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2013 12th International Conference on Document Analysis and Recognition (2005)
Seoul, Korea
Aug. 31, 2005 to Sept. 1, 2005
ISSN: 1520-5263
ISBN: 0-7695-2420-6
pp: 1156-1160
G. Sita , Indian Institute of Science Bangalore, India
Sriganesh Madhvanath , Hewlett-Packard Laboratories, Bangalore
Niranjan Joshi , Indian Institute of Science Bangalore, India
V. Deepu , Hewlett-Packard Laboratories, Bangalore
A.G. Ramakrishnan , Indian Institute of Science Bangalore, India
ABSTRACT
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 reconnition techniques to reduce some characters to others. The residual characters are then classiJied using the subspace method. Finally the results of structural recognition and feature-based matching are mapped to give final output. The proposed system is evaluated for the writer dependent scenario.
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CITATION
G. Sita, Sriganesh Madhvanath, Niranjan Joshi, V. Deepu, A.G. Ramakrishnan, "Machine Recognition of Online Handwritten Devanagari Characters", 2013 12th International Conference on Document Analysis and Recognition, vol. 00, no. , pp. 1156-1160, 2005, doi:10.1109/ICDAR.2005.156
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