public Processing(System.Windows.Controls.Image mainImage)
{
InitializeComponent();
imageControl = mainImage;
originalImage = SourceBitmapConverter.BitmapFromSource(mainImage.Source);
forReset = SourceBitmapConverter.BitmapFromSource(mainImage.Source);
}
private void GrayScale_Click(object sender, RoutedEventArgs e)
{
if (imageControl == null || imageControl.Source == null)
{
return;
}
imageControl.Source = SourceBitmapConverter.ImageSourceFromBitmap(CvProcessor.ToGray(originalImage));
}
private void BinSlider_ValueChanged(object sender, RoutedPropertyChangedEventArgs <double> e)
{
changeInvoker = ChangeInvoker.Binarization;
if (imageControl == null || imageControl.Source == null || InteractiveMode.IsChecked != true)
{
return;
}
imageControl.Source = SourceBitmapConverter.ImageSourceFromBitmap(CvProcessor.ChangeBin(originalImage, (int)BinSlider1.Value, (int)BinSlider2.Value));
}
public void PopulateData(List <BloodObjects> objects, System.Windows.Controls.Image img, string fileName)
{
allObjects = objects;
MainGrid.ItemsSource = allObjects;
mainImage = img;
this.fileName = fileName;
all = SourceBitmapConverter.BitmapFromSource(mainImage.Source);
RecountSummary();
}
private void Filter_SelectionChanged(object sender, SelectionChangedEventArgs e)
{
if (Filter.SelectedItem == null || (Group)Filter.SelectedItem == Group.All)
{
MainGrid.ItemsSource = null;
MainGrid.ItemsSource = allObjects;
mainImage.Source = SourceBitmapConverter.ImageSourceFromBitmap(all);
}
else
{
MainGrid.ItemsSource = allObjects.Where(a => a.Group == (Group)Filter.SelectedItem);
var result = ContoursEngine.DrawObjectsOnImage(new Bitmap(fileName), allObjects.Where(a => a.Group == (Group)Filter.SelectedItem).ToList());
mainImage.Source = SourceBitmapConverter.ImageSourceFromBitmap(result);
}
}
private void BrightnessSlider_ValueChanged(object sender, RoutedPropertyChangedEventArgs <double> e)
{
changeInvoker = ChangeInvoker.Brightness;
if (imageControl == null || imageControl.Source == null || InteractiveMode.IsChecked != true)
{
return;
}
float[] kernel = new float[9];
kernel[0] = ((float)BrightnessSlider1.Value) / 10;
kernel[1] = ((float)BrightnessSlider2.Value) / 10;
kernel[2] = ((float)BrightnessSlider3.Value) / 10;
kernel[3] = ((float)BrightnessSlider4.Value) / 10;
kernel[4] = ((float)BrightnessSlider5.Value) / 10;
kernel[5] = ((float)BrightnessSlider6.Value) / 10;
kernel[6] = ((float)BrightnessSlider7.Value) / 10;
kernel[7] = ((float)BrightnessSlider8.Value) / 10;
kernel[8] = ((float)BrightnessSlider9.Value) / 10;
imageControl.Source = SourceBitmapConverter.ImageSourceFromBitmap(CvProcessor.ChangeBrighness(originalImage, kernel));
}
private void GetResult_Click(object sender, RoutedEventArgs e)
{
if (MainImage.Source == null)
{
return;
}
var image = SourceBitmapConverter.BitmapFromSource(MainImage.Source);
image = CvProcessor.AdaptiveThreshold(image, 200, 101);
Bitmap result;
List <BloodObjects> objects = new List <BloodObjects>();
ContoursEngine.GetAllObjects(image, out result, out objects, "");
MainImage.Source = SourceBitmapConverter.ImageSourceFromBitmap(result);
table.Show();
table.Activate();
table.PopulateData(objects, MainImage, fileName);
}
private void Apply_Click(object sender, RoutedEventArgs e)
{
if (imageControl == null || imageControl.Source == null)
{
return;
}
switch (changeInvoker)
{
case ChangeInvoker.Smooth:
imageControl.Source = SourceBitmapConverter.ImageSourceFromBitmap(CvProcessor.ChangeSmooth(originalImage, (int)SmoothSlider.Value));
break;
case ChangeInvoker.Brightness:
float[] kernel = new float[9];
kernel[0] = ((float)BrightnessSlider1.Value) / 10;
kernel[1] = ((float)BrightnessSlider2.Value) / 10;
kernel[2] = ((float)BrightnessSlider3.Value) / 10;
kernel[3] = ((float)BrightnessSlider4.Value) / 10;
kernel[4] = ((float)BrightnessSlider5.Value) / 10;
kernel[5] = ((float)BrightnessSlider6.Value) / 10;
kernel[6] = ((float)BrightnessSlider7.Value) / 10;
kernel[7] = ((float)BrightnessSlider8.Value) / 10;
kernel[8] = ((float)BrightnessSlider9.Value) / 10;
imageControl.Source = SourceBitmapConverter.ImageSourceFromBitmap(CvProcessor.ChangeBrighness(originalImage, kernel));
break;
case ChangeInvoker.Canny:
imageControl.Source = SourceBitmapConverter.ImageSourceFromBitmap(CvProcessor.Canny(originalImage, (int)CannySlider1.Value, (int)CannySlider2.Value, (int)CannySlider3.Value));
break;
case ChangeInvoker.Threshold:
imageControl.Source = SourceBitmapConverter.ImageSourceFromBitmap(CvProcessor.AdaptiveThreshold(originalImage, (int)AdaptiveSlider1.Value, (int)AdaptiveSlider2.Value));
