The Proceedings of the Symposium on sports and human dynamics
Online ISSN : 2432-9509
2019
Session ID : A-35
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3D Pose Estimation using RGB Camera for Karate Motions
*Shimpei AIHARA[in Japanese]Hiroyasu IWATA
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Abstract

The objective of our research is to develop the pose estimation algorithm for Karate motions using RGB Camera. Kata is the representation of Karate’s self-defense techniques strung together into a performance routine. Kata is judged based on several technical and physical criteria; including speed and strength. For this reason, quality evaluation for Karate motions by technology is difficult. In this research, we created a data set targeting karate movement. We also developed the pose estimation algorithm for Karate motions by deep learning using this data set.

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© 2019 The Japan Society of Mechanical Engineers
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