Genetical Engineering of Handwriting Representations (2002) [3 citations — 0 self]
by
Alexandre Lemieux
,
Re Lemieux
,
Christian Gagne
,
Marc Parizeau
In Proceedings of the Eigth international Workshop on Frontiers in Handwriting Recognition – IWFHR-8
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@INPROCEEDINGS{Lemieux02geneticalengineering,
author = {Alexandre Lemieux and Re Lemieux and Christian Gagne and Marc Parizeau},
title = {Genetical Engineering of Handwriting Representations},
booktitle = {In Proceedings of the Eigth international Workshop on Frontiers in Handwriting Recognition – IWFHR-8},
year = {2002},
pages = {145--150},
publisher = {IEEE Computer Society}
}
author = {Alexandre Lemieux and Re Lemieux and Christian Gagne and Marc Parizeau},
title = {Genetical Engineering of Handwriting Representations},
booktitle = {In Proceedings of the Eigth international Workshop on Frontiers in Handwriting Recognition – IWFHR-8},
year = {2002},
pages = {145--150},
publisher = {IEEE Computer Society}
}
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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 3% over a previously manually designed representation where region positions and sizes were fixed.
Citations
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| 151 | Strongly Typed Genetic Programming – Montana - 1995 |
| 68 | UNIPEN project of on-line data exchange and recognizer benchmarks – Guyon, Schomaker, et al. - 1994 |
| 10 | Online handwriting recognition – Plamondon, Lopresti, et al. - 1999 |
| 7 | Active Handwritten Character Recognition using Genetic Programming – Teredesai, Park, et al. - 2001 |
| 6 | A new fuzzy geometric representation for on-line isolated character recognition – Hebert, Parizeau, et al. - 1998 |
| 6 | Character recognition experiments using unipen data – Parizeau, Lemieux, et al. - 2001 |
| 4 | Open BEAGLE: A new C++ evolutionary computation framework – Gagné, Parizeau - 2002 |
