Improving Fingerprint Matching Using an Orientation-Based Minutia Descriptor

被引：0
|
作者：
Angel Medina-Perez, Miguel [1 ]
Gutierrez-Rodriguez, Andres [1 ]
Garcia-Borroto, Milton [1 ]
机构：
[1] Ctr Bioplantas, C De Avila, Cuba
来源：
PROGRESS IN PATTERN RECOGNITION, IMAGE ANALYSIS, COMPUTER VISION, AND APPLICATIONS, PROCEEDINGS | 2009年 / 5856卷
关键词：
biometrics; fingerprint matching; orientation-based minutia descriptor;
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 reviews a well-known fingerprint matching algorithm that uses an orientation-based minutia descriptor. It introduces a set of improvements to the algorithm that increase the accuracy and speed, using the same features. The most significant improvement is in the global minutiae matching step, reducing the number of local matching minutiae and using multiple minutiae pairs for fingerprint alignment. We conduct a series of experiments over the four databases of FVC2004, showing that the modified algorithm outperforms its predecessor and other algorithms proposed in the literature.
引用
收藏
页码：121 / 128
页数：8
相关论文
共 50 条
  • [31] Filterbank-based fingerprint matching
    Jain, AK
    Prabhakar, S
    Hong, L
    Pankanti, S
    IEEE TRANSACTIONS ON IMAGE PROCESSING, 2000, 9 (05) : 846 - 859
  • [32] Structure-based fingerprint matching using optimal Gabor filters
    Hui, H
    Zhou, H
    Wang, LY
    ELECTRONIC IMAGING AND MULTIMEDIA TECHNOLOGY III, 2002, 4925 : 22 - 28
  • [33] Empirical Evaluation of Fingerprints Matching Strategies Based on Minutia Cylinder-Code
    Baig, Wajih Ullah
    Ellahi, Waqas
    Sardar, Kashif
    Raza, Mohsin
    Ejaz, Adeel
    Ali, Kamran
    2018 INTERNATIONAL CONFERENCE ON COMPUTING, ELECTRONIC AND ELECTRICAL ENGINEERING (ICE CUBE), 2018,
  • [34] Exploring fingerprint matching through a topology-based perspective
    Gavrilova, Marina L.
    INTERNATIONAL JOURNAL OF BIOMETRICS, 2008, 1 (01) : 20 - 35
  • [35] An advanced fingerprint matching using minutiae-based indirect local features
    Tauheed Ahmed
    Monalisa Sarma
    Multimedia Tools and Applications, 2018, 77 : 19931 - 19950
  • [36] A fingerprint matching method using DCT features
    Tachaphetpiboon, S
    Amornraksa, T
    International Symposium on Communications and Information Technologies 2005, Vols 1 and 2, Proceedings, 2005, : 446 - 449
  • [37] Coarse Fingerprint Registration Using Orientation Fields
    Neil Yager
    Adnan Amin
    EURASIP Journal on Advances in Signal Processing, 2005
  • [38] An advanced fingerprint matching using minutiae-based indirect local features
    Ahmed, Tauheed
    Sarma, Monalisa
    MULTIMEDIA TOOLS AND APPLICATIONS, 2018, 77 (15) : 19931 - 19950
  • [39] Fingerprint Matching Algorithm Based on Fuzzy Similarity
    Zhu Guiliang
    Song Ruifang
    Zhang Xiaoqiang
    Fan Xuehui
    MATERIALS SCIENCE AND INFORMATION TECHNOLOGY, PTS 1-8, 2012, 433-440 : 3495 - +
  • [40] A NEW FINGERPRINT MATCHING ALGORITHM BASED ON MINUTIAE
    Li, Xuzhou
    Yu, Fei
    PROCEEDINGS OF 2009 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS TECHNOLOGY AND APPLICATIONS, 2009, : 869 - 873
12345