Proposals:Refactoring Statistics Framework 2007 List of Classifier Related Classes: Difference between revisions
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|itkImageClassifierBase || Framework || ClassiferBase | |itkImageClassifierBase || Framework || ClassiferBase | ||
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|itkRGBGibbsPriorFilter || | |itkRGBGibbsPriorFilter || Framework || MRFImageFilter | ||
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|itkBayesianClassifierImageFilter || Framework || ImageToImageFilter | |itkBayesianClassifierImageFilter || Framework || ImageToImageFilter | ||
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|itkClassifierBase || Framework || itkLightProcessObject | |itkClassifierBase || Framework || itkLightProcessObject | ||
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|itkMRFImageFilter || | |itkMRFImageFilter || Framework || ImageToImageFilter | ||
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|itkBayesianClassifierInitializationImageFilter || Estimation || ImageToImagFilter | |itkBayesianClassifierInitializationImageFilter || Estimation || ImageToImagFilter |
Revision as of 21:07, 16 July 2008
Five major categories
- Distance function ( similarity measure )
- Decision rule
- Classification
- Class model estimation ( Estimation )
- Framework: distance, decision rule, class model estimation
Here is the list of ITK classes related to classification
Class | Function | Base class |
---|---|---|
itkScalarImageKmeansImageFilter | Framework | ImageToImageFilter |
itkImageClassifierBase | Framework | ClassiferBase |
itkRGBGibbsPriorFilter | Framework | MRFImageFilter |
itkBayesianClassifierImageFilter | Framework | ImageToImageFilter |
itkClassifierBase | Framework | itkLightProcessObject |
itkMRFImageFilter | Framework | ImageToImageFilter |
itkBayesianClassifierInitializationImageFilter | Estimation | ImageToImagFilter |
itkSampleClassifierWithMask | Framework | SampleClassifierWithMask |
itkSampleClassifier | Framework | ClassiferBase |
itkImageModelEstimatorBase | Estimation | LightProcessObject |
itkImageGaussianModelEstimator | Estimation | ImageModelEstimatorBase |
itkMahalanobisDistanceMembershipFunction | Distance function | MembershipFunctionBase |
itkDistanceToCentroidMembershipFunction | Distance function | MembershipFunctionBase |
itkDistanceMetric | Distance function | MembershipFunctionBase |
itkExpectationMaximizationMixtureModelEstimator | Estimation | Object |
itkMembershipFunctionBase | Distance function | FunctionBase |
itkDensityFunction | Distance Function | MembershipFunctionBase |
itkMahalanobisDistanceMembershipFunction | Distance Function | MembershipFunctionBase |
itkMaximumDecisionRule | Decision | DecisionRuleBase |
itkMaximumRatioDecisionRule | Decision | DecisionRuleBase |
itkDecisionRuleBase | Decision | Object |
itkMinimumDecisionRule | Decision | DecisionRuleBase |