NDLI: Evaluation on selection criteria of multiple numeral recognizers with the fixed number of recognizers

Content Provider	IEEE Xplore Digital Library
Author	Hee-Joong Kang Seong-Whan Lee
Copyright Year	2002
Description	Author affiliation: Div. of Comput. Eng., Hansung Univ., Seoul, South Korea (Hee-Joong Kang)
Abstract	The combination of multiple recognizers shows various performances according to the selection of recognizers and the combination method of them. The selection of recognizers on how to select them or how many to select them still remains one of important research issues. In this paper information-theoretic criteria for selecting the multiple numeral recognizers are evaluated together with the simple selection criteria in terms of recognition rates by the handwritten numerals from Concordia University and UCI, on the supposition that the number of selected recognizers is fixed in advance. The selection criteria are applied to the pool of numeral recognizers and examine the possible recognizer sets from the pool, and then select one of the recognizer sets as a multiple recognizer system candidate.
Starting Page	403
Ending Page	406
File Size	274341
Page Count	4
File Format	PDF
ISBN	076951695X
ISSN	10514651
DOI	10.1109/ICPR.2002.1047931
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2002-08-11
Publisher Place	Canada
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Handwriting recognition Computer science Entropy Probability distribution Bayesian methods
Content Type	Text
Resource Type	Article
Subject	Computer Vision and Pattern Recognition

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