Coevolution and Linear Genetic Programming for Visual Learning

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

@InProceedings{bhanu:2003:gecco,
  author =       "Krzysztof Krawiec and Bir Bhanu",
  title =        "Coevolution and Linear Genetic Programming for Visual
                 Learning",
  booktitle =    "Genetic and Evolutionary Computation -- GECCO-2003",
  editor =       "E. Cant{\'u}-Paz and J. A. Foster and K. Deb and 
                 D. Davis and R. Roy and U.-M. O'Reilly and H.-G. Beyer and 
                 R. Standish and G. Kendall and S. Wilson and 
                 M. Harman and J. Wegener and D. Dasgupta and M. A. Potter and 
                 A. C. Schultz and K. Dowsland and N. Jonoska and 
                 J. Miller",
  year =         "2003",
  pages =        "332--343",
  address =      "Chicago",
  publisher_address = "Berlin",
  month =        "12-16 " # jul,
  volume =       "2723",
  series =       "LNCS",
  ISBN =         "3-540-40602-6",
  publisher =    "Springer-Verlag",
  keywords =     "genetic algorithms, genetic programming, Coevolution",
  DOI =          "doi:10.1007/3-540-45105-6_39",
  abstract =     "a novel genetically-inspired visual learning method is
                 proposed. Given the training images, this general
                 approach induces a sophisticated feature-based
                 recognition system, by using cooperative coevolution
                 and linear genetic programming for the procedural
                 representation of feature extraction agents. The paper
                 describes the learning algorithm and provides a firm
                 rationale for its design. An extensive experimental
                 evaluation, on the demanding real-world task of object
                 recognition in synthetic aperture radar (SAR) imagery,
                 shows the competitiveness of the proposed approach with
                 human-designed recognition systems.",
  notes =        "GECCO-2003. A joint meeting of the twelfth
                 International Conference on Genetic Algorithms
                 (ICGA-2003) and the eighth Annual Genetic Programming
                 Conference (GP-2003)",
}

Genetic Programming entries for Krzysztof Krawiec Bir Bhanu

Citations