Investigating pose representations and motion contexts modeling for 3D motion prediction

• Main Authors: Liu, Zhenguang, Wu, Shuang, Jin, Shuyuan, Liu, Qi, Ji, Shouling, Lu, Shijian, Cheng, Li
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2022
• Subjects: Engineering::Computer science and engineering; Motion Prediction; Motion Context
• Online Access: https://hdl.handle.net/10356/162631
• Institution: Nanyang Technological University

Predicting human motion from historical pose sequence is crucial for a machine to succeed in intelligent interactions with humans. One aspect that has been obviated so far, is the fact that how we represent the skeletal pose has a critical impact on the prediction results. Yet there is no effort tha...