DocumentCode
3090036
Title
A heuristic approach to 3D face modelling for efficient face recognition
Author
Chakraborti, Tathagata ; Sengupta, Aparajita ; Konar, Amit ; Ramadoss, J.
Author_Institution
Electron. & Telecommun. Eng., Jadavpur Univ., Kolkata, India
fYear
2012
fDate
4-7 Dec. 2012
Firstpage
312
Lastpage
317
Abstract
This article provides a swarm intelligence approach to 3D face recognition. A parametric evolutionary face model is proposed and the optimal parameters are determined by minimizing an error function. The extracted parameters are employed in the recognition phase for classification. Experimental validations have been performed on the neutral face scans of the CASIA Face Database, a challenging database for face recognition purposes and the results demonstrate the efficacy of the approach.
Keywords
face recognition; minimisation; solid modelling; swarm intelligence; 3D face modelling; 3D face recognition; CASIA face database; error function minimization; neutral face scans; parametric evolutionary face model; swarm intelligence approach; Biological system modeling; Face; Intelligent systems; Optimization; Runtime; Sociology; Statistics; 3D Face Recognition; Biometrics; Particle Swarm Optimization;
fLanguage
English
Publisher
ieee
Conference_Titel
Hybrid Intelligent Systems (HIS), 2012 12th International Conference on
Conference_Location
Pune
Print_ISBN
978-1-4673-5114-0
Type
conf
DOI
10.1109/HIS.2012.6421353
Filename
6421353
Link To Document