Real-time 3D Face Recognition using Line Projection and Mesh Sampling

RODRIGUES, Marcos and ROBINSON, Alan (2011). Real-time 3D Face Recognition using Line Projection and Mesh Sampling. In: LAGA, H, FERREIRA, A, GODIL, A, PRATIKAKIS, I and VELTKAMP, R, (eds.) 3D Object Retrieval 2011 Eurographics Symposium Proceedings. Eurographics Association, 9-16.

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Abstract

The main contribution of this paper is to present a novel method for automatic 3D face recognition based on sampling a 3D mesh structure in the presence of noise. A structured light method using line projection is employed where a 3D face is reconstructed from a single 2D shot. The process from image acquisition to recognition is described with focus on its real-time operation. Recognition results are presented and it is demonstrated that it can perform recognition in just over one second per subject in continuous operation mode and thus, suitable for real time operation.

Item Type:	Book Section
Research Institute, Centre or Group - Does NOT include content added after October 2018:	Cultural Communication and Computing Research Institute > Communication and Computing Research Centre
Identification Number:	https://doi.org/10.2312/3DOR/3DOR11/009-016
Page Range:	9-16
Depositing User:	Marcos Rodrigues
Date Deposited:	29 May 2012 09:26
Last Modified:	18 Mar 2021 13:36
URI:	https://shura.shu.ac.uk/id/eprint/5055

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