1A1-I04 Estimating Sports Skill Using Ensemble Leaning

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  • 1A1-I04 集団学習を用いた運動スキルの評価(感覚・運動・計測)

Abstract

We propose a technique that automatically estimates a sports skill of examinees. In our study, we are discussing the technique for golf putting. However, we have estimated the skill only from apart of the examinee's motion data. It became the problem that the arbitrariness characteristics occur when choosing sensor. In this study, we introduce ensemble leaning to treat the whole motion data with Recurrent Neural Networks as temporary estimate sports skill and unify these result. The experimental result suggested the effectiveness of our method.

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