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Curved-straight lines-analysis (CSLA) algorithm for handwritten digit recognition enhancement

Published:27 December 2010Publication History

ABSTRACT

In this paper, we propose a new recognition algorithm for handwritten digit recognition. This algorithm is designed to enhance the recognition accuracy of current Microsoft SDK recognizer. The algorithm recognizes the unique signature of each number by comparing curved and straight lines, and writing sequences of the stroke. Through the trial experiments, we achieved 97.67% of positive recognition accuracy.

References

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  1. Curved-straight lines-analysis (CSLA) algorithm for handwritten digit recognition enhancement

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        IITM '10: Proceedings of the First International Conference on Intelligent Interactive Technologies and Multimedia
        December 2010
        355 pages
        ISBN:9781450304085
        DOI:10.1145/1963564

        Copyright © 2010 ACM

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        Association for Computing Machinery

        New York, NY, United States

        Publication History

        • Published: 27 December 2010

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