public void gradientAtPoint4_IntPoint_Test()              //Проверка градиента  внутренней точки
        {
            //arrange
            IParser parser = new Parser();
            Bitmap  img    = parser.readPNG("Data\\sample_10.png");

            MathematicialSearchPoint core = new MathematicialSearchPoint4();

            core.setImage(img);

            double[,] X = new double[3, 3];
            for (int i = 600; i < 603; i++)
            {
                for (int j = 600; j < 603; j++)
                {
                    X[i - 600, j - 600] = img.GetPixel(i, j).B;   //Матрица окружения точки (601,601)
                }
            }
            double grad = 0;
            for (int i = 0; i < 3; i++)
            {
                for (int j = 0; j < 3; j++)
                {
                    grad += X[i, j] * core.XMatrix[j, i];
                }
            }

            //act
            double exepected = grad;
            double actual    = core.gradientAtPoint(601, 601);
            //assert
            Assert.AreEqual(exepected, actual);
        }
        public void gradientAtPoint4_BoundaryPoint_Test()              //Проверка градиента  граничной точки
        {
            //arrange
            IParser parser = new Parser();
            Bitmap  img    = parser.readPNG("Data\\sample_10.png");; //Заполнение монохромного изображения

            MathematicialSearchPoint core = new MathematicialSearchPoint4();

            core.setImage(img);

            double[,] X = new double[3, 3];
            for (int i = 0; i < 3; i++)
            {
                for (int j = 0; j < 3; j++)
                {
                    X[i, j] = 0;
                }
            }
            for (int i = 798; i < 800; i++)
            {
                for (int j = 2; j < 5; j++)
                {
                    X[i - 798, j - 2] = img.GetPixel(i, j).B;             //Матрица окружения точки (799,3)
                }
            }
            double grad = 0;
            for (int i = 0; i < 3; i++)
            {
                for (int j = 0; j < 3; j++)
                {
                    grad += X[i, j] * core.XMatrix[j, i];
                }
            }
            //act
            double exepected = grad;
            double actual    = core.gradientAtPoint(799, 3);
            //assert
            Assert.AreEqual(exepected, actual);
        }
        public void MathematicialSearchPoint_4Test()          //Проверка ядра свертки
        {
            //arrange
            MathematicialSearchPoint core = new MathematicialSearchPoint4();

            //act
            double[,] exepectedG = new double[, ] {
                { 1, -2, 1 }, { -2, 4, -2 }, { 1, -2, 1 }
            };
            double[,] actualG = core.XMatrix;


            //assert
            Debug.WriteLine("Проверка ядер  свертки Gx и Gy");
            for (int i = 0; i < 3; i++)
            {
                for (int j = 0; j < 3; j++)
                {
                    Assert.AreEqual(exepectedG[i, j], actualG[i, j]);
                }
            }
        }