3D Body Tracking using Deep Learning

This thesis introduces a 3D body tracking system based on neutral networks and 3D geometry, which can robustly estimate body poses and accurate body joints. This system takes RGB-D data as input. Body poses and joints are firstly extracted from color image using deep learning approach. The estimated...

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Bibliographic Details
Main Author: Xu, Qingguo
Format: Others
Published: UKnowledge 2017
Subjects:
Online Access:http://uknowledge.uky.edu/cs_etds/59
http://uknowledge.uky.edu/cgi/viewcontent.cgi?article=1064&context=cs_etds