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Rule-based Retrieval of Human Motion Data Using Inductive Logic Programming
https://repo.lib.tut.ac.jp/records/1348
https://repo.lib.tut.ac.jp/records/1348ec6eb9a8-d039-4cdc-a24b-3f45b93d6dfd
| 名前 / ファイル | ライセンス | アクション |
|---|---|---|
sca2007-pd0022 (535.7 kB)
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| Item type | 会議発表論文 / Conference Paper(1) | |||||||||||
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| 公開日 | 2014-06-24 | |||||||||||
| タイトル | ||||||||||||
| タイトル | Rule-based Retrieval of Human Motion Data Using Inductive Logic Programming | |||||||||||
| 言語 | en | |||||||||||
| 言語 | ||||||||||||
| 言語 | eng | |||||||||||
| キーワード | ||||||||||||
| 主題 | motion retrieval | |||||||||||
| キーワード | ||||||||||||
| 主題 | geometric feature | |||||||||||
| キーワード | ||||||||||||
| 主題 | inductive logic programming | |||||||||||
| 資源タイプ | ||||||||||||
| 資源タイプ | conference paper | |||||||||||
| 著者 |
向井, 智彦
× 向井, 智彦
× 脇坂, 健一
× 栗山, 繁
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| 著者(英） |
Mukai, Tomohiko
× Mukai, Tomohiko
× Wakisaka, Ken-ichi
× Kuriyama, Shigeru
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| 抄録 | ||||||||||||
| 内容記述タイプ | Abstract | |||||||||||
| 内容記述 | This paper proposes a novel method for automatically classifying and retrieving motions based on spatio-temporal features of motion appearance. Our method first converts a motion data into a form of clausal language that represents geometrical relations between human body parts and their temporal relations. A classification rule is then learned from the minimal set of manually classified examples using inductive logic programming. We introduce a two-step search algorithm to retrieve motion segments from the motion database, which uses two types of classification rules that are discovered by different learning models. Our method allows robust and efficient retrieval from complex motion sequences with a small number of training data. |
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| bibliographic_information |
Proceedings - SCA 2007 : ACM SIGGRAPH / Eurographics Symposium on Computer Animation 2007, Posters and Demos p. 22-23, 発行日 2007-08 |
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| 出版者 | ||||||||||||
| 出版者 | ACM | |||||||||||
| 権利 | ||||||||||||
| 権利情報 | (C) ACM 2007. 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 – SCA 2007 : ACM SIGGRAPH / Eurographics Symposium on Computer Animation 2007, Posters and Demos, pp.22-23 | |||||||||||
| 出版タイプ | ||||||||||||
| 出版タイプ | AM | |||||||||||
