Markerless motion capture and analysis based on depth images

• Main Author: Bian, Zhenpeng
• Other Authors: Nadia Magnenat-Thalmann
• Format: Theses and Dissertations
• Language: English
• Published: 2016
• Subjects: DRNTU::Engineering::Electrical and electronic engineering::Electronic systems::Signal processing; DRNTU::Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision; DRNTU::Engineering::Computer science and engineering::Information systems::Information systems applications; DRNTU::Engineering::Electrical and electronic engineering::Applications of electronics
• Online Access: https://hdl.handle.net/10356/65865
• Institution: Nanyang Technological University

The works presented in this thesis focus on depth images based human motion capture in realistic daily scenarios and two novel motion analysis frameworks on fall detection and human-computer interface based on motion capture algorithms. We propose a body part extraction algorithm to improve the robu...