Ancient Word Indexing Using Fuzzy Methods

Cláudia S. Ribeiro; João M. Gil; João R. Caldas Pinto; João M. Sousa

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Paper

Ancient Word Indexing Using Fuzzy Methods

In Proceedings of the 4th International Workshop on Pattern Recognition in Information Systems - Volume 0ICEIS, 210-215, 2004 , Porto, Portugal

Authors: Cláudia S. Ribeiro ; João M. Gil ; João R. Caldas Pinto and João M. Sousa

Affiliation: Technical University of Lisbon, Instituto Superior Técnico, GCAR, Portugal

Abstract: This paper proposes an optical word indexing system based on fuzzy logic for 17th century printed documents. A pre-processing stage assures only interesting word candidates are considered. The main image-space indexing procedure builds fuzzy membership functions from oriented features extracted using Gabor filter banks. It proceeds by comparing this data with candidate word features and assigning each a similarity value. Results on a significant test set found over 85% of all word occurrences with a false positive rate of less than 20%.

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Paper citation in several formats:

S. Ribeiro, C.; M. Gil, J.; R. Caldas Pinto, J. and M. Sousa, J. (2004). Ancient Word Indexing Using Fuzzy Methods. In Proceedings of the 4th International Workshop on Pattern Recognition in Information Systems (ICEIS 2004) - PRIS; ISBN 972-8865-01-5, SciTePress, pages 210-215. DOI: 10.5220/0002685802100215

@conference{pris04,
author={Cláudia {S. Ribeiro}. and João {M. Gil}. and João {R. Caldas Pinto}. and João {M. Sousa}.},
title={Ancient Word Indexing Using Fuzzy Methods},
booktitle={Proceedings of the 4th International Workshop on Pattern Recognition in Information Systems (ICEIS 2004) - PRIS},
year={2004},
pages={210-215},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002685802100215},
isbn={972-8865-01-5},
}

TY - CONF

JO - Proceedings of the 4th International Workshop on Pattern Recognition in Information Systems (ICEIS 2004) - PRIS
TI - Ancient Word Indexing Using Fuzzy Methods
SN - 972-8865-01-5
AU - S. Ribeiro, C.
AU - M. Gil, J.
AU - R. Caldas Pinto, J.
AU - M. Sousa, J.
PY - 2004
SP - 210
EP - 215
DO - 10.5220/0002685802100215
PB - SciTePress