Please use this identifier to cite or link to this item:
https://hdl.handle.net/1959.11/18018
Title: | Evaluation of Feature Sets in the Post Processing of Handwritten Pitman's Shorthand | Contributor(s): | Htwe, Swe Myo (author); Higgins, Colin (author); Leedham, Graham (author); Yang, Ma (author) | Publication Date: | 2004 | DOI: | 10.1109/IWFHR.2004.39 | Handle Link: | https://hdl.handle.net/1959.11/18018 | Abstract: | Innovative ways to rapidly input text becomes essential in today's world of mobile computing. The paper discusses the computer transcription of handwritten Pitman shorthand as a means of rapid text entry to pen-based computers, particularly from the aspect of linguistic post processing. Feature-to-phoneme conversion is introduced as the first stage of a text interpreter and the application of various production rules based on different pattern structures is discussed. It demonstrates that phoneme ordering is compulsory in dictionary-based transcription and the use of an approximate pattern-matching algorithm resolves the problem of recognition confusion between similar patterns. Experimental results are promising and demonstrate an overall accuracy of 84%. | Publication Type: | Conference Publication | Conference Details: | IWFHR 2004: 9th International Workshop on Frontiers in Handwriting Recognition, Tokyo, Japan, 26th - 29th October, 2004 | Source of Publication: | Proceedings of the Ninth International Workshop on Frontiers in Handwriting Recognition (IWFHR-9), p. 359-364 | Publisher: | Institute of Electrical and Electronics Engineers (IEEE) | Place of Publication: | Los Alamitos, United States of America | ISSN: | 1550-5235 | Fields of Research (FoR) 2008: | 080106 Image Processing 080109 Pattern Recognition and Data Mining |
Socio-Economic Objective (SEO) 2008: | 890299 Computer Software and Services not elsewhere classified 810107 National Security |
Peer Reviewed: | Yes | HERDC Category Description: | E1 Refereed Scholarly Conference Publication |
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Appears in Collections: | Conference Publication School of Science and Technology |
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