Proposals:Refactoring Statistics Framework 2007 Class Manifesto: Difference between revisions
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=== Measurement Containers === | === Measurement Containers === | ||
| | ||
* KdTree | * KdTree <font style="color: #006400;">'''Refactored'''</font> (same name) | ||
* Histogram | * Histogram <font style="color: #006400;">'''Refactored'''</font> (same name) | ||
* VariableDimensionHistogram | * VariableDimensionHistogram <font style="color: #006400;">'''Refactored'''</font> (now provided as Histrogram) | ||
* ListSampleBase | * ListSampleBase <font style="color: #8b0000;">'''Deprecated!'''</font> | ||
* ListSample | * ListSample <font style="color: #006400;">'''Refactored'''</font> (same name) | ||
* Sample | * Sample <font style="color: #006400;">'''Refactored'''</font> (same name) (now derives from DataObject) | ||
* Subsample | * Subsample <font style="color: #006400;">'''Refactored'''</font> (same name)(identifiers do not refer to sample anymore) | ||
* MembershipSample | * MembershipSample <font style="color: #006400;">'''Refactored In Progress'''</font> (same name. does not derive from sample anymore) | ||
[[Proposals:Refactoring Statistics Framework 2007 Migration Users Guide #Measurement Containers | Migration Instructions ]] | |||
=== Frequency Containers === | === Frequency Containers === | ||
* DenseFrequencyContainer | * DenseFrequencyContainer <font style="color: #006400;">'''Refactored '''</font> (DenseFrequencyContainer2) | ||
* SparseFrequencyContainer | * SparseFrequencyContainer <font style="color: #006400;">'''Refactored '''</font> (SparseFrequencyContainer2) | ||
Note: The names of the frequency containers were suffixed by 2 to make them different from the frequency containers in ITK CVS to avoid linking problem with the ITKStatistics library | |||
[[Proposals:Refactoring Statistics Framework 2007 Migration Users Guide #Frequency Containers | Migration Instructions ]] | |||
=== Process Objects === | === Process Objects === | ||
* SampleClassifier | * SampleClassifier <font style="color: #006400;">'''Refactored'''</font> (as SampleClassifierFilter ) | ||
* SampleClassifierWithMask | * SampleClassifierWithMask<font style="color: #006400;">'''Will be Refactored'''</font> (as SampleClassifierWithMaskFilter ) PENDING | ||
[[Proposals:Refactoring Statistics Framework 2007 Migration Users Guide #Process Objects | Migration Instructions ]] | |||
=== Traits === | === Traits === | ||
* MeasurementVectorTraits | * MeasurementVectorTraits <font style="color: #006400;">'''Refactored'''</font> (same name) | ||
[[Proposals:Refactoring Statistics Framework 2007 Migration Users Guide #Traits | Migration Instructions ]] | |||
=== MeanShift === | === MeanShift === | ||
* HypersphereKernelMeanShiftModeSeeker | * HypersphereKernelMeanShiftModeSeeker PENDING | ||
* MeanShiftModeCacheMethod | * MeanShiftModeCacheMethod PENDING | ||
* MeanShiftModeSeekerBase | * MeanShiftModeSeekerBase PENDING | ||
[[Proposals:Refactoring Statistics Framework 2007 Migration Users Guide #MeanShift | Migration Instructions ]] | |||
=== Adaptors === | === Adaptors === | ||
* ImageToCooccurrenceListAdaptor | * ImageToCooccurrenceListAdaptor <font style="color: #006400;">'''Refactored '''</font> ( now ScalarImageToCoocurrenceListSampleFilter ) | ||
* ImageToListAdaptor | * ImageToListAdaptor <font style="color: #006400;">'''Refactored '''</font> ( now ImageToListSampleAdaptor ) | ||
