Data Augmentation by Synthesizing IMU Data of Physiotherapeutic Exercises using Musculoskeletal Models
This study presents a novel approach to augment physiotherapeutic exercise datasets by synthesizing realistic Inertial Measurement Unit (IMU) data. The augmented dataset is used to improve the performance of a deep learning based exercise evaluation system. The approach is demonstrated using the dee...
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| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
De Gruyter
2024-12-01
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| Series: | Current Directions in Biomedical Engineering |
| Subjects: | |
| Online Access: | https://doi.org/10.1515/cdbme-2024-2148 |
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