IEC-based motion retrieval system using laban movement analysis

Yuki Wakayama, Seiji Okajima, Shigeru Takano, Yoshihiro Okada

研究成果: 著書/レポートタイプへの貢献会議での発言

10 引用 (Scopus)

抄録

This paper proposes a motion retrieval system using Interactive Evolutionary Computation (IEC) based on Genetic Algorithm (GA) and motion features defined based on Laban Movement Analysis (LMA) used for the similarity calculation of motions in the system. The proposed IEC-based motion retrieval system allows the user to retrieve motions similar to his/her required motions easily and intuitively only through the evaluation repeatedly performed by scoring satisfaction points to retrieved motions without entering any search queries. The authors newly define LMA-based motion features to represent them as genes of GA used for the similarity calculation in the system. This paper also clarify that the LMA-based motion features are available as similarity features of motions by showing results of analyzing them using SOM visualization.

元の言語英語
ホスト出版物のタイトルKnowledge-Based and Intelligent Information and Engineering Systems - 14th International Conference, KES 2010, Proceedings
ページ251-260
ページ数10
エディションPART 4
DOI
出版物ステータス出版済み - 11 29 2010
イベント14th International Conference on Knowledge-Based and Intelligent Information and Engineering Systems, KES 2010 - Cardiff, 英国
継続期間: 9 8 20109 10 2010

出版物シリーズ

名前Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
番号PART 4
6279 LNAI
ISSN(印刷物)0302-9743
ISSN(電子版)1611-3349

その他

その他14th International Conference on Knowledge-Based and Intelligent Information and Engineering Systems, KES 2010
英国
Cardiff
期間9/8/109/10/10

Fingerprint

Interactive Evolutionary Computation
Evolutionary algorithms
Retrieval
Genetic algorithms
Motion
Visualization
Genes
Movement
Genetic Algorithm
Scoring

All Science Journal Classification (ASJC) codes

  • Theoretical Computer Science
  • Computer Science(all)

これを引用

Wakayama, Y., Okajima, S., Takano, S., & Okada, Y. (2010). IEC-based motion retrieval system using laban movement analysis. : Knowledge-Based and Intelligent Information and Engineering Systems - 14th International Conference, KES 2010, Proceedings (PART 4 版, pp. 251-260). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); 巻数 6279 LNAI, 番号 PART 4). https://doi.org/10.1007/978-3-642-15384-6_27

IEC-based motion retrieval system using laban movement analysis. / Wakayama, Yuki; Okajima, Seiji; Takano, Shigeru; Okada, Yoshihiro.

Knowledge-Based and Intelligent Information and Engineering Systems - 14th International Conference, KES 2010, Proceedings. PART 4. 編 2010. p. 251-260 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); 巻 6279 LNAI, 番号 PART 4).

研究成果: 著書/レポートタイプへの貢献会議での発言

Wakayama, Y, Okajima, S, Takano, S & Okada, Y 2010, IEC-based motion retrieval system using laban movement analysis. : Knowledge-Based and Intelligent Information and Engineering Systems - 14th International Conference, KES 2010, Proceedings. PART 4 Edn, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 番号 PART 4, 巻. 6279 LNAI, pp. 251-260, 14th International Conference on Knowledge-Based and Intelligent Information and Engineering Systems, KES 2010, Cardiff, 英国, 9/8/10. https://doi.org/10.1007/978-3-642-15384-6_27
Wakayama Y, Okajima S, Takano S, Okada Y. IEC-based motion retrieval system using laban movement analysis. : Knowledge-Based and Intelligent Information and Engineering Systems - 14th International Conference, KES 2010, Proceedings. PART 4 版 2010. p. 251-260. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); PART 4). https://doi.org/10.1007/978-3-642-15384-6_27
Wakayama, Yuki ; Okajima, Seiji ; Takano, Shigeru ; Okada, Yoshihiro. / IEC-based motion retrieval system using laban movement analysis. Knowledge-Based and Intelligent Information and Engineering Systems - 14th International Conference, KES 2010, Proceedings. PART 4. 版 2010. pp. 251-260 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); PART 4).
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