Novel face detection method based on Gabor features

	Novel face detection method based on Gabor features
	Chen, J ; Shan, SG ; Yang, P ; Yan, SY ; Chen, XL ; Gao, W
	2004
发表期刊	ADVANCES IN BIOMETRIC PERSON AUTHENTICATION, PROCEEDINGS
ISSN	0302-9743
卷号	3338 页码:90-99
摘要	Gabor-based Face representation has achieved great success in face recognition, while whether and how it can be applied to face detection is rarely studied. This paper originally investigates the Gabor feature based face detection method, and proposes a coarse-to-fine hierarchical face detector combining the high efficiency of Harr features and the excellent discriminating power of the Gabor features. Gabor features are AdaBoosted to form the final verifier after the cascade of Harr-based AdaBoost face detector. Extensive experiments are conducted on several face databases and verified the effectiveness of the proposed approach.
收录类别	SCI
语种	英语
WOS研究方向	Computer Science
WOS类目	Computer Science, Artificial Intelligence ; Computer Science, Theory & Methods
WOS记录号	WOS:000226133000009
出版者	SPRINGER-VERLAG BERLIN
引用统计	被引频次：6[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://119.78.100.204/handle/2XEOYT63/13884
专题	中国科学院计算技术研究所期刊论文_英文
通讯作者	Chen, J
作者单位	1.Harbin Inst Technol, Sch Comp Sci & Technol, Harbin 150001, Peoples R China 2.Chinese Acad Sci, ICT, ISVISION, JDL,AFR,, Beijing 100080, Peoples R China
推荐引用方式 GB/T 7714	Chen, J,Shan, SG,Yang, P,et al. Novel face detection method based on Gabor features[J]. ADVANCES IN BIOMETRIC PERSON AUTHENTICATION, PROCEEDINGS,2004,3338:90-99.
APA	Chen, J,Shan, SG,Yang, P,Yan, SY,Chen, XL,&Gao, W.(2004).Novel face detection method based on Gabor features.ADVANCES IN BIOMETRIC PERSON AUTHENTICATION, PROCEEDINGS,3338,90-99.
MLA	Chen, J,et al."Novel face detection method based on Gabor features".ADVANCES IN BIOMETRIC PERSON AUTHENTICATION, PROCEEDINGS 3338(2004):90-99.