AUTOMATIC NUMBER PLATE RECOGNITION SYSTEM FOR VEHICLE IDENTIFICATION USING OPTICAL CHARACTER RECOGNITION

被引:67
|
作者
Qadri, Muhammad Tahir [1 ]
Asif, Muhammad [1 ]
机构
[1] Sir Syed Univ Engn & Technol, Dept Elect Engn, Karachi, Pakistan
关键词
Number Plate Recognition; vehicle identification; optical character recognition; Character Recognition;
D O I
10.1109/ICETC.2009.54
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Automatic Number Plate Recognition (ANPR) is an image processing technology which uses number (license) plate to identify the vehicle. The objective is to design an efficient automatic authorized vehicle identification system by using the vehicle number plate. The system is implemented on the entrance for security control of a highly restricted area like military zones or area around top government offices e.g. Parliament, Supreme Court etc. The developed system first detects the vehicle and then captures the vehicle image. Vehicle number plate region is extracted using the image segmentation in an image. Optical character recognition technique is used for the character recognition. The resulting data is then used to compare with the records on a database so as to come up with the specific information like the vehicle's owner, place of registration, address, etc. The system is implemented and simulated in Matlab, and it performance is tested on real image. It is observed from the experiment that the developed system successfully detects and recognize the vehicle number plate on real images.
引用
收藏
页码:335 / 338
页数:4
相关论文
共 50 条
  • [1] Automatic Number Plate Recognition System for Vehicle Identification
    Patil, Prashanth
    Kanagasabapathi, C.
    Yellampalli, Siva S.
    2017 INTERNATIONAL CONFERENCE ON ELECTRICAL, ELECTRONICS, COMMUNICATION, COMPUTER, AND OPTIMIZATION TECHNIQUES (ICEECCOT), 2017, : 431 - 434
  • [2] Optical character recognition on heterogeneous SoC for HD automatic number plate recognition system
    Ali Farhat
    Omar Hommos
    Ali Al-Zawqari
    Abdulhadi Al-Qahtani
    Faycal Bensaali
    Abbes Amira
    Xiaojun Zhai
    EURASIP Journal on Image and Video Processing, 2018
  • [3] Optical character recognition on heterogeneous SoC for HD automatic number plate recognition system
    Farhat, Ali
    Hommos, Omar
    Al-Zawqari, Ali
    Al-Qahtani, Abdulhadi
    Bensaali, Faycal
    Amira, Abbes
    Zhai, Xiaojun
    EURASIP JOURNAL ON IMAGE AND VIDEO PROCESSING, 2018,
  • [4] Exhaustive Security System Based on Face Recognition Incorporated with Number Plate Identification using Optical Character Recognition
    Zaheen, Muhammad Yasir
    Mohi-U-Din, Zia
    Siddique, Ali Akbar
    Qadri, Muhammad Tahir
    MEHRAN UNIVERSITY RESEARCH JOURNAL OF ENGINEERING AND TECHNOLOGY, 2020, 39 (01) : 145 - 152
  • [5] Automatic Vehicle Number Recognition System using Character Segmentation and Morphological algorithm
    Vijayalakshmi, N.
    Sindhu, S.
    Suriya, S.
    PROCEEDINGS OF 2020 IEEE INTERNATIONAL CONFERENCE ON ADVANCES AND DEVELOPMENTS IN ELECTRICAL AND ELECTRONICS ENGINEERING (ICADEE), 2020, : 127 - 131
  • [6] Automatic Vehicle Identification by Plate Recognition
    Ozbay, Serkan
    Ercelebi, Ergun
    PROCEEDINGS OF WORLD ACADEMY OF SCIENCE, ENGINEERING AND TECHNOLOGY, VOL 9, 2005, 9 : 222 - 225
  • [7] Automatic character plate recognition system
    Volna, Eva
    Kotyrba, Martin
    JOURNAL OF INFORMATION ASSURANCE AND SECURITY, 2014, 9 (04): : 177 - 185
  • [8] Automatic Vehicle Number Plate Detection And Recognition
    Prabhakar, Priyanka
    Anupama, P.
    Resmi, S. R.
    2014 INTERNATIONAL CONFERENCE ON CONTROL, INSTRUMENTATION, COMMUNICATION AND COMPUTATIONAL TECHNOLOGIES (ICCICCT), 2014, : 185 - 190
  • [9] Real-time optical character recognition on field programmable gate array for automatic number plate recognition system
    Zhai, Xiaojun
    Bensaali, Faycal
    Sotudeh, Reza
    IET CIRCUITS DEVICES & SYSTEMS, 2013, 7 (06) : 337 - 344
  • [10] Sudanese License Plate Identification using Automatic Number Plate Recognition
    Mubarak, Hussni
    Ibrahim, Ashraf Osman
    Elwasila, Amna
    Bushra, Sara
    2017 JOINT INTERNATIONAL CONFERENCE ON INFORMATION AND COMMUNICATION TECHNOLOGIES FOR EDUCATION AND TRAINING AND INTERNATIONAL CONFERENCE ON COMPUTING IN ARABIC (ICCA-TICET), 2017,