, Core.countNonZero(gray0));
    }

    public void testReduceMatMatIntInt() {
        Mat src = new Mat(2, 2, CvType.CV_32F) {
            {
                put(0, 0, 1, 0);
                put(1, 0, 3, 0);
            }
        };

        Core.reduce(src, dst, 0, Core.REDUCE_AVG);

        Mat out = new Mat(1, 2, CvType.CV_32F) {
            {
                put(0, 0, 2, 0);
            }
        };
        assertMatEqual(out, dst, EPS);
    }

    public void testReduceMatMatIntIntInt() {
        Mat src = new Mat(2, 2, CvType.CV_32F) {
            {
                put(0, 0, 1, 0);
                put(1, 0, 2, 3);
            }
        };

        Core.reduce(src, dst, 1, Core.REDUCE_SUM, CvType.CV_64F);

        Mat out = new Mat(2, 1, CvType.CV_64F) {
            {
                put(0, 0, 1, 5);
            }
        };
        assertMatEqual(out, dst, EPS);
    }

    public void testRepeat() {
        Mat src = new Mat(1, 2, CvType.CV_32F, new Scalar(0));

        Core.repeat(src, matSize, matSize / 2, dst);

        assertMatEqual(gray0_32f, dst, EPS);
    }

    public void testScaleAdd() {
        Core.scaleAdd(gray3, 2.0, gray3, dst);

        assertMatEqual(gray9, dst);
    }

    public void testSetIdentityMat() {
        Core.setIdentity(gray0_32f);

        assertMatEqual(grayE_32f, gray0_32f, EPS);
    }

    public void testSetIdentityMatScalar() {
        Mat m = gray0_32f;

        Core.setIdentity(m, new Scalar(5));

        truth = new Mat(m.size(), m.type(), new Scalar(0));
        truth.diag().setTo(new Scalar(5));
        assertMatEqual(truth, m, EPS);
    }

    public void testSolveCubic() {
        Mat coeffs = new Mat(1, 4, CvType.CV_32F) {
            {
                put(0, 0, 1, 6, 11, 6);
            }
        };

        assertEquals(3, Core.solveCubic(coeffs, dst));

        Mat roots = new Mat(3, 1, CvType.CV_32F) {
            {
                put(0, 0, -3, -1, -2);
            }
        };
        assertMatEqual(roots, dst, EPS);
    }

    public void testSolveMatMatMat() {
        Mat a = new Mat(3, 3, CvType.CV_32F) {
            {
                put(0, 0, 1, 1, 1);
                put(1, 0, 1, -2, 2);
                put(2, 0, 1, 2, 1);
            }
        };
        Mat b = new Mat(3, 1, CvType.CV_32F) {
            {
                put(0, 0, 0, 4, 2);
            }
        };

        assertTrue(Core.solve(a, b, dst));

        Mat res = new Mat(3, 1, CvType.CV_32F) {
            {
                put(0, 0, -12, 2, 10);
            }
        };
        assertMatEqual(res, dst, EPS);
    }

    public void testSolveMatMatMatInt() {
        Mat a = new Mat(3, 3, CvType.CV_32F) {
            {
                put(0, 0, 1, 1, 1);
                put(1, 0, 1, -2, 2);
                put(2, 0, 1, 2, 1);
            }
        };
        Mat b = new Mat(3, 1, CvType.CV_32F) {
            {
                put(0, 0, 0, 4, 2);
            }
        };

        assertTrue(Core.solve(a, b, dst, Core.DECOMP_QR | Core.DECOMP_NORMAL));

        Mat res = new Mat(3, 1, CvType.CV_32F) {
            {
                put(0, 0, -12, 2, 10);
            }
        };
        assertMatEqual(res, dst, EPS);
    }

    public void testSolvePolyMatMat() {
        Mat coeffs = new Mat(4, 1, CvType.CV_32F) {
            {
                put(0, 0, -6, 11, -6, 1);
            }
        };
        Mat roots = new Mat();

        assertEquals(0.0, Core.solvePoly(coeffs, roots));

        truth = new Mat(3, 1, CvType.CV_32FC2) {
            {
                put(0, 0, 1, 0, 2, 0, 3, 0);
            }
        };
        assertMatEqual(truth, roots, EPS);
    }

