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 :
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