Fusion of Linear and Non-Linear Image Restoration Filters Using Genetic Programming

Created by W.Langdon from gp-bibliography.bib Revision:1.3872

@Article{Chaudhry:2009:murjet,
  author =       "Asmatullah Chaudhry and Anwar M. Mirza and 
                 Nisar Ahmed Memon",
  title =        "Fusion of Linear and Non-Linear Image Restoration
                 Filters Using Genetic Programming",
  journal =      "Mehran university Research Journal of Engineering and
                 Technology",
  year =         "2009",
  volume =       "28",
  number =       "4",
  pages =        "429--436",
  month =        oct,
  publisher =    "Mehran University of Engineering and Technology",
  address =      "Pakistan",
  email =        "asmatullah.chaudhry@gmail.com",
  keywords =     "genetic algorithms, genetic programming, Image
                 restoration, E-median filter, Adaptive Wiener filter
                 (AWF)",
  ISSN =         "0254-7821",
  searchurl =    "http://direct.bl.uk/bld/OrderDetails.do?",
  abstract =     "In this paper, we present an intelligent technique for
                 image de-noising of gray level still images degraded
                 with Gaussian white noise. The proposed technique
                 consists of using E-median filter in wavelet domain and
                 adaptive Wiener filter to restore the noisy image.
                 Genetic programming is then used to evolve an optimal
                 pixel intensity estimation function used to restore the
                 degraded images. The proposed method has shown
                 considerable improvement in the image quality as
                 compared to the adaptive Wiener and E-median filter
                 approaches. Experimental results carried out on several
                 standard images and a database consisting of 450 images
                 confirm the superiority of the proposed technique in
                 terms of image quality. This also validates the use of
                 hybrid techniques for image restoration.",
  notes =        "Unique item number RN257688172 Shelfmark
                 5536.314400

                 Oct 2015 http://publications.muet.edu.pk/ only back as
                 far as 2010.",
}

Genetic Programming entries for Asmatullah Chaudhry Anwar M Mirza Nisar Ahmed Memon

Citations