* JointDomainImageToListAdaptor | * JointDomainImageToListAdaptor <font style="color: #006400;">'''Refactored '''</font> ( now JointDomainImageToListSampleAdaptor ) | ||
* PointSetToListAdaptor | * PointSetToListAdaptor <font style="color: #006400;">'''Refactored '''</font> ( now PointSetToListSampleAdaptor ) | ||
* ScalarImageToListAdaptor | * ScalarImageToListAdaptor <font style="color: #8b0000;">'''Deprecated!'''</font> | ||
[[Proposals:Refactoring Statistics Framework 2007 Migration Users Guide #Adaptors | Migration Instructions ]] | |||
=== Univariate Distributions === | === Univariate Distributions === | ||
* ChiSquareDistribution | * ChiSquareDistribution COPIED | ||
* GaussianDistribution | * GaussianDistribution COPIED | ||
* ProbabilityDistribution | * ProbabilityDistribution COPIED | ||
* TDistribution | * TDistribution COPIED | ||
[[Proposals:Refactoring Statistics Framework 2007 Migration Users Guide #Univariate Distributions | Migration Instructions ]] | |||
=== Algorithms === | === Algorithms === | ||
* SampleAlgorithmBase | * SampleAlgorithmBase <font style="color: #8b0000;">'''Deprecated!'''</font> | ||
* StatisticsAlgorithm | * StatisticsAlgorithm COPIED | ||
* NeighborhoodSampler | * NeighborhoodSampler Refactored (must be renamed as NeighborhoodExtractionSampleFilter?) | ||
[[Proposals:Refactoring Statistics Framework 2007 Migration Users Guide #Algorithms | Migration Instructions ]] | |||
=== Calculators === | === Calculators === | ||
* CovarianceCalculator | * CovarianceCalculator <font style="color: #006400;">'''Refactored'''</font> (now CovarianceSampleFilter : ProcessObject) | ||
* GreyLevelCooccurrenceMatrixTextureCoefficientsCalculator | * GreyLevelCooccurrenceMatrixTextureCoefficientsCalculator <font style="color: #006400;">'''Refactored'''</font> (now HistogramToTextureFeaturesFilter : ProcessObject) | ||
* MeanCalculator | * MeanCalculator <font style="color: #006400;">'''Refactored'''</font> (now MeanSampleFilter : ProcessObject) | ||
* ScalarImageTextureCalculator | * ScalarImageTextureCalculator <font style="color: #006400;">'''Refactored'''</font> (now ScalarImageToTextureFeaturesFilter : ProcessObject) | ||
* WeightedCovarianceCalculator | * WeightedCovarianceCalculator <font style="color: #006400;">'''Refactored'''</font> (now WeightedCovarianceSampleFilter : ProcessObject) | ||
* WeightedMeanCalculator | |||
* WeightedMeanCalculator <font style="color: #006400;">'''Refactored'''</font> (now WeightedMeanSampleFilter : ProcessObject) | |||
[[Proposals:Refactoring Statistics Framework 2007 Migration Users Guide #Calculators | Migration Instructions ]] | |||
=== Generators === | === Generators === | ||
* ImageToHistogramGenerator | * ImageToHistogramGenerator <font style="color: #006400;">'''Refactored'''</font> (now ImageToHistogramFilter) | ||
* ImageToListGenerator | * ImageToListGenerator <font style="color: #006400;">'''Refactored'''</font> (now ImageToListSampleFilter) | ||
* KdTreeGenerator | * KdTreeGenerator COPIED | ||
* ListSampleToHistogramGenerator | * ListSampleToHistogramGenerator <font style="color: #006400;">'''Refactored'''</font> (now SampleToHistogramFilter) | ||
* MaskedScalarImageToGreyLevelCooccurrenceMatrixGenerator | * MaskedScalarImageToGreyLevelCooccurrenceMatrixGenerator <font style="color: #8b0000;">'''Deprecated!'''</font> (now managed by the ScalarImageToCooccurrenceMatrixFilter ) | ||
