4.7 Article

Automatic evaluation of sports motion: A generic computation of spatial and temporal errors

Journal

IMAGE AND VISION COMPUTING
Volume 64, Issue -, Pages 67-78

Publisher

ELSEVIER
DOI: 10.1016/j.imavis.2017.05.008

Keywords

Dynamic Time Warping; Evaluation; Multidimensional features; Synchrony; Motion capture

Funding

  1. ENS ParisSaclay

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In this paper, we propose an innovative automatic evaluation process for any sport motions. Based on a 2-level Dynamic Time Warping, the process allows the evaluation of both spatial and temporal errors of a novice motion based on an experts' motion database and without any prior knowledge on the sport. This new methodology is evaluated with regards to coaches' assessment on two different kinds of motions: tennis serves and karate tsuki. (C) 2017 Elsevier B.V. All rights reserved.

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