• DocumentCode
    1776142
  • Title

    Automatic vehicle number plate detection and recognition

  • Author

    Prabhakar, Priyanka ; Anupama, P. ; Resmi, S.R.

  • fYear
    2014
  • fDate
    10-11 July 2014
  • Firstpage
    185
  • Lastpage
    190
  • Abstract
    License plate recognition (LPR) plays a significant role throughout this busy world, owing to the rise in vehicles day by day. Stealing of vehicles, breaking traffic rules, coming into restricted space also are increasing linearly, thus to dam this act registration code recognition is intended. Among the fundamental process steps such as detection of number plate, segmentation of characters and recognition of each characters, segmentation plays an important art, since the accuracy of recognition is based on how perfect the segmentation is done. To avoid problems like unwanted illumination, tilt that degrades the segmentation which in turn affects the recognition accuracy numerous algorithms are developed for this work. This paper presents a strong technique for localisation, segmentation and recognition of the characters within the located plate. Images from still cameras or videos are obtained and regenerated in to grayscale images. Hough lines are determined using Hough transform and therefore the segmentation of grey scale image generated by finding edges for smoothing image is employed to cut back the quantity of connected part and then connected part is calculated. Finally, single character within the registration code is detected. The aim is to indicate that the planned technique achieved high accuracy by optimizing numerous parameters that has higher recognition rate than the standard ways.
  • Keywords
    Hough transforms; character recognition; image colour analysis; image segmentation; object detection; road vehicles; smoothing methods; traffic engineering computing; Hough lines; Hough transform; LPR; automatic vehicle number plate detection; automatic vehicle number plate recognition; characters localisation; characters recognition; characters segmentation; grayscale images; license plate recognition; registration code recognition; smoothing image; vehicles; Character recognition; Computers; Image edge detection; Image segmentation; Licenses; Transforms; Vehicles; license plate; noise and filter; recognition; segmentation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control, Instrumentation, Communication and Computational Technologies (ICCICCT), 2014 International Conference on
  • Conference_Location
    Kanyakumari
  • Print_ISBN
    978-1-4799-4191-9
  • Type

    conf

  • DOI
    10.1109/ICCICCT.2014.6992954
  • Filename
    6992954