Orfeo Toolbox  4.0
Modules | Classes
Pixel Classification Filters
+ Collaboration diagram for Pixel Classification Filters:

Modules

 Supervised Classification Filters
 
 Unsupervised Classification Filters
 

Classes

class  itk::BayesianClassifierImageFilter< TInputVectorImage, TLabelsType, TPosteriorsPrecisionType, TPriorsPrecisionType >
 Performs Bayesian Classification on an image. More...
 
class  itk::BayesianClassifierInitializationImageFilter< TInputImage, TProbabilityPrecisionType >
 This filter is intended to be used as a helper class to initialize the BayesianClassifierImageFilter. More...
 
class  itk::ClassifierBase< TDataContainer >
 Base class for classifier objects. More...
 
class  itk::ImageGaussianModelEstimator< TInputImage, TMembershipFunction, TTrainingImage >
 Base class for ImageGaussianModelEstimator object. More...
 
class  itk::ImageKmeansModelEstimator< TInputImage, TMembershipFunction >
 Base class for ImageKmeansModelEstimator object. More...
 
class  itk::ImageModelEstimatorBase< TInputImage, TMembershipFunction >
 Base class for model estimation from images used for classification. More...
 
class  itk::ScalarImageKmeansImageFilter< TInputImage, TOutputImage >
 Classifies the intensity values of a scalar image using the K-Means algorithm. More...
 
class  otb::SVMCrossValidationCostFunction< TModel >
 This function returns the cross validation accuracy of a SVM model. More...
 
class  otb::SVMImageModelEstimator< TInputImage, TTrainingImage >
 Class for SVM model estimation from images used for classification. More...
 
class  otb::SVMModel< TValue, TLabel >
 Class for SVM models. More...
 
class  otb::SVMModelEstimator< InputPixelType, LabelPixelType >
 Class for SVM model estimation from images used for classification. More...
 
class  otb::SVMPointSetModelEstimator< TInputPointSet, TTrainingPointSet >
 Class for SVM model estimation from PointSets used for classification. More...
 
class  otb::SVMSampleListModelEstimator< TInputSampleList, TTrainingSampleList, TMeasurementFunctor >
 Class for SVM model estimation from SampleLists used for classification. More...
 

Detailed Description

Pixel classification filters use statistical classification algorithms to assign a label to a given image pixel. Classification algorithms can be supervised when training data is available or unsupervised when no training data is available.


Generated at Sat Mar 8 2014 16:29:09 for Orfeo Toolbox with doxygen 1.8.3.1