ITK  5.0.0
Insight Segmentation and Registration Toolkit
Modules | Classes
Pixel Classification Filters
+ Collaboration diagram for Pixel Classification Filters:

Modules

 Supervised Classification Filters
 
 Unsupervised Classification Filters
 

Classes

class  itk::BayesianClassifierImageFilter< TInputVectorImage, TLabelsType, TPosteriorsPrecisionType, TPriorsPrecisionType >
 
class  itk::BayesianClassifierInitializationImageFilter< TInputImage, TProbabilityPrecisionType >
 
class  itk::ClassifierBase< TDataContainer >
 
class  itk::ImageGaussianModelEstimator< TInputImage, TMembershipFunction, TTrainingImage >
 
class  itk::ImageKmeansModelEstimator< TInputImage, TMembershipFunction >
 
class  itk::ImageModelEstimatorBase< TInputImage, TMembershipFunction >
 
class  itk::ScalarImageKmeansImageFilter< TInputImage, TOutputImage >
 

Detailed Description

Pixel classification filters use statistical classification algorithms to assign a label to a given image pixel. Classification algorithms can be supervised when training data is available or unsupervised when no training data is available.