public NnClassifier(IScanningWindowGenerator swg, IObjectModel objectModel, float pnnSimilarityThreshold, float relativeSimilarityThreshold)
{
_scanningWindowGenerator = swg;
_objectModel = objectModel;
_pnnSimilarityThreshold = pnnSimilarityThreshold;
_relativeSimilarityThreshold = relativeSimilarityThreshold;
}
public frmScanningWindowGenerator(IScanningWindowGenerator generator, frmMain frmMain)
{
InitializeComponent();
_generator = generator;
_frmMain = frmMain;
FillWithConfiguration();
}
public BaseClassifier(IScanningWindowGenerator swg, int myIndex, IPixelComparisonScheduler pixelComparisonScheduler)
{
_scanningWindowGenerator = swg;
this._myIndex = myIndex;
this._pixelComparisonScheduler = pixelComparisonScheduler;
PostInstantiation();
}
public EnsembleClassifier(IScanningWindowGenerator swg, IPixelComparisonScheduler pixelComparisonScheduler, double sigma)
{
_scanningWindowGenerator = swg;
_pixelComparisonScheduler = pixelComparisonScheduler;
_sigma = sigma;
_baseClassifierNumber = pixelComparisonScheduler.BaseClassifierCount;
_maxComparisonsPerClassifier = pixelComparisonScheduler.MaxComparisonsPerClassifier;
GenerateBaseClassifiers();
}
public EnsembleClassifier(IScanningWindowGenerator swg, int baseClassifierNumber, int maxComparisonsPerClassifier, int patchWidth, int patchHeight, double sigma)
{
_scanningWindowGenerator = swg;
_baseClassifierNumber = baseClassifierNumber;
_maxComparisonsPerClassifier = maxComparisonsPerClassifier;
_sigma = sigma;
// generate pixel comparisons
_pixelComparisonScheduler = new PixelComparisonScheduler
(
baseClassifierNumber,
maxComparisonsPerClassifier,
patchWidth,
patchHeight
);
GenerateBaseClassifiers();
}
public VarianceClassifier(IScanningWindowGenerator swg, double thresholdCoefficient)
{
_scanningWindowGenerator = swg;
_thresholdCoefficient = thresholdCoefficient;
}
public Detector(IScanningWindowGenerator scanningWindowGenerator, IClassifier classifier, BoundingBoxSuppressionMethod suppressionMethod)
{
_scanningWindowGenerator = scanningWindowGenerator;
_cascadedClassifier = classifier;
_suppressBoundingBoxes = suppressionMethod;
}