* MembershipSampleGenerator | * MembershipSampleGenerator <font style="color: #8b0000;">'''Deprecated!'''</font> (it should have been a type of Classifier filter .. to be implemented, Low priority) | ||
* NormalVariateGenerator | * NormalVariateGenerator <font style="color: #8b0000;">'''Will stay as the only Generators'''</font> | ||
* RandomVariateGeneratorBase | * RandomVariateGeneratorBase <font style="color: #8b0000;">'''Will stay as the only Generators'''</font> | ||
* ScalarImageToGreyLevelCooccurrenceMatrixGenerator | * ScalarImageToGreyLevelCooccurrenceMatrixGenerator <font style="color: #006400;">'''Refactored'''</font> (now ScalarImageToCooccurrenceMatrixFilter ) | ||
* ScalarImageToHistogramGenerator | * ScalarImageToHistogramGenerator <font style="color: #006400;">'''Refactored'''</font> (now ImageToHistogramFilter) | ||
* SelectiveSubsampleGenerator | * SelectiveSubsampleGenerator <font style="color: #006400;">'''Refactored'''</font> (to be implemented as a type of SubsampleFilter) | ||
* WeightedCentroidKdTreeGenerator | * WeightedCentroidKdTreeGenerator COPIED | ||
[[Proposals:Refactoring Statistics Framework 2007 Migration Users Guide #Generators | Migration Instructions ]] | |||
=== Filters === | === Filters === | ||
* HistogramToEntropyImageFilter | * HistogramToEntropyImageFilter PENDING | ||
* HistogramToImageFilter | * HistogramToImageFilter PENDING | ||
* HistogramToIntensityImageFilter | * HistogramToIntensityImageFilter PENDING | ||
* HistogramToLogProbabilityImageFilter | * HistogramToLogProbabilityImageFilter PENDING | ||
* HistogramToProbabilityImageFilter | * HistogramToProbabilityImageFilter PENDING | ||
* ListSampleToHistogramFilter | * ListSampleToHistogramFilter <font style="color: #006400;">'''Refactored'''</font> (now SampleToHistogramFilter) | ||
* SampleMeanShiftBlurringFilter | * SampleMeanShiftBlurringFilter PENDING | ||
* SampleMeanShiftClusteringFilter | * SampleMeanShiftClusteringFilter PENDING | ||
* SampleSelectiveMeanShiftBlurringFilter | * SampleSelectiveMeanShiftBlurringFilter PENDING | ||
* SampleToHistogramProjectionFilter | * SampleToHistogramProjectionFilter PENDING | ||
[[Proposals:Refactoring Statistics Framework 2007 Migration Users Guide #Filters | Migration Instructions ]] | |||
=== Multivariate Density Functions === | === Multivariate Density Functions === | ||
* DensityFunction | * DensityFunction <font style="color: #8b0000;">'''Deprecated!'''</font> | ||
* DistanceToCentroidMembershipFunction | * DistanceToCentroidMembershipFunction <font style="color: #006400;">'''Refactored'''</font> | ||
* GaussianDensityFunction | * GaussianDensityFunction <font style="color: #006400;">'''Refactored'''</font> (and renamed as GaussianMembershipFunction) | ||
* GoodnessOfFitFunctionBase | * GoodnessOfFitFunctionBase <font style="color: #8b0000;">'''Deprecated!'''</font> (has never been used in the toolkit) (to keep ?) | ||
* GoodnessOfFitMixtureModelCostFunction | * GoodnessOfFitMixtureModelCostFunction <font style="color: #8b0000;">'''Deprecated!'''</font> (has never been used in the toolkit)(to keep ?) | ||
* LogLikelihoodGoodnessOfFitFunction | * LogLikelihoodGoodnessOfFitFunction <font style="color: #8b0000;">'''Deprecated!'''</font> (has never been used in the toolkit)(to keep ?) | ||
* MahalanobisDistanceMembershipFunction | * MahalanobisDistanceMembershipFunction <font style="color: #8b0000;">'''Deprecated!'''</font> (functionality provided by the MembershipFunction + MahalanobisDistance) | ||
