• DocumentCode
    2873241
  • Title

    Research of license plate recognition based on improved BP neural network

  • Author

    Chen, Ning ; Xing, Li

  • Author_Institution
    Coll. of Comput. Sci., Xi´´an Polytech. Univ., Xi´´an, China
  • Volume
    11
  • fYear
    2010
  • fDate
    22-24 Oct. 2010
  • Abstract
    The paper considers a new design of BP neural network for license plate recognition. The primary contribution of the paper is in proposing an improved neural network structure, which combines the nowadays-new license plate features with the existing license plate recognition based on BP neural network. Furthermore the back propagation-learning rate and recognition rate of the BP neural network are improved; consequently study time is reduced. The experimental result shows that the new network structure can yield robustness and effectiveness on character recognition.
  • Keywords
    backpropagation; neural nets; object recognition; traffic engineering computing; BP neural network; back propagation-learning rate; character recognition; license plate recognition; recognition rate; Artificial neural networks; Character recognition; Image recognition; Licenses; Modeling; Training; Transfer functions; BP neural networks; character recognition; license plates recognition;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Application and System Modeling (ICCASM), 2010 International Conference on
  • Conference_Location
    Taiyuan
  • Print_ISBN
    978-1-4244-7235-2
  • Electronic_ISBN
    978-1-4244-7237-6
  • Type

    conf

  • DOI
    10.1109/ICCASM.2010.5623160
  • Filename
    5623160