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 optimal...

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Bibliographic Details
Main Authors: Younghyun Lee, David K. Han, Hanseok Ko
Format: Article
Language:English
Published: Hindawi Limited 2013-01-01
Series:The Scientific World Journal
Online Access:http://dx.doi.org/10.1155/2013/153465