IEC-based motion retrieval system using laban movement analysis

Yuki Wakayama, Seiji Okajima, Shigeru Takano, Yoshihiro Okada

Research output: Chapter in Book/Report/Conference proceedingConference contribution

10 Citations (Scopus)

Abstract

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.

Original languageEnglish
Title of host publicationKnowledge-Based and Intelligent Information and Engineering Systems - 14th International Conference, KES 2010, Proceedings
Pages251-260
Number of pages10
EditionPART 4
DOIs
Publication statusPublished - Nov 29 2010
Event14th International Conference on Knowledge-Based and Intelligent Information and Engineering Systems, KES 2010 - Cardiff, United Kingdom
Duration: Sep 8 2010Sep 10 2010

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
NumberPART 4
Volume6279 LNAI
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Other

Other14th International Conference on Knowledge-Based and Intelligent Information and Engineering Systems, KES 2010
CountryUnited Kingdom
CityCardiff
Period9/8/109/10/10

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)

Cite this

Wakayama, Y., Okajima, S., Takano, S., & Okada, Y. (2010). IEC-based motion retrieval system using laban movement analysis. In Knowledge-Based and Intelligent Information and Engineering Systems - 14th International Conference, KES 2010, Proceedings (PART 4 ed., pp. 251-260). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 6279 LNAI, No. 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. ed. 2010. p. 251-260 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 6279 LNAI, No. PART 4).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Wakayama, Y, Okajima, S, Takano, S & Okada, Y 2010, IEC-based motion retrieval system using laban movement analysis. in 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), no. PART 4, vol. 6279 LNAI, pp. 251-260, 14th International Conference on Knowledge-Based and Intelligent Information and Engineering Systems, KES 2010, Cardiff, United Kingdom, 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. In Knowledge-Based and Intelligent Information and Engineering Systems - 14th International Conference, KES 2010, Proceedings. PART 4 ed. 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. ed. 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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