Automatic License Plate Recognition: A Comparative Study

被引:0
|
作者
Ahmad, Imran Shafiq [1 ]
Boufama, Boubakeur [1 ]
Habashi, Pejman [1 ]
Anderson, William [2 ]
Elamsy, Tarik [1 ]
机构
[1] Univ Windsor, Sch Comp Sci, Windsor, ON N9B 3P4, Canada
[2] Univ Windsor, Cross Border Inst, Windsor, ON N9B 3P4, Canada
关键词
Automatic License plate recognition; ALPR; Automatic number plate recognition; ANPR; OCR; SEGMENTATION;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Automatic license plate recognition (ALPR) is the process of locating and extracting vehicles plate information from images or videos. The extracted information is essential for several everyday applications, ranging from automated payment services (e.g. parking and toll roads payment collection) to more critical applications, like border crossing security and traffic surveillance systems. Various solutions have been proposed for the ALPR problem, with many available commercial packages. However, amid plate variations from place to place, ALPR systems tend to be region-specific. There is no general solution that works effectively everywhere for every province/state or country. In this paper, we have reviewed a set of state-of-the-art ALPR methods and, compared their respective performances by testing them on a rich database of vehicles from Ontario (Canada).
引用
收藏
页码:635 / 640
页数:6
相关论文
共 50 条
  • [1] Automatic license plate recognition
    Chang, SL
    Chen, LS
    Chung, YC
    Chen, SW
    IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2004, 5 (01) : 42 - 53
  • [2] LICENSE PLATE RECOGNITION TECHNIQUES: COMPARATIVE STUDY
    Abdullah, Munaisyah
    Al-Nawah, Salah Mohammed
    Osman, Husna
    Jaffar, Jasrina
    MALAYSIAN JOURNAL OF COMPUTER SCIENCE, 2021, : 94 - 105
  • [3] Effects of License Plate Attributes on Automatic License Plate Recognition
    Findley, Daniel J.
    Cunningham, Christopher M.
    Chang, Jeffrey C.
    Hovey, Kyle A.
    Corwin, Michael A.
    TRANSPORTATION RESEARCH RECORD, 2013, (2327) : 34 - 44
  • [4] Automatic License Plate Recognition System
    Bo Li
    Zeng, Zhi-yuan
    Dong, Hua-li
    Zeng, Xiao-ming
    INFORMATION TECHNOLOGY FOR MANUFACTURING SYSTEMS, PTS 1 AND 2, 2010, : 438 - 444
  • [5] License Plate Verification Method For Automatic License Plate Recognition Systems
    Amirgaliyev, B. Y.
    Kuatov, K. K.
    Baibatyr, Z. Y.
    Kenshimov, C. A.
    Kairanbay, M. Z.
    Jantassov, A. K.
    2015 TWELVE INTERNATIONAL CONFERENCE ON ELECTRONICS COMPUTER AND COMPUTATION (ICECCO), 2015, : 153 - 155
  • [6] Automatic license plate location and recognition
    Chen, Z. X.
    Liu, C. Y.
    Wang, G. Y.
    Liu, J. G.
    INDIAN JOURNAL OF ENGINEERING AND MATERIALS SCIENCES, 2007, 14 (05) : 337 - 345
  • [7] Automatic license plate recognition: A review
    Jia, WJ
    He, XJ
    Piccardi, M
    CISST '04: PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON IMAGING SCIENCE, SYSTEMS, AND TECHNOLOGY, 2004, : 43 - 49
  • [8] A Comparative Study on Different License Plate Recognition Algorithms
    Sharifi, Hadi
    Shahbahrami, Asadollah
    DIGITAL INFORMATION AND COMMUNICATION TECHNOLOGY AND ITS APPLICATIONS, PT II, 2011, 167 (02): : 686 - +
  • [9] Automatic Recognition for Arbitrarily Tilted License Plate
    Lu, Nanxue
    Yang, Wei
    Meng, Ajin
    Xu, Zhenbo
    Huang, Huan
    Huang, Liusheng
    PROCEEDINGS OF 2018 THE 2ND INTERNATIONAL CONFERENCE ON VIDEO AND IMAGE PROCESSING (ICVIP 2018), 2018, : 23 - 28
  • [10] Automatic recognition of car license plate numbers
    Chen, MY
    Wong, EK
    PROCEEDINGS OF THE 8TH JOINT CONFERENCE ON INFORMATION SCIENCES, VOLS 1-3, 2005, : 745 - 748