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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Vydané v:	Information sciences Ročník 295; s. 395 - 406
Hlavní autori:	Wen, Xuezhi, Shao, Ling, Xue, Yu, Fang, Wei
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Elsevier Inc 20.02.2015
Predmet:	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
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