Human pose estimation and action recognition based on monocular video inputs

• 主要作者: Leong, Mei Chee
• 其他作者: Lee Yong Tsui
• 格式: Thesis-Doctor of Philosophy
• 語言: English
• 出版: Nanyang Technological University 2020
• 主題: Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision; Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• 在線閱讀: https://hdl.handle.net/10356/136596
• 機構: Nanyang Technological University

This thesis presents the research work for the PhD program that focuses on investigating the main processes in human motion analysis from a single video camera, which includes: 1) 3D human pose estimation, 2) motion reconstruction, and 3) action recognition. Motion capture and analysis is an active...