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Generating Concise Rules for Retrieving Human Motions from Large Datasets
https://repo.lib.tut.ac.jp/records/1317
https://repo.lib.tut.ac.jp/records/13172f7a7738-31b5-4b81-ba27-bd7dc7278d05
| 名前 / ファイル | ライセンス | アクション |
|---|---|---|
casa2009-0045 (115.1 kB)
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| Item type | 会議発表論文 / Conference Paper(1) | |||||
|---|---|---|---|---|---|---|
| 公開日 | 2014-06-10 | |||||
| タイトル | ||||||
| タイトル | Generating Concise Rules for Retrieving Human Motions from Large Datasets | |||||
| 言語 | ||||||
| 言語 | eng | |||||
| キーワード | ||||||
| 主題Scheme | Other | |||||
| 主題 | motion capture | |||||
| キーワード | ||||||
| 主題Scheme | Other | |||||
| 主題 | motion indexing | |||||
| キーワード | ||||||
| 主題Scheme | Other | |||||
| 主題 | motion appearance feature | |||||
| キーワード | ||||||
| 主題Scheme | Other | |||||
| 主題 | inductive logic | |||||
| 資源タイプ | ||||||
| 資源タイプ識別子 | http://purl.org/coar/resource_type/c_5794 | |||||
| 資源タイプ | conference paper | |||||
| 著者 |
向井, 智彦
× 向井, 智彦× 栗山, 繁 |
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| 著者(英） |
Mukai, Tomohiko
× Mukai, Tomohiko× Kuriyama, Shigeru |
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| 抄録 | ||||||
| 内容記述タイプ | Abstract | |||||
| 内容記述 | This paper proposes a method for retrieving human motion data with concise retrieval rules based on the spatio-temporal features of motion appearance. Our method first converts motion clip into a form of clausal language that represents geometrical relations between body parts and their temporal relationship. A retrieval rule is then learned from the set of manually classified examples using inductive logic programming (ILP). ILP automatically discovers the essential rule in the same clausal form with a user-defined hypothesis-testing procedure. All motions are indexed using this clausal language, and the desired clips are retrieved by subsequence matching using the rule. Such rule-based retrieval offers reasonable performance and the rule can be intuitively edited in the same language form. | |||||
| 書誌情報 |
Proceedings of the twenty-second Annual Conference on Computer Animation and Social Agents (CASA 2009) (CTIT Workshop Proceedings Series WP09-02) p. 45-48, 発行日 2009 |
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| 出版者 | ||||||
| 出版者 | University of Twente | |||||
| 権利 | ||||||
| 権利情報 | (C) 2009 Universiteit Twente. This is the author's version of the work. It is posted here for your personal use. Not for redistribution . The definitive Version of Record was published in Proceedings of the twenty-second Annual Conference on Computer Animation and Social Agents (CASA 2009), pp.45-48, http://www.utwente.nl/ctit/publications/workshopproceedings/2009/wp0902.pdf | |||||
| 関連サイト | ||||||
| 識別子タイプ | URI | |||||
| 関連識別子 | http://www.utwente.nl/ctit/publications/workshopproceedings/2009/wp0902.pdf | |||||
| 関連名称 | CAPA2009 | |||||
| 著者版フラグ | ||||||
| 出版タイプ | AM | |||||
| 出版タイプResource | http://purl.org/coar/version/c_ab4af688f83e57aa | |||||