    public void testSolvePolyMatMatInt() {
        Mat coeffs = new Mat(4, 1, CvType.CV_32F) {
            {
                put(0, 0, -6, 11, -6, 1);
            }
        };
        Mat roots = new Mat();

        assertEquals(10.198039027185569, Core.solvePoly(coeffs, roots, 1));

        truth = new Mat(3, 1, CvType.CV_32FC2) {
            {
                put(0, 0, 1, 0, -1, 2, -2, 12);
            }
        };
        assertMatEqual(truth, roots, EPS);
    }

    public void testSort() {
        Mat submat = gray0.submat(0, gray0.rows() / 2, 0, gray0.cols() / 2);
        submat.setTo(new Scalar(1.0));

        Core.sort(gray0, dst, Core.SORT_EVERY_ROW);

        submat = dst.submat(0, dst.rows() / 2, dst.cols() / 2, dst.cols());
        assertTrue(submat.total() == Core.countNonZero(submat));

        Core.sort(gray0, dst, Core.SORT_EVERY_COLUMN);

        submat = dst.submat(dst.rows() / 2, dst.rows(), 0, dst.cols() / 2);

        assertTrue(submat.total() == Core.countNonZero(submat));
    }

    public void testSortIdx() {
        Mat a = Mat.eye(3, 3, CvType.CV_8UC1);
        Mat b = new Mat();

        Core.sortIdx(a, b, Core.SORT_EVERY_ROW | Core.SORT_ASCENDING);

        truth = new Mat(3, 3, CvType.CV_32SC1) {
            {
                put(0, 0, 1, 2, 0);
                put(1, 0, 0, 2, 1);
                put(2, 0, 0, 1, 2);
            }
        };
        assertMatEqual(truth, b);
    }

    public void testSplit() {
        Mat m = getMat(CvType.CV_8UC3, 1, 2, 3);
        ArrayList<Mat> cois = new ArrayList<Mat>();

        Core.split(m, cois);

        assertMatEqual(gray1, cois.get(0));
        assertMatEqual(gray2, cois.get(1));
        assertMatEqual(gray3, cois.get(2));
    }

    public void testSqrt() {
        Core.sqrt(gray9_32f, dst);

        assertMatEqual(gray3_32f, dst, EPS);

        Mat rgba144 = new Mat(matSize, matSize, CvType.CV_32FC4, Scalar.all(144));
        Mat rgba12 = new Mat(matSize, matSize, CvType.CV_32FC4, Scalar.all(12));

        Core.sqrt(rgba144, dst);

        assertMatEqual(rgba12, dst, EPS);
    }

    public void testSubtractMatMatMat() {
        Core.subtract(gray128, gray1, dst);

        assertMatEqual(gray127, dst);
    }

    public void testSubtractMatMatMatMat() {
        Mat mask = makeMask(gray1.clone());
        dst = gray128.clone();

        Core.subtract(gray128, gray1, dst, mask);

        assertMatEqual(makeMask(gray127, 128), dst);
    }

    public void testSubtractMatMatMatMatInt() {
        Core.subtract(gray3, gray2, dst, gray1, CvType.CV_32F);

        assertMatEqual(gray1_32f, dst, EPS);
    }

    public void testSumElems() {
        Mat src = new Mat(4, 4, CvType.CV_8U, new Scalar(10));

        Scalar res1 = Core.sumElems(src);

        assertScalarEqual(new Scalar(160), res1, EPS);
    }

    public void testSVBackSubst() {
        Mat w = new Mat(2, 2, CvType.CV_32FC1, new Scalar(2));
        Mat u = new Mat(2, 2, CvType.CV_32FC1, new Scalar(4));
        Mat vt = new Mat(2, 2, CvType.CV_32FC1, new Scalar(2));
        Mat rhs = new Mat(2, 2, CvType.CV_32FC1, new Scalar(1));

        Core.SVBackSubst(w, u, vt, rhs, dst);

