Articulated Non-Rigid Point Set Registration for Human Pose Estimation from 3D Sensors

We propose a generative framework for 3D human pose estimation that is able to operate on both individual point sets and sequential depth data. We formulate human pose estimation as a point set registration problem, where we propose three new approaches to address several major technical challenges...

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Bibliographic Details

Published in:	Sensors
Main Authors:	Song Ge, Guoliang Fan
Format:	Article
Language:	English
Published:	MDPI AG 2015-06-01
Subjects:	point set registration visible points extraction segment volume validation human pose estimation
Online Access:	http://www.mdpi.com/1424-8220/15/7/15218