| 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 |
motion capture |
| キーワード |
|
|
主題 |
motion indexing |
| キーワード |
|
|
主題 |
motion appearance feature |
| キーワード |
|
|
主題 |
inductive logic |
| 資源タイプ |
|
|
資源タイプ |
conference paper |
| 著者 |
向井, 智彦
栗山, 繁
|
| 著者(英） |
Mukai, Tomohiko
Kuriyama, Shigeru
|
| 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
|
| 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 |
casa2009-0045 (115.1 kB)
.png)
