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Erschienen in:
2009 | OriginalPaper | Buchkapitel
An Integrated System for Incremental Learning of Multiple Visual Categories
verfasst von : Stephan Kirstein, Heiko Wersing, Horst-Michael Gross, Edgar Körner
Erschienen in: Advances in Neuro-Information Processing
Verlag: Springer Berlin Heidelberg
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We present a biologically inspired vision system able to incrementally learn multiple visual categories by interactively presenting several hand-held objects. The overall system is composed of a foreground-background separation part, several feature extraction methods and a life-long learning approach combining incremental learning with category specific feature selection. In contrast to most visual categorization approaches where typically each view is assigned to a single category we allow labeling with an arbitrary number of shape and color categories and also impose no restrictions to the viewing angle of presented objects.