Robust face recognition technique for a real-time embedded face recognition system

Shan, Ting, Bigdeli, Abbas, Lovell, Brian C. and Chen, Shaokang (2008). Robust face recognition technique for a real-time embedded face recognition system. In Brijesh Verma and Michael Blumenstein (Ed.), Pattern recognition technologies and applications : Recent advances (pp. 188-211) Hershey, PA, U.S.A.: Information Science Reference.

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Name Description MIMEType Size Downloads
Author Shan, Ting
Bigdeli, Abbas
Lovell, Brian C.
Chen, Shaokang
Title of chapter Robust face recognition technique for a real-time embedded face recognition system
Title of book Pattern recognition technologies and applications : Recent advances
Place of Publication Hershey, PA, U.S.A.
Publisher Information Science Reference
Publication Year 2008
Sub-type Research book chapter (original research)
ISBN 9781599048079
1599048078
9781599048093
1599048094
Editor Brijesh Verma
Michael Blumenstein
Chapter number 8
Start page 188
End page 211
Total pages 24
Total chapters 17
Language eng
Subjects 280000 Information, Computing and Communication Sciences
280207 Pattern Recognition
Abstract/Summary In Chapter 8, Shan, Bigdeli, Lovell and Chen propose a pose variability compensation technique which synthesizes realistic frontal face images from non-frontal views. It is based on modeling the face via active appearance models and estimating the pose through a correlation model. The proposed technique is coupled with adaptive principal component analysis (APCA) which was previously shown to perform well in the presence of both lighting and expression variations. The proposed recognition techniques, though advanced, are not computationally intensive. So they are quite well-suited to the embedded system environment. Indeed, the authors have implemented an early prototype of a face recognition module on a mobile camera phone so that the camera could be used to identify the person holding the phone.
Keyword Face recognition systems
Pattern recognition systems
Q-Index Code B1
Q-Index Status Provisional Code
Institutional Status UQ

 
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Created: Wed, 16 Jul 2008, 13:59:51 EST by Anne Draper on behalf of Social Sciences and Humanities Library Service