• DocumentCode
    1799421
  • Title

    Enhancement and license plate detection in nighttime scenes using LDR images fusion from a single input image

  • Author

    Soo-Chang Pei ; Chi-Yin Wang

  • Author_Institution
    Grad. Inst. of Commun. Eng., Nat. Taiwan Univ., Taipei, Taiwan
  • fYear
    2014
  • fDate
    14-18 July 2014
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    The incidence of traffic accidents during nighttime is higher than daytime; hence the clues from nighttime images are urgently needed. However, the light source from a camera works only for certain distance, resulting in the defect of underexposure. In this paper, we present a high dynamic range imaging method for vehicle images under a nighttime environment. The idea consists of three steps based on a single input image: (i) the license plate detection, (ii) generation of differently exposed images with license stroke thickening, and (iii) integrating them into a synthesized HDR image, in which the license plate regions and the backgrounds are better visualized. Therefore, the proposed method can be applied to mobile imaging devices to provide the HDR function. Experimental results show that the proposed approach effectively enhance contrast, especially for nighttime vehicle scenes, while still preserving image details, color, and information.
  • Keywords
    automobiles; feature extraction; image colour analysis; image enhancement; natural scenes; HDR function; LDR image fusion; background visualization; contrast enhancement; high-dynamic range imaging method; image clues; image color preservation; image detail preservation; image information preservation; license plate region visualization; license stroke thickening; mobile imaging devices; nighttime images; nighttime scene enhancement; nighttime scene license plate detection; nighttime vehicle scenes; single-input image; synthesized HDR image; traffic accidents; vehicle images; Dynamic range; Feature extraction; Histograms; Image edge detection; Licenses; Vehicles; Visualization; Contrast enhancement; High dynamic range; License plate detection;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Multimedia and Expo Workshops (ICMEW), 2014 IEEE International Conference on
  • Conference_Location
    Chengdu
  • ISSN
    1945-7871
  • Type

    conf

  • DOI
    10.1109/ICMEW.2014.6890571
  • Filename
    6890571