文章基本信息

标题：Disguised-Face Discriminator for Embedded Systems
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作者：Yun, Woo-Han ; Kim, Do-Hyung ; Yoon, Ho-Sub 等
期刊名称：ETRI Journal
印刷版ISSN：1225-6463
电子版ISSN：2233-7326
出版年度：2010
卷号：32
期号：5
页码：761-765
DOI：10.4218/etrij.10.1510.0139
语种：English
出版社：Electronics and Telecommunications Research Institute
摘要：In this paper, we introduce an improved adaptive boosting (AdaBoost) classifier and its application, a disguised-face discriminator that discriminates between bare and disguised faces. The proposed classifier is based on an AdaBoost learning algorithm and regression technique. In the process, the lookup table of AdaBoost learning is utilized. The proposed method is verified on the captured images under several real environments. Experimental results and analysis show the proposed method has a higher and faster performance than other well-known methods.
关键词：Disguised face;discriminator;AdaBoost