public ClassificationService(
IImageBinarizer imageBinarizer,
IImageProcessor imageProcessor,
ILabelingService labelingService,
IDistanceCalculator<ClassificationUnit> distanceCalculator,
int classNumber)
{
this._imageBinarizer = imageBinarizer;
this._imageProcessor = imageProcessor;
this._labelingService = labelingService;
this._polygons = new List<Polygon>();
this._classificationUnits = new List<ClassificationUnit>();
this._distanceCalculator = distanceCalculator;
this._classNumber = classNumber;
this._random = new RNGCryptoServiceProvider();
this._kernels = new List<Kernel>(this._classNumber);
}
public ImageClassifier(IImageBinarizer imageBinazer, int size)
{
_hopfieldNetwork = new HopfieldNetwork(size);
TrainPatterns = new List <TrainPattern>();
_imageBinarizer = imageBinazer;
}
public void ApplyBinarization(IImageBinarizer imageBinarizer)
{
imageBinarizer.Process(this._imageWrapper);
}
public ImageClassifier(IImageBinarizer imageBinazer, int size)
{
_hopfieldNetwork = new HopfieldNetwork(size);
_trainPatterns = new List<TrainPattern>();
_imageBinarizer = imageBinazer;
}
