Genetical Engineering of Handwriting Representations
Created by W.Langdon from
gp-bibliography.bib Revision:1.8098
- @InProceedings{AleLem02,
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author = "Alexandre Lemieux and Christian Gagn\'e and
Marc Parizeau",
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title = "Genetical Engineering of Handwriting Representations",
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booktitle = "Eighth International Workshop on Frontiers in
Handwriting Recognition 2002 (IWFHR 2002)",
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year = "2002",
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pages = "145--150",
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address = "Niagara-on-the-Lake, Ontario, Canada",
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month = aug # " 6-8",
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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,",
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URL = "http://www.gel.ulaval.ca/~cgagne/pubs/iwfhr02.pdf",
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broken = "http://www.computer.org/proceedings/iwfhr/1692/16920145abs.htm",
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URL = "http://vision.gel.ulaval.ca/en/publications/Id_40/PublDetails.php",
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DOI = "doi:10.1109/IWFHR.2002.1030900",
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URL = "http://citeseer.ist.psu.edu/509026.html",
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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