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

Marion Morel 1, 2, 3, * Catherine Achard 1 Richard Kulpa 2, 3 Séverine Dubuisson 1, 4, 5
* Corresponding author
1 ISIR - Institut des Systèmes Intelligents et de Robotique
2 M2S - Laboratoire Mouvement Sport Santé
3 MIMETIC - Analysis-Synthesis Approach for Virtual Human Simulation
IRISA-D6 - MEDIA ET INTERACTIONS, UR2 - Université de Rennes 2, Inria Rennes – Bretagne Atlantique
4 LIS - Laboratoire d'Informatique et Systèmes
5 I&M - Images et Modèles
LIS - Laboratoire d'Informatique et Systèmes
Abstract : 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.
Keywords : Multidimensional features Evaluation Synchrony Dynamic Time Warping Motion Capture
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Submitted on : Tuesday, November 28, 2017 - 4:27:59 PM
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UNIV-RENNES1 | M2S | UNIV-RENNES2 | UR2-HB | UNIV-PARIS-SACLAY | UPMC | ENS-CACHAN | ISIR | CNRS | UNIV-BREST | INRIA | IRISA | UR1-MATH-STIC | UR1-UFR-ISTIC | UNIV-RENNES | CENTRALESUPELEC | SORBONNE-UNIVERSITE | SU-SCIENCES | INSA-RENNES | SU-TI | UR1-MATH-NUM | UR1-BIO-SA | ENS-PARIS-SACLAY | ISIR_PIROS | LIS-LAB | UNIV-TLN | UNIV-AMU | INRIA2 | INCIAM

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Marion Morel, Catherine Achard, Richard Kulpa, Séverine Dubuisson. Automatic evaluation of sports motion: A generic computation of spatial and temporal errors. Image and Vision Computing, Elsevier, 2017, 64, pp.67-78. ⟨10.1016/j.imavis.2017.05.008⟩. ⟨hal-01586401⟩

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