Handwritten Thai character recognition using fuzzy membership function and fuzzy ARTMAP

Pornchaikajornsak, A.; Thammano, A.

doi:10.1109/CIRA.2003.1222060

Handwritten Thai character recognition using fuzzy membership function and fuzzy ARTMAP

Author(s)

Pornchaikajornsak, A.

Thammano, A.

Date Issued

January 1, 2003

Type

Conference Paper

DOI

10.1109/CIRA.2003.1222060

Abstract

This paper proposes an approach to off-line handwritten Thai character recognition by using the concept of fuzzy membership function and fuzzy ARTMAP neural network. The concept of fuzzy membership function is employed in the feature extraction process, while the fuzzy ARTMAP is used as the recognition engine. The experiments have been conducted to recognize both isolated characters and written documents. The results demonstrate a very promising performance of the proposed approach.

Citation

Proceedings of IEEE International Symposium on Computational Intelligence in Robotics and Automation Cira, 1, 40-44, 2003