Image Feature Extraction Filters

Collaboration diagram for Image Feature Extraction Filters:

Modules
	Image Gradient Filters

Classes
class	itk::BilateralImageFilter< TInputImage, TOutputImage >
class	itk::DanielssonDistanceMapImageFilter< TInputImage, TOutputImage, TVoronoiImage >
class	itk::DerivativeImageFilter< TInputImage, TOutputImage >
class	itk::DiscreteGaussianDerivativeImageFilter< TInputImage, TOutputImage >
class	itk::DiscreteGaussianImageFilter< TInputImage, TOutputImage >
class	itk::FastChamferDistanceImageFilter< TInputImage, TOutputImage >
class	itk::HigherOrderAccurateDerivativeImageFilter< TInputImage, TOutputImage >
class	itk::HoughTransform2DCirclesImageFilter< TInputPixelType, TOutputPixelType >
class	itk::HoughTransform2DLinesImageFilter< TInputPixelType, TOutputPixelType >
class	itk::ImagePCAShapeModelEstimator< TInputImage, TOutputImage >
class	itk::ImageShapeModelEstimatorBase< TInputImage, TOutputImage >
class	itk::LaplacianImageFilter< TInputImage, TOutputImage >
class	itk::LaplacianSharpeningImageFilter< TInputImage, TOutputImage >
class	itk::MaskFeaturePointSelectionFilter< TImage, TMask, TFeatures >
class	itk::SignedDanielssonDistanceMapImageFilter< TInputImage, TOutputImage, TVoronoiImage >
class	itk::SignedMaurerDistanceMapImageFilter< TInputImage, TOutputImage >
class	itk::SobelEdgeDetectionImageFilter< TInputImage, TOutputImage >
class	itk::ZeroCrossingBasedEdgeDetectionImageFilter< TInputImage, TOutputImage >
class	itk::ZeroCrossingImageFilter< TInputImage, TOutputImage >

Detailed Description

Image feature extraction filters process an image to extract features of interest such as gradients, edges, distances, etc. Examples of image feature extraction algorithms available in ITK are: image gradients, first and second derivatives, and Danielson distance.