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Reinforced AdaBoost Learning for Object Detection with Local Pattern Representations

A reinforced AdaBoost learning algorithm is proposed for object detection with local pattern representations. In implementing Adaboost learning, the proposed algorithm employs an exponential criterion as a cost function and Newton's method for its optimization. In particular, we introduce an op...

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Detalhes bibliográficos
Main Authors: Lee, Younghyun, Han, David K., Ko, Hanseok
Formato: Artigo
Idioma:Inglês
Publicado em: Hindawi Publishing Corporation 2013
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3863571/
https://ncbi.nlm.nih.gov/pubmed/24381510
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2013/153465
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