The Prototype of a Real Time Mobile Braille Pattern Detection Utilizing Machine Learning for a Self-study Tool for Visually Impaired People

• Item type: SIG Technical Reports(1)
• 公開日: 2022-03-01
• タイトル: The Prototype of a Real Time Mobile Braille Pattern Detection Utilizing Machine Learning for a Self-study Tool for Visually Impaired People
• タイトル / 言語: en
• タイトル: The Prototype of a Real Time Mobile Braille Pattern Detection Utilizing Machine Learning for a Self-study Tool for Visually Impaired People
• 言語: eng
• キーワード / 主題Scheme: Other
• キーワード / 主題: 点字，視覚障害者支援
• 資源タイプ / 資源タイプ識別子: http://purl.org/coar/resource_type/c_18gh
• 資源タイプ: technical report
• 著者所属: Graduate School of Science and Engineering, Saga University
• 著者所属: Faculty of Science and Engineering, Saga University
• 著者所属(英): en
• 著者所属(英): Graduate School of Science and Engineering, Saga University
• 著者所属(英): en
• 著者所属(英): Faculty of Science and Engineering, Saga University
• 著者名: Jevri, Tri Ardiansah; Yasuhisa, Okazaki
• 著者名(英): Jevri, Tri Ardiansah; Yasuhisa, Okazaki
• 論文抄録 / 内容記述タイプ: Other
• 論文抄録 / 内容記述: The capacity to read and write is called as literacy. Literacy is necessary for a good education, a good job, and a high quality of life. Braille is a form of literacy for Visually Impaired Person (VIP). To increase the literacy for VIP, a braille self-study tool prototype is developed in this study. The self-study tool concept utilizes a smartphone application, and a flashcard contains real braille which designed based on beginner braille material. The application’s voice output allows VIP to learn braille by using drilling method. The braille pattern recognition utilizes Machine Learning which gives real time object detection.
• 論文抄録(英) / 内容記述タイプ: Other
• 論文抄録(英) / 内容記述: The capacity to read and write is called as literacy. Literacy is necessary for a good education, a good job, and a high quality of life. Braille is a form of literacy for Visually Impaired Person (VIP). To increase the literacy for VIP, a braille self-study tool prototype is developed in this study. The self-study tool concept utilizes a smartphone application, and a flashcard contains real braille which designed based on beginner braille material. The application’s voice output allows VIP to learn braille by using drilling method. The braille pattern recognition utilizes Machine Learning which gives real time object detection.
• 書誌レコードID / 収録物識別子タイプ: NCID
• 書誌レコードID / 収録物識別子: AA12752949
• 書誌情報: 研究報告アクセシビリティ（AAC）; 巻 2022-AAC-18, 号 3, p. 1-6, 発行日 2022-03-01
• ISSN / 収録物識別子タイプ: ISSN
• ISSN / 収録物識別子: 2432-2431
• Notice: SIG Technical Reports are nonrefereed and hence may later appear in any journals， conferences， symposia， etc.
• 出版者 / 言語: ja
• 出版者: 情報処理学会