Learning and Recognition of Hand-drawn Shapes using Generative Genetic Programming

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

@InProceedings{jaskowski:evows07,
  author =       "Wojciech Jaskowski and Krzysztof Krawiec and 
                 Bartosz Wieloch",
  title =        "Learning and Recognition of Hand-drawn Shapes using
                 Generative Genetic Programming",
  booktitle =    "Applications of Evolutionary Computing,
                 EvoWorkshops2007: {EvoCOMNET}, {EvoFIN}, {EvoIASP},
                 {EvoInteraction}, {EvoMUSART}, {EvoSTOC},
                 {EvoTransLog}",
  year =         "2007",
  month =        "11-13 " # apr,
  editor =       "Mario Giacobini and Anthony Brabazon and 
                 Stefano Cagnoni and Gianni A. {Di Caro} and Rolf Drechsler and 
                 Muddassar Farooq and Andreas Fink and 
                 Evelyne Lutton and Penousal Machado and Stefan Minner and 
                 Michael O'Neill and Juan Romero and Franz Rothlauf and 
                 Giovanni Squillero and Hideyuki Takagi and A. Sima Uyar and 
                 Shengxiang Yang",
  series =       "LNCS",
  volume =       "4448",
  publisher =    "Springer Verlag",
  address =      "Valencia, Spain",
  pages =        "281--290",
  keywords =     "genetic algorithms, genetic programming",
  isbn13 =       "978-3-540-71804-8",
  DOI =          "doi:10.1007/978-3-540-71805-5_31",
  abstract =     "We describe a novel method of evolutionary visual
                 learning that uses generative approach for assessing
                 learner's ability to recognise image contents. Each
                 learner, implemented as a genetic programming
                 individual, processes visual primitives that represent
                 local salient features derived from a raw input raster
                 image. In response to that input, the learner produces
                 partial reproduction of the input image, and is
                 evaluated according to the quality of that
                 reproduction. We present the method in detail and
                 verify it experimentally on the real-world task of
                 recognition of hand-drawn shapes.",
  notes =        "EvoWorkshops2007",
}

Genetic Programming entries for Wojciech Jaskowski Krzysztof Krawiec Bartosz Wieloch

Citations