Orfeo ToolBox  4.2
Orfeo ToolBox is not a black box
Modules | Classes
Pixel Classification Filters
+ Collaboration diagram for Pixel Classification Filters:

Modules

 Supervised Classification Filters
 
 Unsupervised Classification Filters
 

Classes

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.