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Machine recognition of online handwritten Devanagari characters

Joshi, Niranjan and Sita, G and Ramakrishnan, AG and Deepu, V and Madhvanath, Sriganesh (2005) Machine recognition of online handwritten Devanagari characters. In: 8th International Conference on Document Analysis and Recognition (ICDAR 2005), AUG 29-SEP 01, 2005, Seoul.

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In this paper, we describe a system for the automatic recognition of isolated handwritten Devanagari characters obtained by linearizing consonant conjuncts. Owing to the large number of characters and resulting demands on data acquisition, we use structural recognition techniques to reduce some characters to others. The residual characters are then classified using the subspace method. Finally the results of structural recognition and feature-based matching are mapped to give final output. The proposed system Ifs evaluated for the writer dependent scenario.

Item Type: Conference Paper
Publisher: IEEE
Additional Information: Copyright 2005 IEEE. Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE.
Department/Centre: Division of Electrical Sciences > Electrical Engineering
Date Deposited: 30 Apr 2010 08:59
Last Modified: 20 Oct 2011 06:53
URI: http://eprints.iisc.ac.in/id/eprint/27414

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