Bosphorus Database for 3D Face Analysis

被引:0
作者
Savran, Arman [1 ]
Alyuz, Nese [2 ]
Dibeklioglu, Hamdi [2 ]
Celiktutan, Oya [1 ]
Gokberk, Berk [3 ]
Sankur, Buelent [1 ]
Akarun, Lale [2 ]
机构
[1] Bogazici Univ, Dept Elect & Elect Engn, TR-80815 Bebek, Turkey
[2] Bogazici Univ, Dept Comp Engn, Bebek, Turkey
[3] Philips Res, Eindhoven, Netherlands
来源
BIOMETRICS AND IDENTITY MANAGEMENT | 2008年 / 5372卷
关键词
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
A new 3D face database that includes a rich set of expressions, systematic variation of poses and different types of occlusions is presented in this paper. This database is unique from three aspects: i) the facial expressions are composed of judiciously selected subset of Action Units as well as the six basic emotions, and many actors/actresses are incorporated to obtain more realistic expression data; ii) a rich set of head pose variations are available; and iii) different types of face occlusions are included. Hence, this new database can be a very Valuable resource for development and evaluation of algorithms on face recognition under adverse conditions and facial expression analysis as well as for facial expression synthesis.
引用
收藏
页码:47 / +
页数:3
相关论文
共 15 条
  • [1] AKAGUNDUZ E, 2007, WORKSH 3D REPR REC 3
  • [2] ALYUZ N, 2008, 1 EUR WORKSH BIOM ID
  • [3] [Anonymous], 2007, 2007 IEEE C COMP VIS
  • [4] Face verification from 3D and grey level clues
    Beumier, C
    Acheroy, M
    [J]. PATTERN RECOGNITION LETTERS, 2001, 22 (12) : 1321 - 1329
  • [5] CELIKTUTAN O, 2008, FG 2008 8 IEEE AUT F
  • [6] CONSTANTS ACROSS CULTURES IN FACE AND EMOTION
    EKMAN, P
    FRIESEN, WV
    [J]. JOURNAL OF PERSONALITY AND SOCIAL PSYCHOLOGY, 1971, 17 (02) : 124 - &
  • [7] Ekman P., 1978, Facial action coding system: manual
  • [8] Faltemier TC, 2007, 2007 FIRST IEEE INTERNATIONAL CONFERENCE ON BIOMETRICS: THEORY, APPLICATIONS AND SYSTEMS, P19
  • [9] Three-dimensional face recognition using combinations of surface feature map subspace components
    Heseltine, Thomas
    Pears, Nick
    Austin, Jim
    [J]. IMAGE AND VISION COMPUTING, 2008, 26 (03) : 382 - 396
  • [10] *INSP, INSP MEG CAPT 2 DIG