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 |