* MembershipFunctionBase | * MembershipFunctionBase <font style="color: #006400;">'''Refactored'''</font> (same name) | ||
[[Proposals:Refactoring Statistics Framework 2007 Migration Users Guide #Multivariate Density Functions | Migration Instructions ]] | |||
=== Distance Metrics === | === Distance Metrics === | ||
* DistanceMetric | * DistanceMetric <font style="color: #006400;">'''Refactored'''</font> | ||
* EuclideanDistance | * EuclideanDistance <font style="color: #006400;">'''Refactored'''</font> (now EuclideanDistanceMetric) | ||
[[Proposals:Refactoring Statistics Framework 2007 Migration Users Guide #Distance Metrics | Migration Instructions ]] | |||
=== Decision rules=== | |||
* DecisionRuleBase <font style="color: #006400;">'''Refactored'''</font> (now DecisionRule) | |||
* MinimumDecisionRule <font style="color: #006400;">'''Refactored'''</font> (same name +2) | |||
* MaximumDecisionRule <font style="color: #006400;">'''Refactored'''</font> (same name +2) | |||
* MaximumRatioDecisionRule <font style="color: #006400;">'''Refactored'''</font> (same name +2) | |||
[[Proposals:Refactoring Statistics Framework 2007 Migration Users Guide #Decision rules | Migration Instructions ]] | |||
=== Components === | === Components === | ||
* GaussianGoodnessOfFitComponent | * GaussianGoodnessOfFitComponent PENDING | ||
* GaussianMixtureModelComponent | * GaussianMixtureModelComponent Refactored (review comment at end of .txx) | ||
* GoodnessOfFitComponentBase | * GoodnessOfFitComponentBase PENDING | ||
* MixtureModelComponentBase | * MixtureModelComponentBase Refactored (same name) | ||
[[Proposals:Refactoring Statistics Framework 2007 Migration Users Guide #Components | Migration Instructions ]] | |||
=== Estimators === | === Estimators === | ||
* ExpectationMaximizationMixtureModelEstimator | * ExpectationMaximizationMixtureModelEstimator Refactored | ||
* KdTreeBasedKmeansEstimator | * KdTreeBasedKmeansEstimator Refactored | ||
[[Proposals:Refactoring Statistics Framework 2007 Migration Users Guide #Estimators | Migration Instructions ]] | |||
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digraph G { | digraph G { | ||
LightProcessObject [URL="http://public.kitware.com/Insight/Doxygen/html/classitk_1_1LightProcessObject.html"]; | LightProcessObject [URL="http://public.kitware.com/Insight/Doxygen/html/classitk_1_1LightProcessObject.html"]; | ||
ProcessObject [URL="http://public.kitware.com/Insight/Doxygen/html/classitk_1_1ProcessObject.html"]; | |||
ClassifierBase [URL="http://public.kitware.com/Insight/Doxygen/html/classitk_1_1ClassifierBase.html"]; | ClassifierBase [URL="http://public.kitware.com/Insight/Doxygen/html/classitk_1_1ClassifierBase.html"]; | ||
ImageClassifierBase [URL="http://public.kitware.com/Insight/Doxygen/html/classitk_1_1ImageClassifierBase.html"]; | |||
MRFImageFilter [URL="http://public.kitware.com/Insight/Doxygen/html/classitk_1_1MRFImageFilter.html"]; | |||
RGBPriorsFilter [URL="http://public.kitware.com/Insight/Doxygen/html/classitk_1_1RGBPriorsFilter.html"]; | |||
SampleClassifier [shape=box,URL="http://public.kitware.com/Insight/Doxygen/html/classitk_1_1Statistics_1_1SampleClassifier.html"]; | SampleClassifier [shape=box,URL="http://public.kitware.com/Insight/Doxygen/html/classitk_1_1Statistics_1_1SampleClassifier.html"]; | ||
