• DocumentCode
    2906397
  • Title

    Automatic car registration plate recognition using fast Hough transform

  • Author

    Gendy, Shokri ; Smith, Clifton L. ; Lachowicz, Stefan

  • Author_Institution
    Sch. of Eng., Edith Cowan Univ., Perth, WA, Australia
  • fYear
    1997
  • fDate
    15-17 Oct 1997
  • Firstpage
    209
  • Lastpage
    218
  • Abstract
    The development of automatic car registration plate recognition will provide greater efficiency for vehicle monitoring in automatic zone access control. Plate recognition will avoid the need to equip vehicles with special RF tags, since all vehicles possess a unique registration number plate. Also the proposed recognition system can be used in conjunction with a tag system for higher security. There are a number of techniques which have been used for car registration plate characters recognition. These systems include BAM (Bi-directional Associative Memories) neural network character recognition and pattern matching of characters as two character recognition techniques which will be discussed in this paper. The object of this paper is to explore the potential of using Fast Hough Transform (FHT) in vehicle registration plate recognition. Image processing techniques have been used to extract plate characters, then FHT algorithm is applied to every character in the image for recognition and identification. The FHT used in the paper is an efficient, fast and simple algorithm to identify characters, without requiring a relatively large memory
  • Keywords
    Hough transforms; associative processing; neural nets; optical character recognition; police data processing; automatic car registration plate recognition; automatic zone access control; bi-directional associative memories neural network character recognition; fast Hough transform; image processing techniques; tag system; vehicle monitoring; Access control; Associative memory; Bidirectional control; Character recognition; Computerized monitoring; Magnesium compounds; Neural networks; Pattern matching; Radio frequency; Vehicles;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Security Technology, 1997. Proceedings. The Institute of Electrical and Electronics Engineers 31st Annual 1997 International Carnahan Conference on
  • Conference_Location
    Canberra, ACT
  • Print_ISBN
    0-7803-3913-4
  • Type

    conf

  • DOI
    10.1109/CCST.1997.626271
  • Filename
    626271