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  1. 会議発表論文

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/1348
ec6eb9a8-d039-4cdc-a24b-3f45b93d6dfd
名前 / ファイル ライセンス アクション
2.pdf sca2007-pd0022 (535.7 kB)
license.icon
Item type 会議発表論文 / Conference Paper(1)
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
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

WEKO 1909
NRID 1000010432296
e-Rad 10432296

向井, 智彦

Search repository
脇坂, 健一

× 脇坂, 健一

WEKO 1999

脇坂, 健一

Search repository
栗山, 繁

× 栗山, 繁

WEKO 1885
NRID 1000020264939
e-Rad 20264939

栗山, 繁

Search repository
著者(英) Mukai, Tomohiko

× Mukai, Tomohiko

WEKO 2002

Mukai, Tomohiko

Search repository
Wakisaka, Ken-ichi

× Wakisaka, Ken-ichi

WEKO 2001

Wakisaka, Ken-ichi

Search repository
Kuriyama, Shigeru

× Kuriyama, Shigeru

WEKO 1991

Kuriyama, Shigeru

Search repository
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.
書誌情報 Proceedings - SCA 2007 : ACM SIGGRAPH / Eurographics Symposium on Computer Animation 2007, Posters and Demos

p. 22-23, 発行日 2007-08
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
著者版フラグ
出版タイプ AM
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