• DocumentCode
    514909
  • Title

    Method of Image Enhancement Based on Differential Evolution Algorithm

  • Author

    Wang, Xiangting ; Long, Hao ; Su, Xiaolong

  • Author_Institution
    Coll. of Inf. & Electrization, China Univ. of Min. & Technol., Xuzhou, China
  • Volume
    2
  • fYear
    2010
  • fDate
    13-14 March 2010
  • Firstpage
    644
  • Lastpage
    648
  • Abstract
    In image enhancement, Tubbs proposed a normalized incomplete Beta function to represent several kinds of commonly used non-linear transform functions to do the research on image enhancement. But how to define the coefficients of the Beta function is still a problem. The author is to apply the Differential Evolution Algorithm in the image enhancement process and utilize the quickly searching ability of the algorithm to carry out the adaptive mutation and searches until the optimal coefficients ¿ and ß were finally determined which realized the adaptive enhancement. Compared with the exhaustive attack method, it largely saved acquiring time and computing complexity, providing an efficient approach of image enhancement. Finally it proved the effectiveness of the method through software simulation experiment.
  • Keywords
    evolutionary computation; image enhancement; nonlinear functions; Tubbs; differential evolution algorithm; exhaustive attack method; image enhancement; nonlinear transform function; normalized incomplete Beta function; Air cleaners; Educational institutions; Filtering; Frequency domain analysis; Genetic mutations; Gray-scale; Histograms; Image enhancement; Low pass filters; Noise level; Adaptive mutation; Crossover; Differential Evolution Algorithm; Image enhancement;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Measuring Technology and Mechatronics Automation (ICMTMA), 2010 International Conference on
  • Conference_Location
    Changsha City
  • Print_ISBN
    978-1-4244-5001-5
  • Electronic_ISBN
    978-1-4244-5739-7
  • Type

    conf

  • DOI
    10.1109/ICMTMA.2010.142
  • Filename
    5459885