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Image Feature Extraction Filters
[Image Filters]

Collaboration diagram for Image Feature Extraction Filters:


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.


Modules

 Image Gradient Filters

Classes

class  itk::BilateralImageFilter< TInputImage, TOutputImage >
 Blurs an image while preserving edges. More...
class  itk::DanielssonDistanceMapImageFilter< TInputImage, TOutputImage >
class  itk::DerivativeImageFilter< TInputImage, TOutputImage >
 Computes the directional derivative of an image. The directional derivative at each pixel location is computed by convolution with a derivative operator of user-specified order. More...
class  itk::DiscreteGaussianDerivativeImageFilter< TInputImage, TOutputImage >
 Calculates image derivatives using discrete derivative gaussian kernels. This filter calculates Gaussian derivative by separable convolution of an image and a discrete Gaussian derivative operator (kernel). More...
class  itk::DiscreteGaussianImageFilter< TInputImage, TOutputImage >
 Blurs an image by separable convolution with discrete gaussian kernels. This filter performs Gaussian blurring by separable convolution of an image and a discrete Gaussian operator (kernel). More...
class  itk::FastChamferDistanceImageFilter< TInputImage, TOutputImage >
 This class compute the signed (positive and negative) chamfer distance in a narrow band. More...
class  itk::HoughTransform2DCirclesImageFilter< TInputPixelType, TOutputPixelType >
 Performs the Hough Transform to find circles in a 2D image. More...
class  itk::HoughTransform2DLinesImageFilter< TInputPixelType, TOutputPixelType >
 Performs the Hough Transform to find 2D straight lines in a 2D image. More...
class  itk::ImagePCAShapeModelEstimator< TInputImage, TOutputImage >
 Base class for ImagePCAShapeModelEstimator object. More...
class  itk::ImageShapeModelEstimatorBase< TInputImage, TOutputImage >
 Base class for statistical shape model estimation. More...
class  itk::LaplacianImageFilter< TInputImage, TOutputImage >
class  itk::LaplacianSharpeningImageFilter< TInputImage, TOutputImage >
class  itk::SignedDanielssonDistanceMapImageFilter< TInputImage, TOutputImage >
class  SignedMaurerDistanceMapImageFilter
 This filter calculates the squared Euclidean distance transform of a binary image in linear time for arbitrary dimensions. More...
class  itk::SobelEdgeDetectionImageFilter< TInputImage, TOutputImage >
 A 2D or 3D edge detection using the Sobel operator. More...
class  itk::ZeroCrossingBasedEdgeDetectionImageFilter< TInputImage, TOutputImage >
class  itk::ZeroCrossingImageFilter< TInputImage, TOutputImage >


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