TY - GEN
T1 - IEC-based motion retrieval system using laban movement analysis
AU - Wakayama, Yuki
AU - Okajima, Seiji
AU - Takano, Shigeru
AU - Okada, Yoshihiro
PY - 2010
Y1 - 2010
N2 - 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.
AB - 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.
UR - https://www.scopus.com/pages/publications/78649302834
UR - https://www.scopus.com/pages/publications/78649302834#tab=citedBy
U2 - 10.1007/978-3-642-15384-6_27
DO - 10.1007/978-3-642-15384-6_27
M3 - Conference contribution
AN - SCOPUS:78649302834
SN - 3642153836
SN - 9783642153839
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 251
EP - 260
BT - Knowledge-Based and Intelligent Information and Engineering Systems - 14th International Conference, KES 2010, Proceedings
T2 - 14th International Conference on Knowledge-Based and Intelligent Information and Engineering Systems, KES 2010
Y2 - 8 September 2010 through 10 September 2010
ER -