Image Enhancement Filters
[Image Filters]

Collaboration diagram for Image Enhancement Filters:

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Detailed Description

Image enhancement filters process an image to enhance the appearance of an image either for visualization purposes or for further processing. Examples of image enhancement filters available in ITK are: anisotropic diffusion, Gaussian filter, and histogram equalization.

Classes
class	itk::AdaptiveHistogramEqualizationImageFilter< TImageType >
class	itk::AnisotropicDiffusionFunction< TImage >
class	itk::AnisotropicDiffusionImageFilter< TInputImage, TOutputImage >
class	itk::BilateralImageFilter< TInputImage, TOutputImage >
	Blurs an image while preserving edges. More...
class	itk::BinaryMinMaxCurvatureFlowImageFilter< TInputImage, TOutputImage >
	Denoise a binary image using min/max curvature flow. More...
class	itk::BinaryMorphologicalClosingImageFilter< TInputImage, TOutputImage, TKernel >
	binary morphological closing of an image. More...
class	itk::BinaryMorphologicalOpeningImageFilter< TInputImage, TOutputImage, TKernel >
	binary morphological closing of an image. More...
class	itk::BinaryPruningImageFilter< TInputImage, TOutputImage >
	This filter removes "spurs" of less than a certain length in the input image. More...
class	itk::BinaryThinningImageFilter< TInputImage, TOutputImage >
	This filter computes one-pixel-wide edges of the input image. More...
class	itk::BinomialBlurImageFilter< TInputImage, TOutputImage >
	Performs a separable blur on each dimension of an image. More...
class	itk::BlackTopHatImageFilter< TInputImage, TOutputImage, TKernel >
	Black top hat extract local minima that are larger than the structuring element. More...
class	itk::BloxBoundaryPointImageToBloxBoundaryProfileImageFilter< TSourceImage >
	Converts a BloxImage of BloxBoundaryPoints to a BloxImage of BloxBoundaryProfiles. More...
class	itk::BloxBoundaryPointToCoreAtomImageFilter< dim >
	Converts a gradient image to an BloxImage of BloxBoundaryPoints. More...
class	itk::ClosingByReconstructionImageFilter< TInputImage, TOutputImage, TKernel >
	Closing by reconstruction of an image. More...
class	itk::CurvatureAnisotropicDiffusionImageFilter< TInputImage, TOutputImage >
class	itk::CurvatureFlowImageFilter< TInputImage, TOutputImage >
	Denoise an image using curvature driven flow. More...
class	itk::CurvatureNDAnisotropicDiffusionFunction< TImage >
class	itk::DifferenceOfGaussiansGradientImageFilter< TInputImage, TDataType >
	Performs difference-of-gaussians gradient detection. More...
class	itk::DilateObjectMorphologyImageFilter< TInputImage, TOutputImage, TKernel >
	dilation of an object in an image 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::DoubleThresholdImageFilter< TInputImage, TOutputImage >
	Binarize an input image using double thresholding. More...
class	itk::ErodeObjectMorphologyImageFilter< TInputImage, TOutputImage, TKernel >
	Erosion of an object in an image. More...
class	itk::GradientAnisotropicDiffusionImageFilter< TInputImage, TOutputImage >
class	itk::GradientImageToBloxBoundaryPointImageFilter< TInputImage >
	Converts a gradient image to an BloxImage of BloxBoundaryPoints. More...
class	itk::GradientNDAnisotropicDiffusionFunction< TImage >
class	itk::GrayscaleConnectedClosingImageFilter< TInputImage, TOutputImage >
	Enhance pixels associated with a dark object (identified by a seed pixel) where the dark object is surrounded by a brigher object. More...
class	itk::GrayscaleConnectedOpeningImageFilter< TInputImage, TOutputImage >
	Enhance pixels associated with a bright object (identified by a seed pixel) where the bright object is surrounded by a darker object. More...
class	itk::GrayscaleDilateImageFilter< TInputImage, TOutputImage, TKernel >
	gray scale dilation of an image More...
