FPGA-based minutia matching for biometric fingerprint image database retrieval

被引:18
|
作者
Jiang, Richard M. [1 ]
Crookes, Danny [1 ]
机构
[1] Queens Univ Belfast, Inst Elect Commun & Informat Technol, Sch Elect Elect Engn & Comp Sci, Belfast, Antrim, North Ireland
关键词
Biometric image retrieval; Fingerprint matching; Reconfigurable computing;
D O I
10.1007/s11554-008-0079-8
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper, a parallel-matching processor architecture with early jump-out (EJO) control is proposed to carry out high-speed biometric fingerprint database retrieval. The processor performs the fingerprint retrieval by using minutia point matching. An EJO method is applied to the proposed architecture to speed up the large database retrieval. The processor is implemented on a Xilinx Virtex-E, and occupies 6,825 slices and runs at up to 65 MHz. The software/hardware co-simulation benchmark with a database of 10,000 fingerprints verifies that the matching speed can achieve the rate of up to 1.22 million fingerprints per second. EJO results in about a 22% gain in computing efficiency.
引用
收藏
页码:177 / 182
页数:6
相关论文
共 50 条
  • [1] FPGA-based minutia matching for biometric fingerprint image database retrieval
    Richard M. Jiang
    Danny Crookes
    [J]. Journal of Real-Time Image Processing, 2008, 3 : 177 - 182
  • [2] FPGA-based acceleration of fingerprint minutiae matching
    Lindoso, Almudena
    Entrena, Litis
    Izquierdo, Juan
    [J]. 2007 3RD SOUTHERN CONFERENCE ON PROGRAMMABLE LOGIC, PROCEEDINGS, 2007, : 81 - +
  • [3] The fingerprint image noise reducing and minutia matching in verification
    Jin, SP
    Zeng, ML
    Chen, DF
    [J]. WAVELET ANALYSIS AND ITS APPLICATIONS (WAA), VOLS 1 AND 2, 2003, : 774 - 779
  • [4] Private Minutia-Based Fingerprint Matching
    Sarier, Neyire Deniz
    [J]. INFORMATION SECURITY THEORY AND PRACTICE, WISTP 2015, 2015, 9311 : 52 - 67
  • [5] Biometric Encryption using Fingerprint Fuzzy Vault for FPGA-based Embedded Systems
    Bakhteri, Rabia
    Hani, Mohamed Khalil
    [J]. TENCON 2009 - 2009 IEEE REGION 10 CONFERENCE, VOLS 1-4, 2009, : 1618 - 1622
  • [6] A Fingerprint Matching Algorithm of Minutia Based on Local Characteristic
    Zang, Jiong
    Yuan, Jie
    Shi, Fei
    Du, Si-dan
    [J]. ICNC 2008: FOURTH INTERNATIONAL CONFERENCE ON NATURAL COMPUTATION, VOL 4, PROCEEDINGS, 2008, : 13 - 17
  • [7] Fingerprint Matching based on Global Minutia Cylinder Code
    Luo, Yuxuan
    Feng, Jianjiang
    Zhou, Jie
    [J]. 2014 IEEE/IAPR INTERNATIONAL JOINT CONFERENCE ON BIOMETRICS (IJCB 2014), 2014,
  • [8] A low-cost FPGA-based embedded fingerprint verification and matching system
    Barrenechea, Maitane
    Altuna, Jon
    San Miguel, Miguel
    [J]. PROCEEDINGS OF THE FIFTH WORKSHOP ON INTELLIGENT SOLUTIONS IN EMBEDDED SYSTEMS, 2007, : 259 - +
  • [9] A Robust and Efficient Minutia-based Fingerprint Matching Algorithm
    Wen, Wen
    Qi, Zhi
    Li, Zhi
    Zhang, Junhao
    Gong, Yu
    Cao, Peng
    [J]. 2013 SECOND IAPR ASIAN CONFERENCE ON PATTERN RECOGNITION (ACPR 2013), 2013, : 201 - 205
  • [10] Fingerprint matching using an orientation-based minutia descriptor
    Tico, M
    Kuosmanen, P
    [J]. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2003, 25 (08) : 1009 - 1014