private void CompateClusterMaps(Bitmap image, int[] expectedClusterMap)
{
ColorClusterCreator clusterCreator = new ColorClusterCreator(image.Width, image.Height);
clusterCreator.SetUseGaussBlur(false);
clusterCreator.SetUseNoiseRemoval(false);
clusterCreator.UpdateClusters(image);
int[] actualClusterMap = clusterCreator.GetClusterMap();
Assert.AreEqual(expectedClusterMap.Length, actualClusterMap.Length);
for (int i = 0; i < expectedClusterMap.Length; i++)
{
Assert.AreEqual(expectedClusterMap[i], actualClusterMap[i], "Maps doesn't match." + Environment.NewLine +
"Expected: " + Environment.NewLine +
ClusterMapAsString(expectedClusterMap, image.Width, image.Height) + Environment.NewLine +
"Actual: " + Environment.NewLine +
ClusterMapAsString(actualClusterMap, image.Width, image.Height));
}
}
private void Window_Loaded(object sender, RoutedEventArgs e)
{
//Bitmap test = new Bitmap("balls1.png");
//ct = new ColorClusterCreator(test.Width, test.Height);
//Stopwatch w = new Stopwatch();
//w.Start();
//ct.SetColorDistance(14);
////for (int i = 0; i < 1; i++)
////{
// ct.UpdateClusters(test);
// ct.BitmapFromClusterMap();
////}
//w.Stop();
//ct.BitmapFromClusterMap().Save("testResult.png");
//MessageBox.Show(w.ElapsedMilliseconds.ToString());
FilterInfoCollection videoSources = new FilterInfoCollection(FilterCategory.VideoInputDevice);
if (videoSources == null)
{
MessageBox.Show("No webcam found.");
return;
}
//assume for now that the first source is the webcam
videoSource = new VideoCaptureDevice(videoSources[0].MonikerString);
//if it isn't a webcam, then it can't provide video
if (videoSource.VideoCapabilities.Length == 0)
{
MessageBox.Show("No webcam found.");
return;
}
//select highest resolution with atleast 10 fps.
//it's a random balance between resolution and fps.
VideoCapabilities videoInput = videoSource.VideoCapabilities.OrderBy(x => x.FrameSize.Height * x.FrameSize.Width)
//.Where(x => x.AverageFrameRate >= 10)
.Where(x => x.BitCount == 24)
.LastOrDefault();
if (videoInput == default(VideoCapabilities))
{
MessageBox.Show("Webcam doesn't support the required image format.");
return;
}
videoSource.VideoResolution = videoInput;
ct = new ColorClusterCreator(videoSource.VideoResolution.FrameSize.Width, videoSource.VideoResolution.FrameSize.Height);
videoSource.NewFrame += new AForge.Video.NewFrameEventHandler(VideoSource_NewFrame);
videoSource.Start();
infoWindow.Show();
infoWindow.AllowedDistanceSlider.ValueChanged += (se, ev) => ct.SetColorDistance((float)ev.NewValue / 100.0f);
infoWindow.ClusterView.SelectionChanged += (se, ev) => ct.SetClusterViewType((ClusterViewTypes)((ComboBox)se).SelectedIndex);
infoWindow.UseNoiseRemoval.Click += (se, ev) => ct.SetUseNoiseRemoval((bool)infoWindow.UseNoiseRemoval.IsChecked);
infoWindow.UseGausBlur.Click += (se, ev) => ct.SetUseGaussBlur((bool)infoWindow.UseGausBlur.IsChecked);
infoWindow.Closed += (se, ev) => this.Close();
}
