Human pose estimation and action recognition based on monocular video inputs

Human pose estimation and action recognition based on monocular video inputs

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...

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Bibliographic Details
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

Internet

https://hdl.handle.net/10356/136596

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