Local gabor binary patterns based on Kullback-Leibler divergence for partially occluded face recognition

doi:10.1109/LSP.2007.903260

	Local gabor binary patterns based on Kullback-Leibler divergence for partially occluded face recognition
	Zhang, Wenchao ; Shan, Shiguang ; Chen, Xilin ; Gao, Wen
	2007-11-01
发表期刊	IEEE SIGNAL PROCESSING LETTERS
ISSN	1070-9908
卷号	14 期号:11 页码:875-878
摘要	The partial occlusion is one of the key issues in the face recognition community. To resolve the problem of partial occlusion, based on our previous work of local Gabor binary patterns (LGBP) for face recognition, we further propose Kullback-Leibler divergence (KLD)-based LGBP for partial occluded face recognition. The local property of LGBP face recognition is thoroughly used in the method, by introducing KLD between the LGBP feature of the local region and that of the non-occluded local region to estimate the probability of occlusion. The probability is used as the weight of the local region for the final feature matching. The experimental results on the AR face database demonstrate the effectiveness of the KLD-based LGBP face recognition method for partially occluded face images.
关键词	face recognition Gabor wavelets Kullback-Leibler divergence local binary patterns
DOI	10.1109/LSP.2007.903260
收录类别	SCI
语种	英语
WOS研究方向	Engineering
WOS类目	Engineering, Electrical & Electronic
WOS记录号	WOS:000250371700027
出版者	IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
引用统计	被引频次：58[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/2XEOYT63/10904
专题	中国科学院计算技术研究所期刊论文_英文
通讯作者	Zhang, Wenchao
作者单位	1.Harbin Inst Technol, Sch Comp Sci & Technol, Harbin 150001, Peoples R China 2.Chinese Acad Sci, Comp Technol Inst, ICT ISVISION FRJDL, Beijing 150001, Peoples R China
推荐引用方式 GB/T 7714	Zhang, Wenchao,Shan, Shiguang,Chen, Xilin,et al. Local gabor binary patterns based on Kullback-Leibler divergence for partially occluded face recognition[J]. IEEE SIGNAL PROCESSING LETTERS,2007,14(11):875-878.
APA	Zhang, Wenchao,Shan, Shiguang,Chen, Xilin,&Gao, Wen.(2007).Local gabor binary patterns based on Kullback-Leibler divergence for partially occluded face recognition.IEEE SIGNAL PROCESSING LETTERS,14(11),875-878.
MLA	Zhang, Wenchao,et al."Local gabor binary patterns based on Kullback-Leibler divergence for partially occluded face recognition".IEEE SIGNAL PROCESSING LETTERS 14.11(2007):875-878.