Performance characterisation of face recognition algorithms and their sensitivity to severe illumination changes

	Performance characterisation of face recognition algorithms and their sensitivity to severe illumination changes
	Messer, K ; Kittler, J ; Short, J ; Heusch, G ; Cardinaux, F ; Marcel, S ; Rodriguez, Y ; Shan, S ; Su, Y ; Gao, W ; Chen, X
	2006
发表期刊	ADVANCES IN BIOMETRICS, PROCEEDINGS
ISSN	0302-9743
卷号	3832 页码:1-11
摘要	This paper details the results of a face verification competition [2] held in conjunction with the Second International Conference on Biometric Authentication. The contest. was held on the publically available XM2VTS database [4] according to a, defined protocol [15]. The aim of the competition was to assess the advances made in face recognition since 2003 and to measure the sensitivity of the tested algorithms to severe changes in illumination conditions. In total, more than 10 algorithms submitted by three groups were compared(1). The results show that the relative performance of some algorithms is dependent on training conditions (data, protocol) as well as environmental changes.
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:000235768300001
出版者	SPRINGER-VERLAG BERLIN
引用统计	被引频次：19[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/2XEOYT63/10739
专题	中国科学院计算技术研究所期刊论文_英文
通讯作者	Messer, K
作者单位	1.Univ Surrey, Guildford GU2 7XH, Surrey, England 2.Dalle Molle Inst Perceptual Artificial Intelligen, CH-1920 Martigny, Switzerland 3.Chinese Acad Sci, Inst Comp Technol, Beijing 100864, Peoples R China
推荐引用方式 GB/T 7714	Messer, K,Kittler, J,Short, J,et al. Performance characterisation of face recognition algorithms and their sensitivity to severe illumination changes[J]. ADVANCES IN BIOMETRICS, PROCEEDINGS,2006,3832:1-11.
APA	Messer, K.,Kittler, J.,Short, J.,Heusch, G.,Cardinaux, F.,...&Chen, X.(2006).Performance characterisation of face recognition algorithms and their sensitivity to severe illumination changes.ADVANCES IN BIOMETRICS, PROCEEDINGS,3832,1-11.
MLA	Messer, K,et al."Performance characterisation of face recognition algorithms and their sensitivity to severe illumination changes".ADVANCES IN BIOMETRICS, PROCEEDINGS 3832(2006):1-11.