Genetical Engineering of Handwriting Representations

Created by W.Langdon from gp-bibliography.bib Revision:1.7615

@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",
• broken = "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