public AForge.Imaging.UnmanagedImage GetInput(out double[] input, int countBlocks = 100)
{
double toDbl(Color c)
{
var s = c.R + c.B + c.G;
if (s > 50)
{
return(1.0);
}
return(-1);
}
input = new double[countBlocks * countBlocks + 1];
AForge.Imaging.UnmanagedImage img;
var filter = new ResizeBicubic(countBlocks, countBlocks);
double angle;
lock (balanceLock)
{
angle = AngleRad;
if (processed.Height == countBlocks && processed.Width == countBlocks)
{
img = processed.Clone();
}
else
{
img = filter.Apply(processed);
}
}
double max_input = 0;
for (int i = 0; i < countBlocks; i++)
{
for (int j = 0; j < countBlocks; j++)
{
var d = toDbl(img.GetPixel(i, j));
input[i * countBlocks + j] = d;
if (d > max_input)
{
max_input = d;
}
}
}
if (max_input != 0)
{
for (int i = 0; i < input.Length - 1; i++)
{
input[i] /= max_input;
}
}
input[countBlocks * countBlocks] = AngleRad / Math.PI / 2.0;
return(img);
}
private void Go_Click(object sender, RoutedEventArgs e)
{
try
{
System.Windows.Media.Imaging.BitmapImage imagesource = imageBox.Source as System.Windows.Media.Imaging.BitmapImage;
if (imageBox.Source == null)
{
System.Windows.MessageBox.Show("Add your image to the Image 1 box!");
return;
}
System.Drawing.Bitmap image = BmpImage2Bmp(imagesource);
System.Windows.Media.Imaging.BitmapImage final = new System.Windows.Media.Imaging.BitmapImage();
if (!AForge.Imaging.Image.IsGrayscale(image))
{
AForge.Imaging.Filters.ExtractChannel Grayer = new AForge.Imaging.Filters.ExtractChannel(0);
image = Grayer.Apply(image);
}
if (Threshold.IsChecked == true)
{
imageBox.Source = null;
AForge.Imaging.Filters.Threshold threshold = new AForge.Imaging.Filters.Threshold((int)slider.Value);
threshold.ApplyInPlace(image);
final = Bmp2BmpImage(image);
}
else if (GaussianFilter.IsChecked == true)
{
AForge.Imaging.Filters.GaussianBlur Gauss = new AForge.Imaging.Filters.GaussianBlur();
Gauss.Sigma = GaussSigma_Slide.Value;
Gauss.Size = (int)GaussSize_Slide.Value;
AForge.Imaging.UnmanagedImage unmanagedImage = AForge.Imaging.UnmanagedImage.FromManagedImage(image);
AForge.Imaging.UnmanagedImage Dst = unmanagedImage.Clone();
Gauss.Apply(unmanagedImage, Dst);
final = Bmp2BmpImage(Dst.ToManagedImage());
}
else if (HiPass.IsChecked == true)
{
AForge.Imaging.Filters.Sharpen filter = new AForge.Imaging.Filters.Sharpen();
filter.ApplyInPlace(image);
final = Bmp2BmpImage(image);
}
else if (Erode.IsChecked == true)
{
AForge.Imaging.Filters.Erosion filter = new AForge.Imaging.Filters.Erosion();
filter.ApplyInPlace(image);
final = Bmp2BmpImage(image);
}
else if (Invert.IsChecked == true)
{
AForge.Imaging.Filters.Invert filter = new AForge.Imaging.Filters.Invert();
filter.ApplyInPlace(image);
final = Bmp2BmpImage(image);
}
else if (EdgeDetector.IsChecked == true)
{
AForge.Imaging.Filters.CannyEdgeDetector filter = new AForge.Imaging.Filters.CannyEdgeDetector();
filter.ApplyInPlace(image);
final = Bmp2BmpImage(image);
}
else if (Median.IsChecked == true)
{
AForge.Imaging.Filters.Median filter = new AForge.Imaging.Filters.Median();
filter.Size = (int)GaussSize_Slide.Value;
filter.ApplyInPlace(image);
final = Bmp2BmpImage(image);
}
else if (More.IsChecked == true)
{
if (Dilate.IsSelected)
{
AForge.Imaging.Filters.Dilatation filter = new AForge.Imaging.Filters.Dilatation();
filter.ApplyInPlace(image);
final = Bmp2BmpImage(image);
}
}
imageBox.Source = final;
TransformImage = image;
boxWidth = imageBox.RenderSize.Width;
boxHeight = imageBox.RenderSize.Height;
}
catch (Exception exc)
{
System.Windows.MessageBox.Show(exc.ToString());
}
}
