Algorithm Discovery Using the Genetic Programming Paradigm: Extracting Low-Contrast Curvilinear Features from SAR Images of Arctic Ice

Created by W.Langdon from gp-bibliography.bib Revision:1.4221

@InCollection{daida:1996:aigp2,
  author =       "Jason M. Daida and Jonathan D. Hommes and 
                 Tommaso F. Bersano-Begey and Steven J. Ross and John F. Vesecky",
  title =        "Algorithm Discovery Using the Genetic Programming
                 Paradigm: Extracting Low-Contrast Curvilinear Features
                 from {SAR} Images of Arctic Ice",
  booktitle =    "Advances in Genetic Programming 2",
  publisher =    "MIT Press",
  year =         "1996",
  editor =       "Peter J. Angeline and K. E. {Kinnear, Jr.}",
  pages =        "417--442",
  chapter =      "21",
  address =      "Cambridge, MA, USA",
  keywords =     "genetic algorithms, genetic programming, GAIA",
  ISBN =         "0-262-01158-1",
  URL =          "http://sitemaker.umich.edu/daida/files/GP2_cha21.pdf",
  URL =          "http://ieeexplore.ieee.org/xpl/articleDetails.jsp?tp=&arnumber=6277526",
  size =         "26 pages",
  abstract =     "We discuss the application of genetic programming (GP)
                 to image analysis problems in geoscience and remote
                 sensing and describes how a GP can be adapted for
                 processing large data sets (in our case, 1024 x 1024
                 pixel images plus texture channels). The featured
                 problem is one that has not been adequately solved for
                 this type of imagery. We describe the placement of GP
                 in the overall scheme of algorithm discovery in
                 geoscience image analysis and describe how GP
                 complements a scientist's hypothesis-test derivation of
                 such algorithms. The featured solution consists of a
                 standard non-ADF GP that incorporates a dynamic fitness
                 function.",
  notes =        "see also
                 http://www.sprl.umich.edu/acers/gaia/aigpGaia.html",
}

Genetic Programming entries for Jason M Daida Jonathan D Hommes Tommaso F Bersano-Begey Steven J Ross John F Vesecky

Citations