Example #1
0
 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);
 }