Sequence-to-sequence learning for motion prediction and generation

• Main Author: Wu, Shuang
• Other Authors: Lu Shijian
• Format: Thesis-Doctor of Philosophy
• Language: English
• Published: Nanyang Technological University 2022
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision; Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• Online Access: https://hdl.handle.net/10356/159102
• Institution: Nanyang Technological University

The research field for computational understanding and modelling of human motion has garnered increasing importance in the last decade, with a plethora of applications in sports science, animation, robotics, surveillance and autonomous driving. In this thesis, we engage the sequence-to-sequence lear...