Ejemplo n.º 1
0
        static void Main(string[] args)
        {
            string[] pathes = Directory.GetFiles("C:\\Users\\Tanya\\Documents\\tests_data\\db");
            StreamWriter writer = new StreamWriter("C:\\Users\\Tanya\\Documents\\Results\\AlgorithmVSCOMEResult.txt", true);

            for (int i = 0; i < 3 /*pathes.GetLength(0)*/; i++)
            {
                Tuple<int, int> redPoint = ImageHelper.FindColorPoint(pathes[i]);
                double[,] imgBytes = ImageEnhancementHelper.EnhanceImage(ImageHelper.LoadImage(pathes[i]));
                
                double[,] orientationField = OrientationFieldGenerator.GenerateOrientationField(imgBytes.Select2D(x => (int)x));
                Complex[,] complexOrientationField = orientationField.Select2D(x => (new Complex(Math.Cos(2 * x), Math.Sin(2 * x))));
                
                Complex[,] filter = Filter.GetFilter(orientationField);
                Complex[,] complexFilteredField = ConvolutionHelper.ComplexConvolve(complexOrientationField, filter);
                double[,] filteredField = complexFilteredField.Select2D(x => x.Magnitude);

                VSCOME vscome = new VSCOME(orientationField, filteredField);   
                
                double[,] vscomeValue = vscome.CalculateVscomeValue();
                Tuple<int, int> corePoint = KernelHelper.Max2dPosition(vscomeValue);

                writer.WriteLine(GetDistance(redPoint, corePoint));

                // ImageHelper.SaveArray(orientationField, "C:\\Users\\Tanya\\Documents\\Results\\orientationField.jpg");
                // ImageHelper.SaveArray(filteredField, "C:\\Users\\Tanya\\Documents\\Results\\filteredField.jpg");
                //ImageHelper.SaveArray(vscomeValue, "C:\\Users\\Tanya\\Documents\\Results\\vscomeValue_1.jpg");
            }

            writer.Close();
        }
Ejemplo n.º 2
0
        static void Main(string[] args)
        {
            string[]     pathes = Directory.GetFiles("C:\\Users\\Tanya\\Documents\\tests_data\\db");
            StreamWriter writer = new StreamWriter("C:\\Users\\Tanya\\Documents\\Results\\AlgorithmVSCOMEResult.txt", true);

            for (int i = 0; i < 3 /*pathes.GetLength(0)*/; i++)
            {
                Tuple <int, int> redPoint = ImageHelper.FindColorPoint(pathes[i]);
                double[,] imgBytes = ImageEnhancementHelper.EnhanceImage(ImageHelper.LoadImage(pathes[i]));

                double[,] orientationField         = OrientationFieldGenerator.GenerateOrientationField(imgBytes.Select2D(x => (int)x));
                Complex[,] complexOrientationField = orientationField.Select2D(x => (new Complex(Math.Cos(2 * x), Math.Sin(2 * x))));

                Complex[,] filter = Filter.GetFilter(orientationField);
                Complex[,] complexFilteredField = ConvolutionHelper.ComplexConvolve(complexOrientationField, filter);
                double[,] filteredField         = complexFilteredField.Select2D(x => x.Magnitude);

                VSCOME vscome = new VSCOME(orientationField, filteredField);

                double[,] vscomeValue = vscome.CalculateVscomeValue();
                Tuple <int, int> corePoint = KernelHelper.Max2dPosition(vscomeValue);

                writer.WriteLine(GetDistance(redPoint, corePoint));

                // ImageHelper.SaveArray(orientationField, "C:\\Users\\Tanya\\Documents\\Results\\orientationField.jpg");
                // ImageHelper.SaveArray(filteredField, "C:\\Users\\Tanya\\Documents\\Results\\filteredField.jpg");
                //ImageHelper.SaveArray(vscomeValue, "C:\\Users\\Tanya\\Documents\\Results\\vscomeValue_1.jpg");
            }

            writer.Close();
        }