Robust RGB-D face recognition using Kinect sensor

In this paper we propose a robust face recognition algorithm for low resolution RGB-D Kinect data. Many techniques are proposed for image preprocessing due to the noisy depth data. First, facial symmetry is exploited based on the 3D point cloud to obtain a canonical frontal view image irrespective o...

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Bibliographic Details

Published in:	Neurocomputing (Amsterdam) Vol. 214; pp. 93 - 108
Main Authors:	Li, Billy Y.L., Xue, Mingliang, Mian, Ajmal, Liu, Wanquan, Krishna, Aneesh
Format:	Journal Article
Language:	English
Published:	Elsevier B.V 19.11.2016
Subjects:	3D face recognition Kinect Multi-channel discriminant transform Sparse coding Kinect 3D face recognition Multi-channel discriminant transform Sparse coding
ISSN:	0925-2312, 1872-8286
Online Access:	Get full text
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