A rapid learning algorithm for vehicle classification

•A fast learning algorithm is introduced for real-time vehicle classification.•A fast feature selection method for AdaBoost is presented by combining a sample’s feature value with its class label.•A rapid incremental learning algorithm of AdaBoost is designed. AdaBoost is a popular method for vehicl...

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Bibliographic Details
Published in:	Information sciences Vol. 295; pp. 395 - 406
Main Authors:	Wen, Xuezhi, Shao, Ling, Xue, Yu, Fang, Wei
Format:	Journal Article
Language:	English
Published:	Elsevier Inc 20.02.2015
Subjects:	AdaBoost Algorithms Classification Haar-like features Incremental learning Learning Machine learning Real time State of the art Training Vehicle classification Vehicles Weak classifier Haar-like features AdaBoost Incremental learning Vehicle classification Weak classifier
ISSN:	0020-0255
Online Access:	Get full text
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