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 || Decision || itkDecision
itkImageClassifierBase || Decision || itkDecision
itkScalarImageKmeansImageFilter || Decision || itkDecision
itk ImageClassifierBase || Decision || itkDecision
itkRGBGibbsPriorFilter || Decision || itkDecision
itkBayesianClassifierImageFilter || Decision || itkDecision
itkClassifierBase || Decision || itkDecision
itkMRFImageFilter || Decision || itkDecision
itkBayesianClassifierInitializationImageFilter || Decision || itkDecision
itkSampleClassifierWithMask || Decision || itkDecision
itkSampleClassifier || Decision || itkDecision
itkImageModelEstimatorBase || Decision || itkDecision
itkImageGaussianModelEstimator || Decision || itkDecision
itkMahalanobisDistanceThresholdImageFunction || Decision || itkDecision
itkDistanceToCentroidMembershipFunction || Decision || itkDecision
itkDistanceMetric || Decision || itkDecision
itkExpectationMaximizationMixtureModelEstimator || Decision || itkDecision
itkMembershipFunctionBase || Decision || itkDecision
itkMembershipSample || Decision || itkDecision
itkGaussianMixtureModelComponent || Decision || itkDecision
itkDensityFunction || Decision || itkDecision
itkMembershipSampleGenerator || Decision || itkDecision
itkMahalanobisDistanceMembershipFunction || Decision || itkDecision
itkMixtureModelComponentBase || Decision || itkDecision
itkSelectiveSubsampleGenerator || Decision || itkDecision
itkMaximumDecisionRule || Decision || itkDecision
itkMaximumRatioDecisionRule || Decision || itkDecision
itkDecisionRuleBase || Decision || itkDecision
itkMinimumDecisionRule || Decision || itkDecision
itkRGBGibbsPriorFilter || Decision || itkDecision
itkBayesianClassifierImageFilter || Decision || itkDecision
itkClassifierBase || Decision || itkDecision
itkMRFImageFilter || Decision || itkDecision
itkBayesianClassifierInitializationImageFilter || Decision || itkDecision
itkSampleClassifierWithMask || Decision || itkDecision
itkSampleClassifier || Decision || itkDecision
itkImageModelEstimatorBase.h || Decision || itkDecision
itkImageGaussianModelEstimator.h || Decision || itkDecision
itkMahalanobisDistanceThresholdImageFunction.h || Decision || itkDecision
itkDistanceToCentroidMembershipFunction.h || Decision || itkDecision
itkDistanceMetric.h || Decision || itkDecision
itkListSample.h || Decision || itkDecision
itkExpectationMaximizationMixtureModelEstimator.h || Decision || itkDecision
itkMembershipFunctionBase.h || Decision || itkDecision
itkMembershipSample.h || Decision || itkDecision
itkGaussianMixtureModelComponent.h || Decision || itkDecision
itkDensityFunction.h || Decision || itkDecision
itkMembershipSampleGenerator.h || Decision || itkDecision
itkMahalanobisDistanceMembershipFunction.h || Decision || itkDecision
itkMixtureModelComponentBase.h || Decision || itkDecision
itkSelectiveSubsampleGenerator.h || Decision || itkDecision
itkMaximumDecisionRule.h || Decision || itkDecision
itkMaximumRatioDecisionRule.h || Decision || itkDecision
itkDecisionRuleBase.h || Decision || itkDecision
itkMinimumDecisionRule.h || Decision || itkDecision
Class |
Function |
Base class
|
itkDecisionRuleBase |
Decision |
itkDecision
|