Multisampling approach applied to contactless hand biometrics

被引：0
|
作者：
Morales, Aythami [1 ]
Ferrer, Miguel A. [1 ]
Travieso, Carlos M. [1 ]
Alonso, Jesus B. [1 ]
机构：
[1] Univ Las Palmas Gran Canaria, Inst Univ Dessarrollo Tecnol & Innovac Commun IDe, E-35017 Las Palmas Gran Canaria, Spain
来源：
46TH ANNUAL 2012 IEEE INTERNATIONAL CARNAHAN CONFERENCE ON SECURITY TECHNOLOGY | 2012年
关键词：
Biometry; multibiomometric; multisample; contactless; hand; recognition; geometry; palmprint;
D O I：
暂无
中图分类号：
TP301 [理论、方法];
学科分类号：
081202 ;
摘要：
This paper proposes a novel contactless biometric system for multisampling hand recognition. We include a novel acquisition device for contactless hand recognition and a study about the multi-sample acquisition as a way to improve the performance. Popular features extraction methods for hand geometry and palmprint are studied and a database of 100people with more than 2000 hand is employed for the experimentation. The results suggest how a multi-sample approach outperforms the traditional single sample approach with improvements around 47% and EER of 0.21%.
引用
收藏
页码：224 / 229
页数：6
相关论文
共 50 条
  • [1] Unconstrained and Contactless Hand Geometry Biometrics
    de-Santos-Sierra, Alberto
    Sanchez-Avila, Carmen
    Bailador del Pozo, Gonzalo
    Guerra-Casanova, Javier
    [J]. SENSORS, 2011, 11 (11) : 10143 - 10164
  • [2] Contactless hand biometrics for forensics: review and performance benchmark
    Gonzalez-Soler, Lazaro Janier
    Zyla, Kacper Marek
    Rathgeb, Christian
    Fischer, Daniel
    [J]. EURASIP JOURNAL ON IMAGE AND VIDEO PROCESSING, 2024, 2024 (01)
  • [3] Wide band spectroscopic skin detection for contactless hand biometrics
    Ferrer, M. A.
    Morales, A.
    Travieso, C. M.
    Alonso, J. B.
    [J]. IET COMPUTER VISION, 2012, 6 (05) : 415 - 424
  • [4] A Hand Gesture Approach to Biometrics
    Nugrahaningsih, Nahumi
    Porta, Marco
    Scarpello, Giuseppe
    [J]. NEW TRENDS IN IMAGE ANALYSIS AND PROCESSING - ICIAP 2015 WORKSHOPS, 2015, 9281 : 51 - 58
  • [5] An approach to hand biometrics in mobile devices
    de Santos Sierra, Alberto
    Sanchez-Avila, Carmen
    Mendaza Ormaza, Aitor
    Guerra Casanova, Javier
    [J]. SIGNAL IMAGE AND VIDEO PROCESSING, 2011, 5 (04) : 469 - 475
  • [6] An approach to hand biometrics in mobile devices
    Alberto de Santos Sierra
    Carmen Sánchez-Ávila
    Aitor Mendaza Ormaza
    Javier Guerra Casanova
    [J]. Signal, Image and Video Processing, 2011, 5 : 469 - 475
  • [7] An approach to SWIR hyperspectral hand biometrics
    Ferrer, Miguel A.
    Morales, Aythami
    Diaz, Alba
    [J]. INFORMATION SCIENCES, 2014, 268 : 3 - 19
  • [8] Flooding-based segmentation for contactless hand biometrics oriented to mobile devices
    Bailador, Gonzalo
    Rios-Sanchez, Belen
    Sanchez-Reillo, Raul
    Ishikawa, Hiroshi
    Sanchez-Avila, Carmen
    [J]. IET BIOMETRICS, 2018, 7 (05) : 431 - 438
  • [9] Gaussian Multiscale Aggregation Applied to Segmentation in Hand Biometrics
    de Santos Sierra, Alberto
    Sanchez Avila, Carmen
    Guerra Casanova, Javier
    Bailador del Pozo, Gonzalo
    [J]. SENSORS, 2011, 11 (12) : 11141 - 11156
  • [10] Hand biometrics
    Yoeruek, Erdem
    Dutagaci, Helin
    Sankur, Buelent
    [J]. IMAGE AND VISION COMPUTING, 2006, 24 (05) : 483 - 497
12345