17 citations · 20 across the 3 of their papers we have counts for
3 papers
cs.CV2024
Existence Is Chaos: Enhancing 3D Human Motion Prediction with Uncertainty Consideration
Zhihao Wang, Yulin Zhou, Ningyu Zhang +3
Human motion prediction is consisting in forecasting future body poses from historically observed sequences. It is a longstanding challenge due to motion's complex dynamics and unc…
cs.CV2022★ 17 cited
Shifting Perspective to See Difference: A Novel Multi-View Method for Skeleton based Action Recognition
Ruijie Hou, Yanran Li, Ningyu Zhang +3
Skeleton-based human action recognition is a longstanding challenge due to its complex dynamics. Some fine-grain details of the dynamics play a vital role in classification. The ex…
cs.CV2021★ 3 cited
Self-attention based anchor proposal for skeleton-based action recognition
Ruijie Hou, Zhao Wang
Skeleton sequences are widely used for action recognition task due to its lightweight and compact characteristics. Recent graph convolutional network (GCN) approaches have achieved…