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Off-line unconstratined handwritten word recognition

Cai, Jinhai & Liu, Zhi-Qiang (2000) Off-line unconstratined handwritten word recognition. International Journal of Pattern Recognition and Artificial Intelligence, 14(3), pp. 259-280.

Abstract

In this paper, we describe our system for writer independent, off-line unconstrained handwritten word recognition. We have developed a new method to automatically determine the parameters of Gabor filters to extract features from slant and tilt corrected images. An algorithm is also developed to translate 2D images to 1D domain. Finally, we propose a modified dynamic programming method with fuzzy theory to recognize words. Our initial experiments have shown promising results.

Impact and interest:

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Full-text downloads:

208 since deposited on 31 Mar 2006
21 in the past twelve months

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ID Code: 3778
Item Type: Journal Article
Additional URLs:
Keywords: Unconstrained handwritten word recognition, writer independent, slant and tilt correction, Gabor filter, dynamic programming, fuzzy logic
ISSN: 0218-0014
Subjects: Australian and New Zealand Standard Research Classification > INFORMATION AND COMPUTING SCIENCES (080000) > ARTIFICIAL INTELLIGENCE AND IMAGE PROCESSING (080100) > Image Processing (080106)
Australian and New Zealand Standard Research Classification > INFORMATION AND COMPUTING SCIENCES (080000) > ARTIFICIAL INTELLIGENCE AND IMAGE PROCESSING (080100) > Pattern Recognition and Data Mining (080109)
Australian and New Zealand Standard Research Classification > INFORMATION AND COMPUTING SCIENCES (080000) > ARTIFICIAL INTELLIGENCE AND IMAGE PROCESSING (080100)
Divisions: Past > QUT Faculties & Divisions > Faculty of Science and Technology
Copyright Owner: Copyright 2000 World Scientific Publishing
Copyright Statement: Reproduced in accordance with the copyright policy of the publisher.
Deposited On: 31 Mar 2006
Last Modified: 09 Jun 2010 22:31

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