Automated Dance Motion Evaluation using Dynamic Time Warping and Laban Movement Analysis

被引:0
|
作者
Jang, Minsu [1 ]
Kim, Dohyung [1 ]
Kim, Yeonho [2 ]
Kim, Jaehong [1 ]
机构
[1] Elect & Telecommun Res Inst, Gajeong Ro 281, Daejeon 305700, South Korea
[2] POSTECH, Dept Comp Sci & Engn, Gyungbuk, South Korea
来源
2017 IEEE INTERNATIONAL CONFERENCE ON CONSUMER ELECTRONICS (ICCE) | 2017年
关键词
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
We present in this paper an automated dance evaluation method based on dynamic time warping and Laban movement analysis. Our method can evaluate pose similarity, timing accuracy and stylistic quality. We validated our methodology using 400 dance fragments with varying proficiency levels, and achieved 97% accuracy.
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页数:2
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