Video-based face recognition using a metric of average Euclidean distance

CASIA OpenIR > 多模态人工智能系统全国重点实验室 > 生物识别与安全技术

	Video-based face recognition using a metric of average Euclidean distance
	Li, JW; Wang, YH; Tan, TN
发表期刊	ADVANCES IN BIOMETRIC PERSON AUTHENTICATION, PROCEEDINGS
	2004
卷号	3338 期号:0 页码:224-232
文章类型	Article
摘要	This paper presents a novel approach for video-based face recognition. We define a metric based on an average L-2 Euclidean distance between two videos as the classifier. This metric makes use of Earth Mover's Distance (EMD) as the underlying similarity measurement between videos. Earth Mover's Distance is a recently proposed metric for geometric pattern matching and it reflects the average ground distance between two distributions. Under the framework of EMD, each video is modeled as a video signature and Euclidean distance is selected as the ground distance of EMD. Since clustering algorithm is employed, video signature can well represent the overall data distribution of faces in video. Experimental results demonstrate the superior performance of our algorithm.
关键词	None
WOS标题词	Science & Technology ; Technology
收录类别	SCI ; ISTP
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:000226133000024
引用统计	被引频次：2[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://ir.ia.ac.cn/handle/173211/7970
专题	多模态人工智能系统全国重点实验室_生物识别与安全技术
作者单位	Chinese Acad Sci, Inst Automat, Natl Lab Pattern Recognit, Beijing 100080, Peoples R China
推荐引用方式 GB/T 7714	Li, JW,Wang, YH,Tan, TN. Video-based face recognition using a metric of average Euclidean distance[J]. ADVANCES IN BIOMETRIC PERSON AUTHENTICATION, PROCEEDINGS,2004,3338(0):224-232.
APA	Li, JW,Wang, YH,&Tan, TN.(2004).Video-based face recognition using a metric of average Euclidean distance.ADVANCES IN BIOMETRIC PERSON AUTHENTICATION, PROCEEDINGS,3338(0),224-232.
MLA	Li, JW,et al."Video-based face recognition using a metric of average Euclidean distance".ADVANCES IN BIOMETRIC PERSON AUTHENTICATION, PROCEEDINGS 3338.0(2004):224-232.