Title :
3D face matching: An alignment approach using ordered facial surface patterns
Author :
Werghi, Naoufel ; Naqbi, Mohamed K.
Author_Institution :
Dept. of Comput. Eng., Khalifa Univ., Sharjah, United Arab Emirates
Abstract :
In this paper, a novel topological structured pattern, dubbed a spiral facet, is proposed and applied for the encoding and alignment of 3D facial triangular mesh surfaces. After describing the foundation of this representation, we present two direct face alignment methods, that exploit the ordered structure of the spiral facet in addressing the correspondence problem. We study the behavior and the performance of these two methods through experimentation conducted with a subset of a 3D face database. We also showcase the potential of our alignment framework for face recognition.
Keywords :
face recognition; image matching; mesh generation; visual databases; 3D face database; 3D face matching; 3D facial triangular mesh surfaces; alignment approach; face alignment methods; face recognition; ordered facial surface patterns; spiral facet; topological structured pattern; Accuracy; Face; Nose; Shape; Spirals; Surface treatment; Three dimensional displays; 3D face alignment; 3D face description; 3D face recognition; 3D facial mesh surface; Biometry;
Conference_Titel :
Current Trends in Information Technology (CTIT), 2011 International Conference and Workshop on
Conference_Location :
Dubai
Print_ISBN :
978-1-4673-0097-1
Electronic_ISBN :
978-1-4673-0096-4
DOI :
10.1109/CTIT.2011.6107953