        Mat truth = new Mat(2, 2, CvType.CV_32FC1, new Scalar(16));
        assertMatEqual(truth, dst, EPS);
    }

    public void testSVDecompMatMatMatMat() {
        Mat src = new Mat(1, 4, CvType.CV_32FC1) {
            {
                put(0, 0, 1, 4, 8, 6);
            }
        };
        Mat w = new Mat();
        Mat u = new Mat();
        Mat vt = new Mat();

        Core.SVDecomp(src, w, u, vt);

        Mat truthW = new Mat(1, 1, CvType.CV_32FC1, new Scalar(10.816654));
        Mat truthU = new Mat(1, 1, CvType.CV_32FC1, new Scalar(1));
        Mat truthVT = new Mat(1, 4, CvType.CV_32FC1) {
            {
                put(0, 0, 0.09245003, 0.36980012, 0.73960024, 0.5547002);
            }
        };
        assertMatEqual(truthW, w, EPS);
        assertMatEqual(truthU, u, EPS);
        assertMatEqual(truthVT, vt, EPS);
    }

    public void testSVDecompMatMatMatMatInt() {
        Mat src = new Mat(1, 4, CvType.CV_32FC1) {
            {
                put(0, 0, 1, 4, 8, 6);
            }
        };
        Mat w = new Mat();
        Mat u = new Mat();
        Mat vt = new Mat();

        Core.SVDecomp(src, w, u, vt, Core.SVD_NO_UV);

        Mat truthW = new Mat(1, 1, CvType.CV_32FC1, new Scalar(10.816654));
        assertMatEqual(truthW, w, EPS);
        assertTrue(u.empty());
        assertTrue(vt.empty());
    }

    public void testTrace() {
        Scalar s = Core.trace(gray1);

        assertEquals(new Scalar(matSize), s);
    }

    public void testTransform() {
        Mat src = new Mat(2, 2, CvType.CV_32F, new Scalar(55));
        Mat m = Mat.eye(2, 2, CvType.CV_32FC1);

        Core.transform(src, dst, m);

        truth = new Mat(2, 2, CvType.CV_32FC2, new Scalar(55, 1));
        assertMatEqual(truth, dst, EPS);
    }

    public void testTranspose() {
        gray0.submat(0, gray0.rows() / 2, 0, gray0.cols()).setTo(new Scalar(1));
        Mat destination = getMat(CvType.CV_8U, 0);

        Core.transpose(gray0, destination);

        Mat subdst = destination.submat(0, destination.rows(), 0, destination.cols() / 2);
        assertTrue(subdst.total() == Core.countNonZero(subdst));
    }

    public void testVconcat() {
        List<Mat> mats = Arrays.asList(Mat.eye(3, 3, CvType.CV_8U), Mat.zeros(2, 3, CvType.CV_8U));

        Core.vconcat(mats, dst);

        assertMatEqual(Mat.eye(5, 3, CvType.CV_8U), dst);

    }

    public void testCopyMakeBorderMatMatIntIntIntIntInt() {
        Mat src = new Mat(2, 2, CvType.CV_32F, new Scalar(1));
        int border = 2;

        Core.copyMakeBorder(src, dst, border, border, border, border, Core.BORDER_REPLICATE);

        truth = new Mat(6, 6, CvType.CV_32F, new Scalar(1));
        assertMatEqual(truth, dst, EPS);
    }

    public void testCopyMakeBorderMatMatIntIntIntIntIntScalar() {
        Mat src = new Mat(2, 2, CvType.CV_32F, new Scalar(1));

        Scalar value = new Scalar(0);
        int border = 2;

        Core.copyMakeBorder(src, dst, border, border, border, border, Core.BORDER_REPLICATE, value);
        // TODO_: write better test (use Core.BORDER_CONSTANT)

        truth = new Mat(6, 6, CvType.CV_32F, new Scalar(1));
        assertMatEqual(truth, dst, EPS);
    }

    public void testBorderInterpolate() {
        float val1 = Core.borderInterpolate(100, 150, Core.BORDER_REFLECT_101);
        assertEquals(100f, val1);

        float val2 = Core.borderInterpolate(-5, 10, Core.BORDER_WRAP);
        assertEquals(5f, val2);
    }

}
/* [<][>][^][v][top][bottom][index][help] */
root/modules/core/misc/java/test/CoreTest.java

DEFINITIONS