SampleClassifierWithMask [shape=box,URL="http://public.kitware.com/Insight/Doxygen/html/classitk_1_1Statistics_1_1SampleClassifierWithMask.html"]; | SampleClassifierWithMask [shape=box,URL="http://public.kitware.com/Insight/Doxygen/html/classitk_1_1Statistics_1_1SampleClassifierWithMask.html"]; | ||
LightProcessObject -> ClassifierBase | LightProcessObject -> ClassifierBase | ||
LightProcessObject -> ProcessObject | |||
ClassifierBase -> SampleClassifier | ClassifierBase -> SampleClassifier | ||
ClassifierBase -> SampleClassifierWithMask | ClassifierBase -> SampleClassifierWithMask | ||
ClassifierBase -> ImageClassifierBase | |||
ImageClassifierBase -> MRFImageFilter | |||
ImageClassifierBase -> RGBPriorsFilter | |||
} | } | ||
</graphviz> | </graphviz> | ||
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== Calculators == | == Calculators == | ||
=== API === | |||
* SetInputSample() | |||
* GetInputSample() | |||
* GetMeasurementVectorSize() | |||
* SetMeasurementVectorSize() | |||
* Update() | |||
* GenerateData() | |||
* GetOutput() | |||
=== Class Diagram === | |||
<graphviz> | <graphviz> | ||
Line 312: | Line 375: | ||
== Generators == | == Generators == | ||
=== API === | |||
* SetInput() / SetSample() | |||
* GetImput() | |||
* SetClassMask() | |||
* GetClassMask() | |||
* GenerateData() | |||
* GetOutput() | |||
=== Class Diagram === | |||
<graphviz> | <graphviz> | ||
digraph G { | digraph G { | ||
Line 397: | Line 469: | ||
SampleAlgorithmBase [shape=box, URL="http://public.kitware.com/Insight/Doxygen/html/classitk_1_1Statistics_1_1SampleAlgorithmBase.html"]; | SampleAlgorithmBase [shape=box, URL="http://public.kitware.com/Insight/Doxygen/html/classitk_1_1Statistics_1_1SampleAlgorithmBase.html"]; | ||
LogLikelihoodGoodnessOfFitFunction [shape=box, URL="http://public.kitware.com/Insight/Doxygen/html/classitk_1_1Statistics_1_1LogLikelihoodGoodnessOfFitFunction.html"]; | LogLikelihoodGoodnessOfFitFunction [shape=box, URL="http://public.kitware.com/Insight/Doxygen/html/classitk_1_1Statistics_1_1LogLikelihoodGoodnessOfFitFunction.html"]; | ||
DistanceMetrics [label="Distance Metrics\n see below", URL="http://www.itk.org/Wiki/Proposals:Refactoring_Statistics_Framework_2007_Class_Manifesto#Distance_Metrics_2"]; | |||
Object -> FunctionBase | Object -> FunctionBase | ||
Object -> GoodnessOfFitComponentBase | Object -> GoodnessOfFitComponentBase | ||
Line 403: | Line 476: | ||
SampleAlgorithmBase -> GoodnessOfFitFunctionBase | SampleAlgorithmBase -> GoodnessOfFitFunctionBase | ||
FunctionBase -> MembershipFunctionBase | FunctionBase -> MembershipFunctionBase | ||
MembershipFunctionBase -> DistanceMetrics | |||
MembershipFunctionBase -> DensityFunction | MembershipFunctionBase -> DensityFunction | ||
DensityFunction -> GaussianDensityFunction | DensityFunction -> GaussianDensityFunction | ||
Line 423: | Line 497: | ||
EuclideanDistance [shape=box,URL="http://public.kitware.com/Insight/Doxygen/html/classitk_1_1Statistics_1_1EuclideanDistance.html"]; | EuclideanDistance [shape=box,URL="http://public.kitware.com/Insight/Doxygen/html/classitk_1_1Statistics_1_1EuclideanDistance.html"]; | ||
MembershipFunctionBase [shape=box,URL="http://public.kitware.com/Insight/Doxygen/html/classitk_1_1Statistics_1_1MembershipFunctionBase.html"]; | MembershipFunctionBase [shape=box,URL="http://public.kitware.com/Insight/Doxygen/html/classitk_1_1Statistics_1_1MembershipFunctionBase.html"]; | ||
MahalanobisDistanceMembershipFunction [shape=box,URL="http://public.kitware.com/Insight/Doxygen/html/classitk_1_1Statistics_1_1MahalanobisDistanceMembershipFunction.html"]; | |||
