Evolving Color Constancy for an Artificial Retina

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

@InProceedings{ebner:2001:EuroGP,
  author =       "Marc Ebner",
  title =        "Evolving Color Constancy for an Artificial Retina",
  booktitle =    "Genetic Programming, Proceedings of EuroGP'2001",
  year =         "2001",
  editor =       "Julian F. Miller and Marco Tomassini and 
                 Pier Luca Lanzi and Conor Ryan and Andrea G. B. Tettamanzi and 
                 William B. Langdon",
  volume =       "2038",
  series =       "LNCS",
  pages =        "11--22",
  address =      "Lake Como, Italy",
  publisher_address = "Berlin",
  month =        "18-20 " # apr,
  organisation = "EvoNET",
  publisher =    "Springer-Verlag",
  keywords =     "genetic algorithms, genetic programming, Color
                 Constancy, Artificial Retina, Image Processing",
  ISBN =         "3-540-41899-7",
  URL =          "http://www.springerlink.com/openurl.asp?genre=article&issn=0302-9743&volume=2038&spage=11",
  DOI =          "doi:10.1007/3-540-45355-5_2",
  size =         "12 pages",
  abstract =     "Objects retain their colour in spite of changes in the
                 wavelength and energy composition of the light they
                 reflect. This phenomenon is called color constancy and
                 plays an important role in computer vision research. We
                 have used genetic programming to automatically search
                 the space of programs to solve the problem of color
                 constancy for an artificial retina. This retina
                 consists of a two dimensional array of elements each
                 capable of exchanging information with its adjacent
                 neighbours. The task of the program is to compute the
                 intensities of the light illuminating the scene. These
                 intensities are then used to calculate the reflectances
                 of the object. Randomly generated colour Mondrians were
                 used as fitness cases. The evolved program was tested
                 on artificial Mondrians and natural images.",
  notes =        "EuroGP'2001, part of \cite{miller:2001:gp}",
}

Genetic Programming entries for Marc Ebner

Citations