Genetical Engineering of Handwriting Representations

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

@InProceedings{AleLem02,
  author =       "Alexandre Lemieux and Christian Gagn\'e and 
                 Marc Parizeau",
  title =        "Genetical Engineering of Handwriting Representations",
  booktitle =    "Eighth International Workshop on Frontiers in
                 Handwriting Recognition 2002 (IWFHR 2002)",
  year =         "2002",
  pages =        "145--150",
  address =      "Niagara-on-the-Lake, Ontario, Canada",
  month =        aug # " 6-8",
  keywords =     "genetic algorithms, genetic programming, handwriting
                 recognition, feature extraction, fuzzy set theory,
                 handwritten character recognition, pattern
                 classification, Unipen database, character frame
                 decomposition, feature sets, floating regions, fuzzy
                 operators, fuzzy-regional representation, handwriting
                 representations, handwritten character recognition,
                 region base representation,",
  URL =          "http://www.gel.ulaval.ca/~cgagne/pubs/iwfhr02.pdf",
  URL =          "http://www.computer.org/proceedings/iwfhr/1692/16920145abs.htm",
  URL =          "http://vision.gel.ulaval.ca/en/publications/Id_40/PublDetails.php",
  DOI =          "doi:10.1109/IWFHR.2002.1030900",
  URL =          "http://citeseer.ist.psu.edu/509026.html",
  abstract =     "This paper presents experiments with genetically
                 engineered feature sets for recognition of on-line
                 handwritten characters. These representations stem from
                 a nondescript decomposition of the character frame into
                 a set of rectangular regions, possibly overlapping,
                 each represented by a vector of 7 fuzzy variables.
                 Efficient new feature sets are automatically discovered
                 using genetic programming techniques. Recognition
                 experiments conducted on isolated digits of the Unipen
                 database yield improvements of more than 3percent over
                 a previously manually designed representation where
                 region positions and sizes were fixed.",
}

Genetic Programming entries for Alexandre Lemieux Christian Gagne Marc Parizeau

Citations