Institute of Computing Technology, Chinese Academy IR
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
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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 | |
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. |
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