class	itk::GrayscaleErodeImageFilter< TInputImage, TOutputImage, TKernel >
	gray scale erosion of an image More...
class	itk::GrayscaleFillholeImageFilter< TInputImage, TOutputImage >
	Remove local minima not connected to the boundary of the image. More...
class	itk::GrayscaleFunctionDilateImageFilter< TInputImage, TOutputImage, TKernel >
	gray scale function dilation of an image More...
class	itk::GrayscaleFunctionErodeImageFilter< TInputImage, TOutputImage, TKernel >
	gray scale function erosion of an image More...
class	itk::GrayscaleGeodesicDilateImageFilter< TInputImage, TOutputImage >
	geodesic gray scale dilation of an image More...
class	itk::GrayscaleGeodesicErodeImageFilter< TInputImage, TOutputImage >
	geodesic gray scale erosion of an image More...
class	itk::GrayscaleGrindPeakImageFilter< TInputImage, TOutputImage >
	Remove local maxima not connected to the boundary of the image. More...
class	itk::GrayscaleMorphologicalClosingImageFilter< TInputImage, TOutputImage, TKernel >
	gray scale morphological closing of an image. More...
class	itk::GrayscaleMorphologicalOpeningImageFilter< TInputImage, TOutputImage, TKernel >
	gray scale morphological opening of an image. More...
class	itk::HConcaveImageFilter< TInputImage, TOutputImage >
	Identify local minima whose depth below the baseline is greater than h. More...
class	itk::HConvexImageFilter< TInputImage, TOutputImage >
	Identify local maxima whose height above the baseline is greater than h. More...
class	itk::HMaximaImageFilter< TInputImage, TOutputImage >
	Suppress local maxima whose height above the baseline is less than h. More...
class	itk::HMinimaImageFilter< TInputImage, TOutputImage >
	Suppress local minima whose depth below the baseline is less than h. More...
class	itk::MinMaxCurvatureFlowImageFilter< TInputImage, TOutputImage >
	Denoise an image using min/max curvature flow. More...
class	itk::MorphologicalGradientImageFilter< TInputImage, TOutputImage, TKernel >
	Morphological gradients enhance the variation of pixel intensity in a given neighborhood. More...
class	itk::MorphologicalWatershedFromMarkersImageFilter< TInputImage, TLabelImage >
	Morphological watershed transform from markers. More...
class	itk::MorphologicalWatershedImageFilter< TInputImage, TOutputImage >
	TODO. More...
class	itk::MorphologyImageFilter< TInputImage, TOutputImage, TKernel >
	Base class for the morphological operations such as erosion and dialation. More...
class	itk::ObjectMorphologyImageFilter< TInputImage, TOutputImage, TKernel >
	Base class for the morphological operations being applied to isolated objects in an image. More...
class	itk::OpeningByReconstructionImageFilter< TInputImage, TOutputImage, TKernel >
	Opening by reconstruction of an image. More...
class	itk::ReconstructionByDilationImageFilter< TInputImage, TOutputImage >
	grayscale reconstruction by dilation of an image More...
class	itk::ReconstructionByErosionImageFilter< TInputImage, TOutputImage >
	grayscale reconstruction by erosion of an image More...
class	itk::RecursiveGaussianImageFilter< TInputImage, TOutputImage >
	Base class for computing IIR convolution with an approximation of a Gaussian kernel. More...
class	itk::RegionalMinimaImageFilter< TInputImage, TOutputImage >
	Produce a binary image where foreground is the regional minima of the input image. More...
class	itk::ScalarAnisotropicDiffusionFunction< TImage >
class	itk::VectorAnisotropicDiffusionFunction< TImage >
class	itk::VectorCurvatureAnisotropicDiffusionImageFilter< TInputImage, TOutputImage >
class	itk::VectorGradientAnisotropicDiffusionImageFilter< TInputImage, TOutputImage >
class	itk::WhiteTopHatImageFilter< TInputImage, TOutputImage, TKernel >
	White top hat extract local maxima that are larger than the structuring element. More...

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