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人工知能を用いたソフトテニスの動作と戦術解析のための基礎研究
https://kindai.repo.nii.ac.jp/records/23891
https://kindai.repo.nii.ac.jp/records/23891416d86dc-36fe-4a5d-b8cd-e4c2a5654808
名前 / ファイル | ライセンス | アクション |
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AA12315376-20230315-0029.pdf (577.9 kB)
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Item type | ☆紀要論文 / Departmental Bulletin Paper(1) | |||||
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公開日 | 2023-05-08 | |||||
タイトル | ||||||
タイトル | 人工知能を用いたソフトテニスの動作と戦術解析のための基礎研究 | |||||
タイトル | ||||||
言語 | en | |||||
タイトル | Basic research on motion and tactical analysis in soft tennis by using AI | |||||
著者 |
小山, 幸伸
× 小山, 幸伸× 鍬田, 英也× 齊藤, 彰 |
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言語 | ||||||
言語 | jpn | |||||
キーワード | ||||||
主題 | Soft tennis, Deep Learning, AI, YOLOv5, DeepSORT, TrackNet, OpenPose | |||||
資源タイプ | ||||||
資源タイプ識別子 | http://purl.org/coar/resource_type/c_6501 | |||||
資源タイプ | departmental bulletin paper | |||||
著者(英) | ||||||
en | ||||||
KOYAMA, Yukinobu | ||||||
著者(英) | ||||||
en | ||||||
KUWATA, Hideya | ||||||
著者(英) | ||||||
en | ||||||
SAITO, Akira | ||||||
著者 所属 | ||||||
近畿大学工業高等専門学校 総合システム工学科 電気電子コース | ||||||
著者 所属 | ||||||
近畿大学工業高等専門学校 共通教育科 | ||||||
著者 所属 | ||||||
近畿大学工業高等専門学校 共通教育科 | ||||||
著者所属(翻訳) | ||||||
Kindai University Technical College | ||||||
著者所属(翻訳) | ||||||
Kindai University Technical College | ||||||
著者所属(翻訳) | ||||||
Kindai University Technical College | ||||||
版 | ||||||
出版タイプ | NA | |||||
出版タイプResource | http://purl.org/coar/version/c_be7fb7dd8ff6fe43 | |||||
出版者 名前 | ||||||
出版者 | 近畿大学工業高等専門学校 | |||||
書誌情報 |
近畿大学工業高等専門学校研究紀要 en : Research reports Kindai University Technical College 号 16, p. 29-32, 発行日 2023-03-15 |
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ISSN | ||||||
収録物識別子タイプ | ISSN | |||||
収録物識別子 | 18824374 | |||||
抄録 | ||||||
内容記述タイプ | Abstract | |||||
内容記述 | Soft tennis in Japan is one of the most popular club activities in junior and senior high schools. While various analysis results and software are available for tennis, however, those for soft tennis are still insufficient. Then we studied basic research for analyzing movements and tactics in soft tennis by using AI. We tested image recognition by AI, and we were able to track balls and people, and detect skeletons. We also tested simple stereo camera which consists of two inexpensive action cameras, but depth estimation by it has not been successful yet. Integrating these two is also future task. | |||||
フォーマット | ||||||
内容記述タイプ | Other | |||||
内容記述 | application/pdf |