DistanceToCentroidMembershipFunction [shape=box,URL="http://public.kitware.com/Insight/Doxygen/html/classitk_1_1Statistics_1_1DistanceToCentroidMembershipFunction.html"]; | |||
DensityFunction [shape=box,URL="http://public.kitware.com/Insight/Doxygen/html/classitk_1_1Statistics_1_1DensityFunction.html"]; | |||
GaussianDensityFunction [shape=box,URL="http://public.kitware.com/Insight/Doxygen/html/classitk_1_1Statistics_1_1GaussianDensityFunction.html"]; | |||
Object -> FunctionBase | Object -> FunctionBase | ||
FunctionBase -> MembershipFunctionBase | FunctionBase -> MembershipFunctionBase | ||
MembershipFunctionBase -> DistanceMetric | MembershipFunctionBase -> DistanceMetric | ||
DistanceMetric -> EuclideanDistance | DistanceMetric -> EuclideanDistance | ||
MembershipFunctionBase -> MahalanobisDistanceMembershipFunction | |||
MembershipFunctionBase -> DistanceToCentroidMembershipFunction | |||
MembershipFunctionBase -> DensityFunction | |||
DensityFunction -> GaussianDensityFunction | |||
} | } | ||
</graphviz> | </graphviz> |
Latest revision as of 15:55, 29 April 2009
Statistics Class Manifesto
Summary Table
They are categorized in the following table
Conceptual Class | Number |
---|---|
Measurement Containers | 8 |
Frequency Containers | 2 |
Process Objects | 2 |
Traits | 1 |
Mean shift | 3 |
Adaptors | 5 |
Univariate Distributions | 4 |
Algorithms | 3 |
Calculators | 6 |
Generators | 12 |
Filters | 10 |
Multivariate Density Functions | 8 |
Distance Metrics | 2 |
Components | 4 |
Estimators | 2 |
Total | 72 |
List of Classes per Category
Measurement Containers
- KdTree Refactored (same name)
- Histogram Refactored (same name)
- VariableDimensionHistogram Refactored (now provided as Histrogram)
- ListSampleBase Deprecated!
- ListSample Refactored (same name)
- Sample Refactored (same name) (now derives from DataObject)
- Subsample Refactored (same name)(identifiers do not refer to sample anymore)
- MembershipSample Refactored In Progress (same name. does not derive from sample anymore)
Frequency Containers
- DenseFrequencyContainer Refactored (DenseFrequencyContainer2)
- SparseFrequencyContainer Refactored (SparseFrequencyContainer2)
Note: The names of the frequency containers were suffixed by 2 to make them different from the frequency containers in ITK CVS to avoid linking problem with the ITKStatistics library Migration Instructions
Process Objects
- SampleClassifier Refactored (as SampleClassifierFilter )
- SampleClassifierWithMaskWill be Refactored (as SampleClassifierWithMaskFilter ) PENDING
Traits
- MeasurementVectorTraits Refactored (same name)
MeanShift
- HypersphereKernelMeanShiftModeSeeker PENDING
- MeanShiftModeCacheMethod PENDING
- MeanShiftModeSeekerBase PENDING
Adaptors
- ImageToCooccurrenceListAdaptor Refactored ( now ScalarImageToCoocurrenceListSampleFilter )
- ImageToListAdaptor Refactored ( now ImageToListSampleAdaptor )
- JointDomainImageToListAdaptor Refactored ( now JointDomainImageToListSampleAdaptor )
- PointSetToListAdaptor Refactored ( now PointSetToListSampleAdaptor )
- ScalarImageToListAdaptor Deprecated!
Univariate Distributions
- ChiSquareDistribution COPIED
- GaussianDistribution COPIED
- ProbabilityDistribution COPIED
- TDistribution COPIED
Algorithms
- SampleAlgorithmBase Deprecated!
- StatisticsAlgorithm COPIED
- NeighborhoodSampler Refactored (must be renamed as NeighborhoodExtractionSampleFilter?)
