public IList<Polygon> ApplyLabeling(ILabelingService labelingService)
{
IList<Polygon> polygons = labelingService.Process(this._imageWrapper);
this.InitializeBackgroundColor();
this.FilterPolygons(polygons);
this.Save("binarized.jpg");
return polygons.Where(p => p.Pixels.Count > AreaTreshold).ToList();
}
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);
}