Andreas Spilz

Boosting Automatic Exercise Evaluation Through Musculoskeletal Simulation-Based Augmentation of IMU-Derived Orientation Data

Automated evaluation of movement quality can enhance physiotherapeutic treatment and sports training by providing objective, real-time feedback. However, deep learning models that assess movements captured by inertial measurement units (IMUs) are often limited by data scarcity, class imbalance, and label ambiguity. We...