Here is the list of ITK classes related to classification
- itkScalarImageKmeansImageFilter
- itkImageClassifierBase
- itkRGBGibbsPriorFilter
- itkBayesianClassifierImageFilter
- itkClassifierBase
- itkMRFImageFilter
- itkBayesianClassifierInitializationImageFilter
- itkSampleClassifierWithMask
- itkSampleClassifier
- itkImageModelEstimatorBase.h
- itkImageGaussianModelEstimator.h
- itkMahalanobisDistanceThresholdImageFunction.h
- itkDistanceToCentroidMembershipFunction.h
- itkDistanceMetric.h
- itkListSample.h
- itkExpectationMaximizationMixtureModelEstimator.h
- itkMembershipFunctionBase.h
- itkMembershipSample.h
- itkGaussianMixtureModelComponent.h
- itkDensityFunction.h
- itkMembershipSampleGenerator.h
- itkMahalanobisDistanceMembershipFunction.h
- itkMixtureModelComponentBase.h
- itkSelectiveSubsampleGenerator.h
- itkMaximumDecisionRule.h
- itkMaximumRatioDecisionRule.h
- itkDecisionRuleBase.h
- itkMinimumDecisionRule.h
Four major function categories
- Distance function ( similarity measure ) : Distance
- Decision rule : Decision
- Classification : Classification
- Class model estimation ( Membership function estimation ) : Estimation
itkScalarImageKmeansImageFilter
itkImageClassifierBase
itkScalarImageKmeansImageFilter
itkImageClassifierBase
itkRGBGibbsPriorFilter
itkBayesianClassifierImageFilter
itkClassifierBase
itkMRFImageFilter
itkBayesianClassifierInitializationImageFilter
itkSampleClassifierWithMask
itkSampleClassifier
itkImageModelEstimatorBase
itkImageGaussianModelEstimator
itkMahalanobisDistanceThresholdImageFunction
itkDistanceToCentroidMembershipFunction
itkDistanceMetric
itkExpectationMaximizationMixtureModelEstimator
itkMembershipFunctionBase
itkMembershipSample
itkGaussianMixtureModelComponent
itkDensityFunction
itkMembershipSampleGenerator
itkMahalanobisDistanceMembershipFunction
itkMixtureModelComponentBase
itkSelectiveSubsampleGenerator
itkMaximumDecisionRule
itkMaximumRatioDecisionRule
itkDecisionRuleBase
itkMinimumDecisionRule
itkRGBGibbsPriorFilter
itkBayesianClassifierImageFilter
itkClassifierBase
itkMRFImageFilter
itkBayesianClassifierInitializationImageFilter
itkSampleClassifierWithMask
itkSampleClassifier
itkImageModelEstimatorBase.h
itkImageGaussianModelEstimator.h
itkMahalanobisDistanceThresholdImageFunction.h
itkDistanceToCentroidMembershipFunction.h
itkDistanceMetric.h
itkListSample.h
itkExpectationMaximizationMixtureModelEstimator.h
itkMembershipFunctionBase.h
itkMembershipSample.h
itkGaussianMixtureModelComponent.h
itkDensityFunction.h
itkMembershipSampleGenerator.h
itkMahalanobisDistanceMembershipFunction.h
itkMixtureModelComponentBase.h
itkSelectiveSubsampleGenerator.h
itkMaximumDecisionRule.h
itkMaximumRatioDecisionRule.h
itkDecisionRuleBase.h
itkMinimumDecisionRule.h
Class |
Function |
Base class
|
itkDecisionRuleBase |
Decision |
itkDecision
|