講演名 | 2022-03-08 The Prototype of a Real Time Mobile Braille Pattern Detection Utilizing Machine Learning for a Self-study Tool for Visually Impaired People Jevri Tri Ardiansah(Saga University), Okazaki Yasuhisa(Saga University), |
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PDFダウンロードページ | PDFダウンロードページへ |
抄録(和) | The capacity to read and write is called 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 People(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 is designed based on beginner braille material. The application?s voice output allows VIP to learn braille by using the drilling method. The braille pattern recognition utilizes Machine Learning which gives real-time object detection. |
抄録(英) | The capacity to read and write is called 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 People(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 is designed based on beginner braille material. The application?s voice output allows VIP to learn braille by using the drilling method. The braille pattern recognition utilizes Machine Learning which gives real-time object detection. |
キーワード(和) | Braille / Visual Impaired People / Image Computing / YOLO / Self-study Tool / TensorFLow / Flutter / Machine Learning |
キーワード(英) | Braille / Visual Impaired People / Image Computing / YOLO / Self-study Tool / TensorFLow / Flutter / Machine Learning |
資料番号 | WIT2021-45 |
発行日 | 2022-03-01 (WIT) |
研究会情報 | |
研究会 | WIT / IPSJ-AAC |
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開催期間 | 2022/3/8(から2日開催) |
開催地(和) | オンライン開催 |
開催地(英) | Online |
テーマ(和) | 聴覚・視覚障害者支援、一般 |
テーマ(英) | |
委員長氏名(和) | 酒向 慎司(名工大) |
委員長氏名(英) | Shinji Sakou(Nagoya Inst. of Tech.) |
副委員長氏名(和) | 雨宮 智浩(東大) |
副委員長氏名(英) | Tomohiro Amemiya(Univ. of Tokyo) |
幹事氏名(和) | 半田 隆志(埼玉県産業技術総合センター) / 塩野目 剛亮(帝京大) / 宮城 愛美(筑波技術大) |
幹事氏名(英) | Takashi Handa(Saitama Industrial Tech. Center) / Takeaki Shionome(Teikyo Univ.) / Manabi Miyagi(Tsukuba Univ. of Tech.) |
幹事補佐氏名(和) | 細野 美奈子(産総研) / 菅野 亜紀(名大) / 小森 智康(NHK) |
幹事補佐氏名(英) | Minako Hosono(AIST) / Aki Sugano(Nagoya Univ.) / Tomoyasu Komori(NHK) |
講演論文情報詳細 | |
申込み研究会 | Technical Committee on Well-being Information Technology / Special Interest Group on Assistive & Accessible Computin |
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本文の言語 | ENG |
タイトル(和) | |
サブタイトル(和) | |
タイトル(英) | The Prototype of a Real Time Mobile Braille Pattern Detection Utilizing Machine Learning for a Self-study Tool for Visually Impaired People |
サブタイトル(和) | |
キーワード(1)(和/英) | Braille / Braille |
キーワード(2)(和/英) | Visual Impaired People / Visual Impaired People |
キーワード(3)(和/英) | Image Computing / Image Computing |
キーワード(4)(和/英) | YOLO / YOLO |
キーワード(5)(和/英) | Self-study Tool / Self-study Tool |
キーワード(6)(和/英) | TensorFLow / TensorFLow |
キーワード(7)(和/英) | Flutter / Flutter |
キーワード(8)(和/英) | Machine Learning / Machine Learning |
第 1 著者 氏名(和/英) | Jevri Tri Ardiansah / Jevri Tri Ardiansah |
第 1 著者 所属(和/英) | Saga University(略称:Saga University) Saga University(略称:Saga University) |
第 2 著者 氏名(和/英) | Okazaki Yasuhisa / Okazaki Yasuhisa |
第 2 著者 所属(和/英) | Saga University(略称:Saga University) Saga University(略称:Saga University) |
発表年月日 | 2022-03-08 |
資料番号 | WIT2021-45 |
巻番号(vol) | vol.121 |
号番号(no) | WIT-418 |
ページ範囲 | pp.12-17(WIT), |
ページ数 | 6 |
発行日 | 2022-03-01 (WIT) |