A Robust Braille Recognition System

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 requi...

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Bibliographische Detailangaben
Hauptverfasser: Antonacopoulos, Apostolos, Bridson, David
Format: Buchkapitel
Sprache:eng
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Beschreibung
Zusammenfassung: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).
ISSN:0302-9743
1611-3349
DOI:10.1007/978-3-540-28640-0_50