Title :
3D face matching using structured ordered facial patterns
Author :
Werghi, Naoufel ; Bnouni, Nesrine ; Gazzah, Sami
Author_Institution :
Dept. of Electr. & Comput. Eng., Khalifa Univ., Sharjah, United Arab Emirates
Abstract :
Recently, there has been an increasing interest in using 3D facial images as biometric modality. To that end, a proper representation of the 3D facial shape that would allow effective face matching is a major requirement. In this paper, we propose a novel 3D facial representation, dubbed, the face-tree. We describe the extraction process of this representation from 3D triangular mesh face model, then we showcase its distinguished properties which include, ordered structure, compactness, richness, efficiency, and capacity for partial deployment. We showcase and discuss the potential of the face-tree representation in 3D face matching.
Keywords :
face recognition; feature extraction; image representation; mesh generation; solid modelling; trees (mathematics); 3D face matching; 3D facial images; 3D facial shape representation; 3D triangular mesh face model; biometric modality; extraction process; face-tree representation; structured ordered facial patterns; Conferences; Face; Face recognition; Feature extraction; Nose; Shape; Solid modeling;
Conference_Titel :
Systems, Signals & Devices (SSD), 2013 10th International Multi-Conference on
Conference_Location :
Hammamet
Print_ISBN :
978-1-4673-6459-1
Electronic_ISBN :
978-1-4673-6458-4
DOI :
10.1109/SSD.2013.6564025