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An effective directional motion database organization for human motion recognition
http://hdl.handle.net/10228/00006220
http://hdl.handle.net/10228/000062201f82a1c2-8857-4961-8b9b-19f996201db2
名前 / ファイル | ライセンス | アクション |
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ijicic-10-11033.pdf (695.2 kB)
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Item type | 学術雑誌論文 = Journal Article(1) | |||||||||||||||||
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公開日 | 2017-05-30 | |||||||||||||||||
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 | An effective directional motion database organization for human motion recognition | |||||||||||||||||
言語 | ||||||||||||||||||
言語 | eng | |||||||||||||||||
著者 |
Eftakhar, S. M. Ashik
× Eftakhar, S. M. Ashik× タン, ジュークイ
WEKO
399
× 金, 亨燮
WEKO
402
× 石川, 聖二 |
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抄録 | ||||||||||||||||||
内容記述タイプ | Abstract | |||||||||||||||||
内容記述 | Automatic recognition of human motions has an increasing demand in the recent visionary world. However, with the registration of large number of motions from varying viewpoints, the necessity for an effective motion database for recognition has be-come a vital issue. In the context of motion database development, this paper proposes a directional database organization for human motion recognition. This organization parti-tions the motion database into several sub-databases on the basis of camera orientation. Separate feature spaces are constructed, and correspondingly directional sub-databases are built, leading to the constitution of the complete motion database. The directionally similar but semantically different motions are properly distinguished. To show the ro-bustness of the proposed organization for recognizing human motions, a set of motions captured from varying viewpoints is analyzed. An eigenspace representation is employed as a generic feature space that sufficiently characterizes the motion features. Motion His-tory Image (MHI) and Exclusive-OR (XOR) image representations are used as motion templates where MHI is found performing better than XOR image. The experimental re-sults show high-level of satisfactory performance and claim the signi_cant improvement over earlier developed systems. | |||||||||||||||||
言語 | en | |||||||||||||||||
書誌情報 |
en : International Journal of Innovative Computing, Information and Control 巻 8, 号 2, p. 1359-1370, 発行日 2012-02 |
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出版社 | ||||||||||||||||||
言語 | en | |||||||||||||||||
出版者 | ICIC International | |||||||||||||||||
ISSN | ||||||||||||||||||
収録物識別子タイプ | PISSN | |||||||||||||||||
収録物識別子 | 1349-4198 | |||||||||||||||||
著作権関連情報 | ||||||||||||||||||
権利情報 | ICIC International | |||||||||||||||||
キーワード | ||||||||||||||||||
主題Scheme | Other | |||||||||||||||||
主題 | Directional database organization | |||||||||||||||||
キーワード | ||||||||||||||||||
主題Scheme | Other | |||||||||||||||||
主題 | Eigenspace | |||||||||||||||||
キーワード | ||||||||||||||||||
主題Scheme | Other | |||||||||||||||||
主題 | Motion history image | |||||||||||||||||
キーワード | ||||||||||||||||||
主題Scheme | Other | |||||||||||||||||
主題 | Exclusive-OR image | |||||||||||||||||
キーワード | ||||||||||||||||||
主題Scheme | Other | |||||||||||||||||
主題 | Camera orientation | |||||||||||||||||
キーワード | ||||||||||||||||||
主題Scheme | Other | |||||||||||||||||
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/8_ja.html | ||||||||||||||||||
論文ID(連携) | ||||||||||||||||||
10226712 | ||||||||||||||||||
連携ID | ||||||||||||||||||
4475 |