Recent advances in deterministic human motion prediction: A review
T Deng, Y Sun - Image and Vision Computing, 2024 - Elsevier
In recent years, the rapid advancement of deep learning and the advent of extensive human
motion datasets have significantly enhanced the prominence of human motion prediction …
motion datasets have significantly enhanced the prominence of human motion prediction …
AMHGCN: Adaptive multi-level hypergraph convolution network for human motion prediction
Human motion prediction is the key technology for many real-life applications, eg, self-
driving and human–robot interaction. The recent approaches adopt the unrestricted full …
driving and human–robot interaction. The recent approaches adopt the unrestricted full …
A human-like action learning process: Progressive pose generation for motion prediction
Human motion prediction is crucial for the human–robot inter-action and self-driving. We
human beings learn an action with two stages, ie, the approximation stage and the …
human beings learn an action with two stages, ie, the approximation stage and the …
Spatiotemporal consistency learning from momentum cues for human motion prediction
H Chen, J Hu, W Zhang, P Su - IEEE Transactions on Circuits …, 2023 - ieeexplore.ieee.org
Extrapolating future human motion based on the historical human pose sequence is the
foundation of various intelligent applications. Numerous deep learning-based algorithms …
foundation of various intelligent applications. Numerous deep learning-based algorithms …
Simplified neural architecture for efficient human motion prediction in human-robot interaction
J Zou - Neurocomputing, 2024 - Elsevier
Human motion prediction is essential for safe and effective human-robot interaction, but
modeling the intricate spatio-temporal dynamics inherent in human movement remains …
modeling the intricate spatio-temporal dynamics inherent in human movement remains …
Human Motion Prediction: Assessing Direct and Geometry-Aware Approaches in 3D Space
Predicting 3D human motion is a complex task, owing to the unpredictable nature of human
movements. The influx of deep learning innovations and the availability of extensive …
movements. The influx of deep learning innovations and the availability of extensive …