A robust braille recognition system
Antonacopoulos, A and Bridson, DP 2004, 'A robust braille recognition system' , in: Document analysis systems VI , Lecture notes in computer science (3163), 3163 , Springer Berlin / Heidelberg, pp. 533-545.
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Abstract
Braille is the most effective means of written communication between visually-impaired and sighted people. This paper describes a new system that recognizes Braille characters in scanned Braille document pages. Unlike most other approaches, an inexpensive flatbed scanner is used and the system requires minimal interaction with the user. A unique feature of this system is the use of context at different levels (from the pre-processing of the image through to the post-processing of the recognition results) to enhance robustness and, consequently, recognition results. Braille dots composing characters are identified on both single and double-sided documents of average quality with over 99% accuracy, while Braille characters are also correctly recognised in over 99% of documents of average quality (in both single and double-sided documents).
| Item Type: | Book Section |
|---|---|
| Additional Information: | The original publication is available at http://www.springerlink.com |
| Editors: | Dengel, Aand Marinai, S |
| Themes: | Subjects / Themes > T Technology > T Technology (General) Subjects / Themes > Q Science > QA Mathematics > QA075 Electronic computers. Computer science > QA076 Computer software Subjects outside of the University Themes |
| Schools: | Colleges and Schools > College of Science & Technology Colleges and Schools > College of Science & Technology > School of Computing, Science and Engineering Colleges and Schools > College of Science & Technology > School of Computing, Science and Engineering > Data Mining and Pattern Recognition Research Centre |
| Publisher: | Springer Berlin / Heidelberg |
| Refereed: | Yes |
| ISBN: | 9783540230601 |
| Related URLs: | |
| Depositing User: | Institutional Repository |
| Date Deposited: | 12 Mar 2009 12:12 |
| Last Modified: | 27 Sep 2011 12:26 |
| URI: | http://usir.salford.ac.uk/id/eprint/1815 |
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