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
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;
Conference_Titel :
Hybrid Intelligent Systems (HIS), 2012 12th International Conference on
Conference_Location :
Pune
Print_ISBN :
978-1-4673-5114-0
DOI :
10.1109/HIS.2012.6421353