Calculators
- CovarianceCalculator Refactored (now CovarianceSampleFilter : ProcessObject)
- GreyLevelCooccurrenceMatrixTextureCoefficientsCalculator Refactored (now HistogramToTextureFeaturesFilter : ProcessObject)
- MeanCalculator Refactored (now MeanSampleFilter : ProcessObject)
- ScalarImageTextureCalculator Refactored (now ScalarImageToTextureFeaturesFilter : ProcessObject)
- WeightedCovarianceCalculator Refactored (now WeightedCovarianceSampleFilter : ProcessObject)
- WeightedMeanCalculator Refactored (now WeightedMeanSampleFilter : ProcessObject)
Generators
- ImageToHistogramGenerator Refactored (now ImageToHistogramFilter)
- ImageToListGenerator Refactored (now ImageToListSampleFilter)
- KdTreeGenerator COPIED
- ListSampleToHistogramGenerator Refactored (now SampleToHistogramFilter)
- MaskedScalarImageToGreyLevelCooccurrenceMatrixGenerator Deprecated! (now managed by the ScalarImageToCooccurrenceMatrixFilter )
- MembershipSampleGenerator Deprecated! (it should have been a type of Classifier filter .. to be implemented, Low priority)
- NormalVariateGenerator Will stay as the only Generators
- RandomVariateGeneratorBase Will stay as the only Generators
- ScalarImageToGreyLevelCooccurrenceMatrixGenerator Refactored (now ScalarImageToCooccurrenceMatrixFilter )
- ScalarImageToHistogramGenerator Refactored (now ImageToHistogramFilter)
- SelectiveSubsampleGenerator Refactored (to be implemented as a type of SubsampleFilter)
- WeightedCentroidKdTreeGenerator COPIED
Filters
- HistogramToEntropyImageFilter PENDING
- HistogramToImageFilter PENDING
- HistogramToIntensityImageFilter PENDING
- HistogramToLogProbabilityImageFilter PENDING
- HistogramToProbabilityImageFilter PENDING
- ListSampleToHistogramFilter Refactored (now SampleToHistogramFilter)
- SampleMeanShiftBlurringFilter PENDING
- SampleMeanShiftClusteringFilter PENDING
- SampleSelectiveMeanShiftBlurringFilter PENDING
- SampleToHistogramProjectionFilter PENDING
Multivariate Density Functions
- DensityFunction Deprecated!
- DistanceToCentroidMembershipFunction Refactored
- GaussianDensityFunction Refactored (and renamed as GaussianMembershipFunction)
- GoodnessOfFitFunctionBase Deprecated! (has never been used in the toolkit) (to keep ?)
- GoodnessOfFitMixtureModelCostFunction Deprecated! (has never been used in the toolkit)(to keep ?)
- LogLikelihoodGoodnessOfFitFunction Deprecated! (has never been used in the toolkit)(to keep ?)
- MahalanobisDistanceMembershipFunction Deprecated! (functionality provided by the MembershipFunction + MahalanobisDistance)
- MembershipFunctionBase Refactored (same name)
Distance Metrics
- DistanceMetric Refactored
- EuclideanDistance Refactored (now EuclideanDistanceMetric)
Decision rules
- DecisionRuleBase Refactored (now DecisionRule)
- MinimumDecisionRule Refactored (same name +2)
- MaximumDecisionRule Refactored (same name +2)
- MaximumRatioDecisionRule Refactored (same name +2)
Components
- GaussianGoodnessOfFitComponent PENDING
- GaussianMixtureModelComponent Refactored (review comment at end of .txx)
- GoodnessOfFitComponentBase PENDING
- MixtureModelComponentBase Refactored (same name)
Estimators
- ExpectationMaximizationMixtureModelEstimator Refactored
- KdTreeBasedKmeansEstimator Refactored
Class Diagrams
Measurement Containers
Frequency Containers
Process Objects
Traits
MeanShift
Adaptors
Univariate Distributions
Algorithms
Calculators
API
- SetInputSample()
- GetInputSample()
- GetMeasurementVectorSize()
- SetMeasurementVectorSize()
- Update()
- GenerateData()
- GetOutput()
Class Diagram
Generators
API
- SetInput() / SetSample()
- GetImput()
- SetClassMask()
- GetClassMask()
- GenerateData()
- GetOutput()
Class Diagram
Filters
Multivariate Density Functions
Distance Metrics
Components
Estimators