Recognition Toolkit


The Recognition Toolkit provides a set of tasks for object recognition and classification. Tasks use probabilistic analysis and information measures to select attributes and features for classifier development.



The Recognition Toolkit provides a capability for pattern recognition on continuous measurement data, discrete data or symbolic information. It contains a series of tasks for classification, training, feature evaluation, clustering, coding and extraction. Twenty tasks form the pattern recognition core. Five additional advanced extraction and demonstration tasks provide assistance with complex recognition development.


Example of parameter-free determination of natural classes for scene recognition


An example of land use classifiication from multi-spectral imagery


The core task set includes four classifiers, four training tasks, an automatic natural clustering routine, five feature evaluation and analysis tasks, and six utility tasks for preprocessing and building multistage alternative classifiers.


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