Human pose estimation and action recognition based on monocular video inputs

• Main Author: Leong, Mei Chee
• Other Authors: Lee Yong Tsui
• Format: Thesis-Doctor of Philosophy
• Language: English
• Published: Nanyang Technological University 2020
• 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/10356/136596
• Institution: 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...