Finger-Vein Recognition Based on a Bank of Gabor Filters

被引：0
|
作者：
Yang, Jinfeng [1 ]
Shi, Yihua [1 ]
Yang, Jinli [1 ]
机构：
[1] Civil Aviat Univ China, Tianjin Key Lab Adv Signal Proc, Tianjin 300300, Peoples R China
来源：
COMPUTER VISION - ACCV 2009, PT I | 2010年 / 5994卷
关键词：
Biometrics; finger-vein recognition; Gabor filter; FEATURE-EXTRACTION; RESOLUTION;
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：
This paper presents a new finger-vein based method of personal identification. A reliable finger-vein region suitable for recognition is first acquired using our homemade imaging system. To exploit the finger-vein characteristics with high randomicity, a bank of Gabor filters specific to finger-vein analysis is then designed. Based on the spatial filtered images, finger-vein feature vectors are constructed for describing finger-vein characteristics in two filter scales. Finally, a fusion scheme in decision level is adopted to improve the reliability of identification. Experimental results are given to show the effectiveness of the proposed method in personal identification.
引用
收藏
页码：374 / 383
页数：10
相关论文
共 50 条
  • [21] Finger-Vein Recognition Based on Deep DenseNet Using Composite image
    Song, Jong Min
    Kim, Wan
    Park, Kang Ryoung
    IEEE ACCESS, 2019, 7 : 66845 - 66863
  • [22] GAN-Based Image Augmentation for Finger-Vein Biometric Recognition
    Zhang, Jianfeng
    Lu, Zhiying
    Li, Min
    Wu, Haopeng
    IEEE ACCESS, 2019, 7 : 183118 - 183132
  • [23] New Finger-vein Recognition Method Based on Image Quality Assessment
    Dat Tien Nguyen
    Park, Young Ho
    Shin, Kwang Yong
    Park, Kang Ryoung
    KSII TRANSACTIONS ON INTERNET AND INFORMATION SYSTEMS, 2013, 7 (02): : 347 - 365
  • [24] A NOVEL FINGER-VEIN RECOGNITION METHOD WITH FEATURE COMBINATION
    Yang, Jinfeng
    Shi, Yihua
    Yang, Jinli
    Jiang, Lihui
    2009 16TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOLS 1-6, 2009, : 2709 - 2712
  • [25] A Template Generation and Improvement Approach for Finger-Vein Recognition
    Qin, Huafeng
    Wang, Peng
    INFORMATION, 2019, 10 (04)
  • [26] New Verification Strategy for Finger-Vein Recognition System
    Hsia, Chih-Hsien
    IEEE SENSORS JOURNAL, 2018, 18 (02) : 790 - 797
  • [27] Finger-vein recognition with modified binary tree model
    Tong Liu
    Jianbin Xie
    Wei Yan
    Peiqin Li
    Huanzhang Lu
    Neural Computing and Applications, 2015, 26 : 969 - 977
  • [28] Finger-vein recognition with modified binary tree model
    Liu, Tong
    Xie, Jianbin
    Yan, Wei
    Li, Peiqin
    Lu, Huanzhang
    NEURAL COMPUTING & APPLICATIONS, 2015, 26 (04): : 969 - 977
  • [29] Region growth-based feature extraction method for finger-vein recognition
    Qin, Huafeng
    Qin, Lan
    Yu, Chengbo
    OPTICAL ENGINEERING, 2011, 50 (05)
  • [30] Face recognition using bank of gabor filters
    Mohsin, Syed Maajid
    Javed, Muhammad Younus
    Anjum, Almas
    SECOND INTERNATIONAL CONFERENCE ON EMERGING TECHNOLOGIES 2006, PROCEEDINGS, 2006, : 144 - 150
12345