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A novel fuzzy approach to recognition of online persian handwriting

Baghshah, M. S ; Sharif University of Technology | 2005

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  1. Type of Document: Article
  2. DOI: 10.1109/ISDA.2005.13
  3. Publisher: 2005
  4. Abstract:
  5. Fuzzy logic has proved to be a powerful tool to represent imprecise and irregular patterns. This paper presents a novel fuzzy approach for recognizing online Persian (Farsi) handwriting which is also useful for multi-writer environments. In this approach, the representation of handwriting parameters is accomplished by fuzzy linguistic modeling. The representative features are selected to describe the shape of tokens. Fuzzy linguistic terms provide robustness against handwriting variations. The purposed method was run on a database of Persian isolated handwritten characters and achieved a relatively high recognition rate. © 2005 IEEE
  6. Keywords:
  7. Handwriting parameters ; Irregular patterns ; Multi-writer environments ; Computational linguistics ; Database systems ; Fuzzy sets ; Online systems ; Robustness (control systems) ; Character recognition
  8. Source: 5th International Conference on Intelligent Systems Design and Applications, ISDA '05, Wroclaw, 8 September 2005 through 10 September 2005 ; Volume 2005 , 2005 , Pages 268-273 ; 0769522866 (ISBN); 9780769522869 (ISBN)
  9. URL: https://ieeexplore.ieee.org/document/1578796