Generative adversarial networks to create synthetic motion capture datasets including subject and gait characteristics - Bicer, Metin; Phillips, Andrew T.M.; Melis, Alessandro; McGregor, Alison H.; Modenese, Luca (Journal of biomechanics, 2024)
Keywords: Adult; Biomechanical Phenomena; Conditional Generative Adversarial Networks; Data compression; Datasets; Deep Learning; Design; Female; Gait; Gait - physiology; Generative adversarial networks; Humans; Kinematics; Male; Middle Aged; Motion Capture; Movement; Neural networks; Neural Networks, Computer; Synthetic data; Synthetic Mocap Dataset; Walking; Walking - physiology; Gait; Conditional Generative Adversarial Networks; Synthetic Mocap Dataset