Skip to the content

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.

[img]
Preview
PDF (Author version)
Download (204kB) | Preview

    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
    Editors: Dengel, A and Marinai, S
    Additional Information: The original publication is available at http://www.springerlink.com
    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
    Series Name: Lecture notes in computer science (3163)
    ISBN: 9783540230601
    Related URLs:
    Depositing User: Institutional Repository
    Date Deposited: 12 Mar 2009 12:12
    Last Modified: 20 Aug 2013 16:56
    URI: http://usir.salford.ac.uk/id/eprint/1815

    Actions (login required)

    Edit record (repository staff only)

    Downloads per month over past year

    View more statistics