3D Face Acquisition, Modelling and Recognition

Cook, Jamie A. and Baker, Jason and Chandran, Vinod and Sridharan, Sridha (2004) 3D Face Acquisition, Modelling and Recognition. In Proceedings Workshop on Internet, Transmission and Signal Processing, Adelaide.

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Abstract

This paper presents a novel integrated 3D face verification system. The system comprises of a Structured Light Scanner acquisition stage, with 3D surface fitting and filtering. A-priori information of the human face is utilised to select and extract a region of interest from the face surface, whilst the Iterative Closest Point (ICP) algorithm is employed to establish correspondence between test and target and to compensate for the non-rigid nature of the surfaces. The verification process uses a Euclidean distance classifier across combinations of features extracted from the surfaces and results from a database of 21 subjects are presented.

Item Type:	Conference Paper
Status:	Published
Keywords:	3D, Face Recognition, ICP, SLS
Subjects:	280000 Information, Computing and Communication Sciences > 280200 Artificial Intelligence and Signal and Image Processing > 280208 Computer Vision 280000 Information, Computing and Communication Sciences > 280200 Artificial Intelligence and Signal and Image Processing > 280203 Image Processing 280000 Information, Computing and Communication Sciences > 280200 Artificial Intelligence and Signal and Image Processing > 280204 Signal Processing 280000 Information, Computing and Communication Sciences > 280100 Information Systems > 280104 Computer-Human Interaction 280000 Information, Computing and Communication Sciences > 280200 Artificial Intelligence and Signal and Image Processing > 280207 Pattern Recognition
ID Code:	7943
Deposited By:	Cook, James
Deposited On:	04 June 2007