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A Method of Describing a Self-occlusive Motion - A Reverse Motion History Image
http://hdl.handle.net/10228/00007393
http://hdl.handle.net/10228/00007393627bb4c1-a2e1-4cdc-97ed-e8d31b86d009
名前 / ファイル | ライセンス | アクション |
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ijbschs.24.1_1.pdf (668.1 kB)
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Item type | 学術雑誌論文 = Journal Article(1) | |||||||||||
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公開日 | 2019-09-12 | |||||||||||
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 | journal article | |||||||||||
タイトル | ||||||||||||
言語 | en | |||||||||||
タイトル | A Method of Describing a Self-occlusive Motion - A Reverse Motion History Image | |||||||||||
言語 | ||||||||||||
言語 | eng | |||||||||||
著者 |
タン, ジュークイ
× タン, ジュークイ
WEKO
399
× Okae, Sayaka× Yamashita, Youtaro× Ono, Yuta |
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抄録 | ||||||||||||
内容記述タイプ | Abstract | |||||||||||
内容記述 | This paper proposes a new method of describing a self-occlusive human motion, particularly in the depth direction, which has been considered little in the motion/action recognition studies to date in spite of its importance in our daily life. A Motion History Image (MHI) is a well-known method of describing a motion by a single gray value image, but it suffers from a self-occlusion problem in which present motion overwrites past motion. To solve this difficulty, a Reverse description MHI (RMHI) is proposed in the paper. RMHI and the original MHI are both employed for motion representation in the proposed method; the former for approach motion, whereas the latter for leave motion. In the experiment on motion recognition, motions are described by RMHI or MHI according to motion direction, transformed then to Hu moment vectors, and finally recognized employing the k-nearest neighbor. Experimental results show effectiveness of the RMHI description. | |||||||||||
言語 | en | |||||||||||
書誌情報 |
en : International Journal of Biomedical Soft Computing and Human Sciences 巻 24, 号 1, p. 1-7, 発行日 2019-07 |
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出版社 | ||||||||||||
言語 | ja | |||||||||||
出版者 | バイオメディカル・ファジィ・システム学会 | |||||||||||
DOI | ||||||||||||
関連タイプ | isIdenticalTo | |||||||||||
識別子タイプ | DOI | |||||||||||
関連識別子 | https://doi.org/10.24466/ijbschs.24.1_1 | |||||||||||
日本十進分類法 | ||||||||||||
主題Scheme | NDC | |||||||||||
主題 | 491 | |||||||||||
NCID | ||||||||||||
収録物識別子タイプ | NCID | |||||||||||
収録物識別子 | AA11451470 | |||||||||||
ISSN | ||||||||||||
収録物識別子タイプ | EISSN | |||||||||||
収録物識別子 | 2424-256X | |||||||||||
ISSN | ||||||||||||
収録物識別子タイプ | PISSN | |||||||||||
収録物識別子 | 2185-2421 | |||||||||||
著作権関連情報 | ||||||||||||
権利情報 | Copyright (c) 2019 Biomedical Fuzzy Systems Association | |||||||||||
キーワード | ||||||||||||
主題Scheme | Other | |||||||||||
主題 | MHI | |||||||||||
キーワード | ||||||||||||
主題Scheme | Other | |||||||||||
主題 | RMHI | |||||||||||
キーワード | ||||||||||||
主題Scheme | Other | |||||||||||
主題 | Motion recognition | |||||||||||
キーワード | ||||||||||||
主題Scheme | Other | |||||||||||
主題 | Action recognition | |||||||||||
キーワード | ||||||||||||
主題Scheme | Other | |||||||||||
主題 | Hu moments | |||||||||||
キーワード | ||||||||||||
主題Scheme | Other | |||||||||||
主題 | k-nearest neighbor | |||||||||||
キーワード | ||||||||||||
主題Scheme | Other | |||||||||||
主題 | Heuristic approach | |||||||||||
出版タイプ | ||||||||||||
出版タイプ | VoR | |||||||||||
出版タイプResource | http://purl.org/coar/version/c_970fb48d4fbd8a85 | |||||||||||
査読の有無 | ||||||||||||
値 | yes | |||||||||||
研究者情報 | ||||||||||||
https://hyokadb02.jimu.kyutech.ac.jp/html/35_ja.html | ||||||||||||
論文ID(連携) | ||||||||||||
10342902 | ||||||||||||
連携ID | ||||||||||||
7887 |