SEGMENTATION OF TOUCHING LANNA CHARACTERS

Sakkayaphop Pravesjit; Arit Thammano

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Paper

SEGMENTATION OF TOUCHING LANNA CHARACTERS

Topics: Biometrics and Pattern Recognition

In Proceedings of the International Conference on Signal Processing and Multimedia Applications - Volume 0ICETE, 47-51, 2011 , Seville, Spain

Authors: Sakkayaphop Pravesjit and Arit Thammano

Affiliation: King Mongkut’s Institute of Technology, Thailand

Keyword(s): Character segmentation, Touching character, Dissection method.

Related Ontology Subjects/Areas/Topics: Biometrics and Pattern Recognition ; Multimedia ; Multimedia Signal Processing ; Telecommunications

Abstract: Character segmentation is an important preprocessing step for character recognition. Incorrectly segmented characters are not likely to be correctly recognized. Touching characters is one of the most difficult segmentation cases which arise when handwritten characters are being segmented. Therefore, this paper emphasizes the interest to the segmentation of touching and overlapping characters. In the proposed character segmentation process, the bounding box analysis is initially employed to segment the document image into images of isolated characters and images of touching characters. The thinning algorithm is applied to extract the skeleton of the touching characters. Next, the skeleton of the touching characters is separated into several pieces. Finally, the separated pieces of the touching characters are put back to reconstruct two isolated characters. The proposed algorithm achieves an accuracy of 75.3%.

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Paper citation in several formats:

Pravesjit, S. and Thammano, A. (2011). SEGMENTATION OF TOUCHING LANNA CHARACTERS. In Proceedings of the International Conference on Signal Processing and Multimedia Applications (ICETE 2011) - SIGMAP; ISBN 978-989-8425-72-0, SciTePress, pages 47-51. DOI: 10.5220/0003511300470051

@conference{sigmap11,
author={Sakkayaphop Pravesjit. and Arit Thammano.},
title={SEGMENTATION OF TOUCHING LANNA CHARACTERS},
booktitle={Proceedings of the International Conference on Signal Processing and Multimedia Applications (ICETE 2011) - SIGMAP},
year={2011},
pages={47-51},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0003511300470051},
isbn={978-989-8425-72-0},
}

TY - CONF

JO - Proceedings of the International Conference on Signal Processing and Multimedia Applications (ICETE 2011) - SIGMAP
TI - SEGMENTATION OF TOUCHING LANNA CHARACTERS
SN - 978-989-8425-72-0
AU - Pravesjit, S.
AU - Thammano, A.
PY - 2011
SP - 47
EP - 51
DO - 10.5220/0003511300470051
PB - SciTePress