private void btnLoadImage_Click(object sender, EventArgs e) { if (openFileDialog1.ShowDialog() == DialogResult.OK) { img = new RGBImage(openFileDialog1.FileName, ColorPlane.eGreen); AdvColor[,] new_pixels = img.MedianFilter(img.MirrorByKernel(3, 3, img.HistogramStretch(.1, .9, ColorPlane.eGreen)), 3); //RGBImage blurred = new RGBImage(img.GaussianBlur2D(15, 15, 1.5)); RGBImage blurred = new RGBImage(img.GaussianBlur1D(1, 15, 1.5, img.GaussianBlur1D(15, 1, 1.5, new_pixels))); blurred.CalcSobel("sobel_mag.png", "sobel_dir.png"); RGBImage mag_image = new RGBImage("sobel_mag.png", ColorPlane.eGreen); RGBImage dir_image = new RGBImage("sobel_dir.png", ColorPlane.eGreen); double threshold = mag_image.CalcOtsuThreshold(); AdvColor[,] mag_image_prime = mag_image.Binarization(threshold, ColorPlane.eGreen); AdvColor[,] dir_image_prime = dir_image.Binzarization(255, ColorPlane.eGreen, mag_image_prime); mag_image.SaveToImage(mag_image_prime, "mag_image_prime.png"); dir_image.SaveToImage(dir_image_prime, "dir_image_prime.png"); RGBImage new_mag_image = new RGBImage(mag_image_prime); RGBImage new_dir_image = new RGBImage(dir_image_prime); mean = new_mag_image.Mean(ColorPlane.eGreen); textBox1.Text = "Mean: " + mean.ToString() + Environment.NewLine + "Mean - Dir: " + new_dir_image.Mean(ColorPlane.eGreen).ToString(); } }
private void btnOutputImage_Click(object sender, EventArgs e) { AdvColor[,] new_pixels = img.GaussianBlur1D(1, 15, 1.6, null); AdvColor[,] newer_pixels = img.GaussianBlur1D(15, 1, 1.6, new_pixels); img.SaveToImage(newer_pixels, "1DGaussianBlur.png"); RGBImage img_1D = new RGBImage("1DGaussianBlur.png", ColorPlane.eGreen); double mean = img_1D.Mean(ColorPlane.eGreen); textBox1.Text += "1D Gaussian Image Mean: " + mean + System.Environment.NewLine; }
private void button1_Click(object sender, EventArgs e) { AdvColor[,] new_pixels = img.GaussianBlur2D(15, 15, 1.6); img.SaveToImage(new_pixels, "2DGaussianBlur.png"); RGBImage img_2D = new RGBImage("2DGaussianBlur.png", ColorPlane.eGreen); double mean = img_2D.Mean(ColorPlane.eGreen); textBox1.Text += "2D Gaussian Image Mean: " + mean + System.Environment.NewLine; }
private void button2_Click(object sender, EventArgs e) { img.CalcSobel("mag_image.png", "dir_image.png"); RGBImage mag = new RGBImage("mag_image.png", ColorPlane.eGreen); RGBImage dir = new RGBImage("mag_image.png", ColorPlane.eGreen); double mean_mag = mag.Mean(ColorPlane.eGreen); double mean_dir = dir.Mean(ColorPlane.eGreen); textBox1.Text += "Mag Image Mean: " + mean_mag + System.Environment.NewLine; textBox1.Text += "Dir Image Mean: " + mean_dir + System.Environment.NewLine; }
private void btnLoadImage_Click(object sender, EventArgs e) { if (openFileDialog1.ShowDialog() == DialogResult.OK) { img = new RGBImage(openFileDialog1.FileName, ColorPlane.eGreen); mean = img.Mean(ColorPlane.eGreen); max = img.Max(ColorPlane.eGreen); min = img.Min(ColorPlane.eGreen); std_dev = img.StdDev(ColorPlane.eGreen); textBox1.Text = "Mean: " + mean.ToString() + Environment.NewLine + "Std. Dev.: " + std_dev.ToString() + Environment.NewLine + "Min: " + min.ToString() + Environment.NewLine + "Max: " + max.ToString(); } }