Field Programmable Gate Array System for Real-time IRIS Recognition

被引:0
|
作者
Hematian, Amirshahram [1 ]
Manaf, Azizah Abdul [1 ]
Chuprat, Suriayati [1 ]
Khaleghparast, Reza [1 ]
机构
[1] Univ Teknol Malaysia, Adv Informat Sch, Johor Baharu, Johor, Malaysia
关键词
Biometrics; FPGA; Identification; Iris Recognition; Pattern matching;
D O I
暂无
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Iris recognition is one of the most flawless recognition methods in biometrics. However, most of iris recognition algorithms are implemented based on sequential operations running on central processing units (CPUs). In this article we propose a prototype design for iris recognition based on field-programmable gate array (FPGA) in order to improve iris recognition performance by parallel computing. Time-consuming iris recognition sub-processes are fully implemented in parallel to achieve optimum performance. Unlike commonly used iris recognition methods that first capture a single image of an eye and then start the recognition process, we achieved to speed up the iris recognition process by localizing the pupil and the iris boundaries, unwrapping the iris image and extracting features of the iris image while image capturing was in progress. Consequently, live images from human eye can be processed continuously without any delay. We conclude that iris recognition acceleration by parallel computing can be a complete success when it is implemented on low-cost FPGAs.
引用
收藏
页码:33 / 38
页数:6
相关论文
共 50 条
  • [1] Real-time optical character recognition on field programmable gate array for automatic number plate recognition system
    Zhai, Xiaojun
    Bensaali, Faycal
    Sotudeh, Reza
    [J]. IET CIRCUITS DEVICES & SYSTEMS, 2013, 7 (06) : 337 - 344
  • [2] Real-time video surveillance system using a field programmable gate array
    Benkhalil, A
    Ipson, S
    Booth, W
    [J]. INTERNATIONAL JOURNAL OF IMAGING SYSTEMS AND TECHNOLOGY, 2000, 11 (02) : 130 - 137
  • [3] REAL-TIME IMAGE ACQUISITION AND DISPLAY SYSTEM BASED ON FIELD PROGRAMMABLE GATE ARRAY
    Yang, Yaping
    Wang, Bo
    Liu, Yongtao
    [J]. JOURNAL OF THE BALKAN TRIBOLOGICAL ASSOCIATION, 2016, 22 (02): : 1085 - 1091
  • [4] Real-Time Source Separation on a Field Programmable Gate Array Platform
    Hanson, Valerie S.
    Odame, Kofi M.
    [J]. 2012 ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC), 2012, : 2925 - 2928
  • [5] Formal verification methodology for real-time Field Programmable Gate Array
    Jabeen, Shaista
    Srinivasan, Sudarshan
    Shuja, Sana
    [J]. IET COMPUTERS AND DIGITAL TECHNIQUES, 2017, 11 (05): : 197 - 203
  • [6] Real-time field programmable gate array architecture for computer vision
    Arias-Estrada, M
    Torres-Huitzil, C
    [J]. JOURNAL OF ELECTRONIC IMAGING, 2001, 10 (01) : 289 - 296
  • [7] Digital real-time correlator implemented by field programmable gate array
    Yang, Yan
    Shen, Jin
    Liu, Wei
    Cheng, Yanting
    [J]. CISP 2008: FIRST INTERNATIONAL CONGRESS ON IMAGE AND SIGNAL PROCESSING, VOL 1, PROCEEDINGS, 2008, : 149 - 151
  • [8] An Field Programmable Gate Array Based Embedded Vision System for Real-Time Motion Detection
    AlDahoul, Nouar
    Htike, Zaw Zaw
    [J]. ADVANCED SCIENCE LETTERS, 2015, 21 (11) : 3569 - 3573
  • [9] REAL-TIME CLASSIFICATION OF OBJECTS BY COLOR USING FIELD PROGRAMMABLE GATE ARRAY
    Tamayo Monsalve, Manuel Alejandro
    Montes Castrillon, Nubia Liliana
    Osorio Londono, Gustavo Adolfo
    [J]. REVISTA DE INVESTIGACIONES-UNIVERSIDAD DEL QUINDIO, 2012, 23 (01): : 33 - 39
  • [10] Real-time correlating autotracker realized with FPGA (Field Programmable Gate Array)
    AnJun, P
    JiangTao, W
    ZhenFu, Z
    [J]. APPLICATIONS OF DIGITAL IMAGE PROCESSING XX, 1997, 3164 : 627 - 633