Synthetic biometrics

被引:8
|
作者
Yanushkevich, Svetlana N. [1 ]
Stoica, Adrian
Shmerko, Vlad P.
机构
[1] Univ Calgary, Calgary, AB T2N 1N4, Canada
[2] NASA, Jet Prop Lab, Pasadena, CA 91109 USA
关键词
D O I
10.1109/MCI.2007.353421
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Synthetic biometrics has a significant potential to be used for conducting future research into electronic frauds and understand the relationship between computer graphics and computer vision. The synthetic biometric data can reproduce possible instances from unavailable data, including corrupted and distorted data. The synthetic data also enables collecting statistically meaningful amount of biometric samples from data privacy implemented databases. The synthetic data can be used as samples and tests, which are generated using controllability of various parameters. Synthetic biometric data can also improve the performance of existing identification systems. The performance of these identification systems can be improved by using automatically generated biometric forgeries and modeling the strategy and tactics of forgery.
引用
收藏
页码:60 / 69
页数:10
相关论文
共 50 条
  • [41] Simplifying biometrics
    Ashbourne, Julian
    Biometric Technology Today, 2001, 9 (06) : 6 - 7
  • [42] Biometrics and man
    不详
    NATURE, 1915, 95 : 658 - 658
  • [43] Choice of Biometrics
    Boodoo-Jahangeer, Nazmeen
    Baichoo, Sunilduth
    2014 IST-AFRICA CONFERENCE PROCEEDINGS, 2014,
  • [44] The evolution of biometrics
    Staebler, RN
    JOURNAL OF FORESTRY, 1996, 94 (12) : 3 - 3
  • [45] Future Biometrics
    Weise, Jillian
    POETRY, 2015, 205 (06) : 550 - 550
  • [46] TYPOLOGY AND BIOMETRICS
    SCHREIDER, E
    ANNALS OF THE NEW YORK ACADEMY OF SCIENCES, 1966, 134 (A2) : 789 - +
  • [47] Evaluation of Biometrics
    Poli, VenkataSubbaReddy
    Arcot, Nagaraja
    Charapanamjeri, Jyothsna
    INTERNATIONAL JOURNAL OF COMPUTER SCIENCE AND NETWORK SECURITY, 2009, 9 (09): : 261 - 269
  • [48] Biometrics in healthcare
    Marohn, Dana
    Biometric Technology Today, 2006, 14 (09) : 9 - 11
  • [49] Biometrics and beyond
    Bush, Steve
    Electronics World, 2001, 107 (1778): : 90 - 101
  • [50] Survey on biometrics
    Lu, Guan-Ming
    Li, Hai-Bo
    Liu, Li
    Nanjing Youdian Daxue Xuebao (Ziran Kexue Ban)/Journal of Nanjing University of Posts and Telecommunications (Natural Science), 2007, 27 (01): : 81 - 88