public void FromEMConfiguration(EMConfiguration currentConfig)
{
this.LoadingConfig = true;
this.initialCountTextBox.Text = currentConfig.InitialClassCount.ToString();
this.maximumCountTextBox.Text = currentConfig.MaximumClassCount.ToString();
this.expectedClassCountTextBox.Text = currentConfig.ExpectedRootClassCount.ToString();
this.patchSizeTextBox.Text = currentConfig.PatchSize.ToString();
this.thresholdPercentageTextBox.Text = currentConfig.BackgroundPercentage.ToString();
this.thresholdSigmaTextBox.Text = currentConfig.BackgroundExcessSigma.ToString();
this.weightsTextBox.Text = DoubleArrayToString(currentConfig.Weights);
this.LoadingConfig = false;
}
public EMConfiguration ToEMConfiguration()
{
EMConfiguration e = new EMConfiguration()
{
Name = "Custom",
InitialClassCount = Int32.Parse(this.initialCountTextBox.Text),
MaximumClassCount = Int32.Parse(this.maximumCountTextBox.Text),
ExpectedRootClassCount = Int32.Parse(this.expectedClassCountTextBox.Text),
PatchSize = Int32.Parse(this.patchSizeTextBox.Text),
BackgroundPercentage = double.Parse(this.thresholdPercentageTextBox.Text),
BackgroundExcessSigma = double.Parse(this.thresholdSigmaTextBox.Text),
Weights = StringToDoubleArray(this.weightsTextBox.Text)
};
return(e);
}
public void SetData(int[] histogramData, GaussianMixtureModel gmm, EMConfiguration config)
{
this.Configuration = config;
this.histogramData = histogramData;
this.mixtureModel = gmm;
double total = this.histogramData.Sum();
int length = this.histogramData.Length;
int max = this.histogramData.Max();
this.normalisedData = new double[length];
this.stretchedData = new double[length];
for (int h = 0; h < length; h++)
{
this.normalisedData[h] = this.histogramData[h] / total;
this.stretchedData[h] = this.histogramData[h] / (double)max;
}
this.InvalidateVisual();
}