break;
case ChangeInvoker.Binarization:
imageControl.Source = SourceBitmapConverter.ImageSourceFromBitmap(CvProcessor.ChangeBin(originalImage, (int)BinSlider1.Value, (int)BinSlider2.Value));
break;
}
originalImage = SourceBitmapConverter.BitmapFromSource(imageControl.Source);
}
private void Reset_Click(object sender, RoutedEventArgs e)
{
BinSlider1.Value = 0;
BinSlider2.Value = 255;
SmoothSlider.Value = 1;
CannySlider1.Value = 0;
CannySlider2.Value = 100;
CannySlider3.Value = 1;
AdaptiveSlider1.Value = 0;
AdaptiveSlider2.Value = 101;
BrightnessSlider1.Value = 2;
BrightnessSlider2.Value = 2;
BrightnessSlider3.Value = 2;
BrightnessSlider4.Value = 2;
BrightnessSlider5.Value = 0;
BrightnessSlider6.Value = 2;
BrightnessSlider7.Value = 2;
BrightnessSlider8.Value = 2;
BrightnessSlider9.Value = 2;
imageControl.Source = SourceBitmapConverter.ImageSourceFromBitmap(forReset);
originalImage = forReset;
}
private void MainImage_MouseDown(object sender, MouseButtonEventArgs e)
{
if (InteractiveMode.IsChecked != true)
{
return;
}
var coords = GetCoordsRelatedToImage(e);
if (coords.X < 0 || coords.Y < 0)
{
return;
}
if (isEtalon)
{
var dialog = new InputBox();
if (dialog.ShowDialog() == true)
{
realArea = double.Parse(dialog.LeafArea);
Bitmap result;
List <ComplexObject> allItems = new List <ComplexObject>();
ContoursEngine.GetAllObjects(SourceBitmapConverter.BitmapFromSource(MainImage.Source), coords, out result, out etalonObject, out allItems);
if (OneByOne.IsChecked != true)
{
MainImage.Source = SourceBitmapConverter.ImageSourceFromBitmap(result);
if (allItems == null)
{
return;
}
table.PopulateData(allItems, etalonObject, realArea);
OneByOne.IsEnabled = false;
OneByOne.IsChecked = false;
}
else
{
double area = 0;
ContoursEngine.GetSingleContour(SourceBitmapConverter.BitmapFromSource(MainImage.Source), coords, global_id, SourceBitmapConverter.BitmapFromSource(MainImage.Source), out result, out area);
MainImage.Source = SourceBitmapConverter.ImageSourceFromBitmap(result);
global_id++;
}
isEtalon = false;
table.Show();
table.Activate();
}
}
else
{
if (OneByOne.IsChecked == true)
{
Bitmap result;
double area = 0;
ContoursEngine.GetSingleContour(SourceBitmapConverter.BitmapFromSource(MainImage.Source), coords, global_id, SourceBitmapConverter.BitmapFromSource(MainImage.Source), out result, out area);
MainImage.Source = SourceBitmapConverter.ImageSourceFromBitmap(result);
if (area != 0)
{
table.AddItem(area, realArea, etalonObject, global_id);
global_id++;
}
OneByOne.IsEnabled = false;
OneByOne.IsChecked = true;
}
}
}
private void BuildRoute_Click(object sender, RoutedEventArgs e)
{
if (MapImage.Source == null || routeImages.Count < 2)
{
return;
}
MainTabControl.Opacity = 0.2;
Progress.Value = 0;
Report.Text = $"{0}/{routeImages.Count} images processed";
FileMenuItem.IsEnabled = false;
BuildRoute.IsEnabled = false;
new TaskFactory().StartNew(() =>
{
double k = 0;
foreach (var image in routeImages)
{
results.Add(RouteEngine.Run(new AirPhoto(new Bitmap(map), map), new AirPhoto(new Bitmap(image.FileName), image.FileName)));
k++;
Dispatcher.BeginInvoke(new Action(() =>
{
Progress.Value = (k / routeImages.Count) * 100;
Report.Text = $"{k}/{routeImages.Count} images processed";
}));
}
Dispatcher.BeginInvoke(new Action(() =>
{
FileMenuItem.IsEnabled = true;
BuildRoute.IsEnabled = true;
MainTabControl.Opacity = 1;
for (int i = 0; i < results.Count; i++)
{
var bitmap = results[i].RAWmatchestoBitmap();
var image = new System.Windows.Controls.Image
{
Source = SourceBitmapConverter.ImageSourceFromBitmap(bitmap)
};
var tab = new TabItem
{
Header = Path.GetFileNameWithoutExtension(results[i].SingleImage.FileName),
Content = image
};
ResultsTabControl.Items.Add(tab);
results[i] = RouteEngine.FilterPoints(results[i]);
results[i].Id = i + 1;
routeImages.ElementAt(i).ImageControl.Source = SourceBitmapConverter.ImageSourceFromBitmap(results[i].SingleImage.AfterClusterizationtoBitmap());
}
if (DrawingSettings.DrawKeyPoints)
{
MapImage.Source = SourceBitmapConverter.ImageSourceFromBitmap(RouteEngine.DrawKPAtMap(SourceBitmapConverter.BitmapFromSource(MapImage.Source), results));
}
if (DrawingSettings.DrawBounds)
{
MapImage.Source = SourceBitmapConverter.ImageSourceFromBitmap(RouteEngine.DrawBounds(SourceBitmapConverter.BitmapFromSource(MapImage.Source), results));
}
if (DrawingSettings.DrawRoute)
{
MapImage.Source = SourceBitmapConverter.ImageSourceFromBitmap(RouteEngine.BuildRoute(SourceBitmapConverter.BitmapFromSource(MapImage.Source), results));
}
}));
});
}
