• DocumentCode
    166063
  • Title

    Contrast limited adaptive histogram equalization based enhancement for real time video system

  • Author

    Yadav, Garima ; Maheshwari, Shishir ; Agarwal, Abhishek

  • Author_Institution
    Dept. of Comput. Sci. & Eng, Gov. Women Eng. Coll., Ajmer, India
  • fYear
    2014
  • fDate
    24-27 Sept. 2014
  • Firstpage
    2392
  • Lastpage
    2397
  • Abstract
    Contrast limited adaptive histogram equalization (CLAHE) is used for improve the visibility level of foggy image or video. In this paper we used CLAHE enhancement method for improving the video quality in real time system. Adaptive histogram equalization (AHE) is different from normal histogram equalization because AHE use several methods each corresponding to different parts of image and used them to redistribute the lightness value of the image and in case of CLAHE `Distribution´ parameter are used to define the shape of histogram which produce the better quality result compare then adaptive histogram equalization (AHE). In this algorithm rayleigh distribution parameter are used which create bell shaped histogram. The drawback of AHE is work over homogeneous fog but CLAHE applied over both homogeneous and heterogeneous fog and single image and video system. And the second drawback of AHE is used `cumulation function´ which applied over only gray level image but CLAHE used both images colored and graylevel.
  • Keywords
    image enhancement; real-time systems; video signal processing; AHE; CLAHE; CLAHE enhancement method; Rayleigh distribution parameter; contrast limited adaptive histogram equalization; foggy image; foggy video; normal histogram equalization; real time system; real time video system enhancement; video quality; Adaptive equalizers; Histograms; Image color analysis; Image edge detection; Meteorology; Real-time systems; Streaming media; adaptive histrogram equalization; contrast enhancement; contrast limited adaptive histrogram equalization; cumulation funtion;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Advances in Computing, Communications and Informatics (ICACCI, 2014 International Conference on
  • Conference_Location
    New Delhi
  • Print_ISBN
    978-1-4799-3078-4
  • Type

    conf

  • DOI
    10.1109/ICACCI.2014.6968381
  • Filename
    6968381