Finger-vein ROI localization and vein ridge enhancement

被引:138
作者
Yang, Jinfeng [1 ]
Shi, Yihua [1 ]
机构
[1] Civil Aviat Univ China, Tianjin Key Lab Adv Signal Proc, Tianjin, Peoples R China
关键词
Finger-vein; Biometrics; ROI localization; Gabor filter; Vein enhancement; GABOR FILTER; IMAGE; RESTORATION; EXTRACTION;
D O I
10.1016/j.patrec.2012.04.018
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Finger-vein based biometrics, as a new approach to personal identification, has received much attention in recent years. However, the poor visibility of finger-vein imageries is really not beneficial for deepening the understanding of finger-vein characteristics. Moreover, unreliable finger-vein region of interest (ROI) localization can also heavily degrade the performance of a finger-vein based recognition system in practical scenario. Hence, in this paper, we first introduces a new and robust approach for finger-vein ROI localization, and then proposes a new scheme for effectively improving the visibility of finger-vein imageries. Extensive experiments are finally conducted to validate the proposed method. (C) 2012 Elsevier B.V. All rights reserved.
引用
收藏
页码:1569 / 1579
页数:11
相关论文
共 30 条
  • [21] Vessel enhancement filter using directional filter bank
    Truc, Phan T. H.
    Khan, Md. A. U.
    Lee, Young-Koo
    Lee, Sungyoung
    Kim, Tae-Seong
    [J]. COMPUTER VISION AND IMAGE UNDERSTANDING, 2009, 113 (01) : 101 - 112
  • [22] Vlachos M, 2008, LECT NOTES COMPUT SC, V5008, P393
  • [23] [王科俊 WANG KeJun], 2007, [模式识别与人工智能, Pattern Recognition and Artificial Intelligence], V20, P692
  • [24] Driver identification using finger-vein patterns with Radon transform and neural network
    Wu, Jian-Da
    Ye, Siou-Huan
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2009, 36 (03) : 5793 - 5799
  • [25] Finger-Vein Segmentation Based on Multi-channel Even-symmetric Gabor Filters
    Yang, Jinfeng
    Yang, Jinli
    Shi, Yihua
    [J]. 2009 IEEE INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTING AND INTELLIGENT SYSTEMS, PROCEEDINGS, VOL 4, 2009, : 500 - 503
  • [26] Yang JF, 2009, LECT NOTES COMPUT SC, V5754, P346, DOI 10.1007/978-3-642-04070-2_39
  • [27] Yang JW, 2003, PATTERN RECOGN LETT, V24, P1805, DOI [10.1016/S0167-8655(03)00005-9, 10.1010/S0167-8655(03)00005-9]
  • [28] Zhang ZB, 2005, PROCEEDINGS OF THE 2005 INTERNATIONAL CONFERENCE ON NEURAL NETWORKS AND BRAIN, VOLS 1-3, P1081
  • [29] Infrared Imaging of subcutaneous veins
    Zharov, VP
    Ferguson, S
    Eidt, JF
    Howard, PC
    Fink, LM
    Waner, M
    [J]. LASERS IN SURGERY AND MEDICINE, 2004, 34 (01) : 56 - 61
  • [30] Scale multiplication in odd Gabor transform domain for edge detection
    Zhu, Zhenfeng
    Lu, Hanqing
    Zhao, Yao
    [J]. JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION, 2007, 18 (01) : 68 - 80