Classification of Human Motion Data Based on Inertial Measurement Units in Sports: A Scoping Review
Inertial measurement units (IMU) are widely used in sports applications to digitise human
motion by measuring acceleration and rotational velocity in three-dimensional space. A …
motion by measuring acceleration and rotational velocity in three-dimensional space. A …
An effective swimming stroke recognition system utilizing deep learning based on inertial measurement units
L Chen, D Hu - Advanced Robotics, 2023 - Taylor & Francis
Machine learning (ML) and deep learning (DL) techniques have been applied to activity
recognition in sports such as swimming with the help of inertial measurement units (IMU). In …
recognition in sports such as swimming with the help of inertial measurement units (IMU). In …
Basic investigation of a method of assessing tennis forehand stroke quality using convolutional neural networks and inertia sensors
Y Omae - AIP Conference Proceedings, 2023 - pubs.aip.org
To improve the movement performance of athletes, it is desirable to have an environment in
which the movement quality ca be accurately assessed. For that reason, in this study, we …
which the movement quality ca be accurately assessed. For that reason, in this study, we …
[PDF][PDF] Human Digital Twin for Shooting Sports Training.
S Morzenti - DC@ CHItaly, 2023 - ceur-ws.org
Digital twins are innovative tools that are only recently finding diffusion, mostly in industrial
fields. Among the possible applications on humans, Digital Twins have been employed in …
fields. Among the possible applications on humans, Digital Twins have been employed in …