FUSION OF HANDWRITTEN WORD CLASSIFIERS

Authors
GADER PD MOHAMED MA KELLER JM
Citation
Pd. Gader et al., FUSION OF HANDWRITTEN WORD CLASSIFIERS, Pattern recognition letters, 17(6), 1996, pp. 577-584
Citations number
18
Categorie Soggetti
Computer Sciences, Special Topics","Computer Science Artificial Intelligence
Journal title
Pattern recognition letters → ACNP
ISSN journal
01678655
Volume
17
Issue
6
Year of publication
1996
Pages
577 - 584
Database
ISI
SICI code
0167-8655(1996)17:6<577:FOHWC>2.0.ZU;2-6
Abstract
Methods for fusing multiple handwritten word classifiers are compared on standard data. A novel method based on data-dependent densities in a Choquet fuzzy integral is shown to outperform neural networks, Borda and weighted Borda counts, and Sugeno fuzzy integral.