Feature-Level Fusion of Finger Veins and Finger Dorsal Texture for Personal Authentication Based on Orientation Selection

被引:8
|
作者
Yang, Wenming [1 ,2 ]
Ma, Guoli [1 ,2 ]
Zhou, Fei [1 ,2 ]
Liao, Qingmin [1 ,2 ]
机构
[1] Shenzhen Engn Lab IS & DRM, Shenzhen Key Lab Informat Sci & Tech, Shenzhen, Guangdong, Peoples R China
[2] Tsinghua Univ, Grad Sch Shenzhen, Dept Elect Engn, Beijing 100084, Peoples R China
来源
IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS | 2014年 / E97D卷 / 05期
关键词
feature-level fusion; finger vein; finger dorsal texture; orientation selection;
D O I
10.1587/transinf.E97.D.1371
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This study proposes a feature-level fusion method that uses finger veins (FVs) and finger dorsal texture (FDT) for personal authentication based on orientation selection (OS). The orientation codes obtained by the filters correspond to different parts of an image (foreground or background) and thus different orientations offer different levels of discrimination performance. We have conducted an orientation component analysis on both FVs and FDT. Based on the analysis, an OS scheme is devised which combines' the discriminative orientation features of both modalities. Our experiments demonstrate the effectiveness of the proposed method.
引用
收藏
页码:1371 / 1373
页数:3
相关论文
共 50 条
  • [1] Feature-level fusion of major and minor dorsal finger knuckle patterns for person authentication
    Attia, Abdelouahab
    Akhtar, Zahid
    Chahir, Youssef
    SIGNAL IMAGE AND VIDEO PROCESSING, 2021, 15 (04) : 851 - 859
  • [2] Feature-level fusion of major and minor dorsal finger knuckle patterns for person authentication
    Abdelouahab Attia
    Zahid Akhtar
    Youssef Chahir
    Signal, Image and Video Processing, 2021, 15 : 851 - 859
  • [3] Feature-level fusion of fingerprint and finger-vein for personal identification
    Yang, Jinfeng
    Zhang, Xu
    PATTERN RECOGNITION LETTERS, 2012, 33 (05) : 623 - 628
  • [4] FUSION OF FINGER VEIN AND FINGER DORSAL TEXTURE FOR PERSONAL IDENTIFICATION BASED ON COMPARATIVE COMPETITIVE CODING
    Yang, Wenming
    Huang, Xiaola
    Liao, Qingmin
    2012 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP 2012), 2012, : 1141 - 1144
  • [5] Finger-vein and fingerprint recognition based on a feature-level fusion method
    Yang, Jinfeng
    Hong, Bofeng
    FIFTH INTERNATIONAL CONFERENCE ON DIGITAL IMAGE PROCESSING (ICDIP 2013), 2013, 8878
  • [6] Comparative competitive coding for personal identification by using finger vein and finger dorsal texture fusion
    Yang, Wenming
    Huang, Xiaola
    Zhou, Fei
    Liao, Qingmin
    INFORMATION SCIENCES, 2014, 268 : 20 - 32
  • [7] Finger multi-biometric cryptosystem using feature-level fusion
    Lu, Li
    Peng, Jialiang
    International Journal of Signal Processing, Image Processing and Pattern Recognition, 2014, 7 (03) : 223 - 235
  • [8] Fusion of Finger Vein Images, at Score Level, for Personal Authentication
    Subramaniam, Bharathi
    Krishnan, Sudha, V
    Radhakrishnan, Sudhakar
    Balas, Valentina E.
    ACTA POLYTECHNICA HUNGARICA, 2024, 21 (06) : 53 - 68
  • [9] Feature-level Fusion of Global and Local Features for Finger-vein Recognition
    Yang, Jinfeng
    Zhang, Xu
    2010 IEEE 10TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING PROCEEDINGS (ICSP2010), VOLS I-III, 2010, : 1702 - 1705
  • [10] Feature-level fusion in personal identification
    Gao, Y
    Maggs, M
    2005 IEEE COMPUTER SOCIETY CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION, VOL 1, PROCEEDINGS, 2005, : 468 - 473