3D FACE RECOGNITION TECHNIQUES - A REVIEW

In this paper, the exploration of new face recognition technology that is 3D face recognition is being analyzed. Face Recognition is widely used for security at many places like airport, organizations, many devices etc. The challenges faced in 2D face recognition technology is been solved through various approaches mentioned in the paper. The various implementation approaches widely accepted is been discussed. Each process in the face recognition consists of sub-process and the sub-process is categorized into registration, representation, extraction of discriminative features.

[1]  Liyan Zhang,et al.  3D face authentication and recognition based on bilateral symmetry analysis , 2005, The Visual Computer.

[2]  Harry Wechsler,et al.  Automated face recognition , 1997, Defense + Security Symposium.

[3]  Rama Chellappa,et al.  Human and machine recognition of faces: a survey , 1995, Proc. IEEE.

[4]  Marc Acheroy,et al.  Automatic 3D face authentication , 2000, Image Vis. Comput..

[5]  Liming Chen,et al.  3D Face recognition by ICP-based shape matching , 2005 .

[6]  M. Turk,et al.  Eigenfaces for Recognition , 1991, Journal of Cognitive Neuroscience.

[7]  Alexander M. Bronstein,et al.  Three-Dimensional Face Recognition , 2005, International Journal of Computer Vision.

[8]  Marc Acheroy,et al.  Face verification from 3D and grey level clues , 2001, Pattern Recognit. Lett..

[9]  L. D. Harmon,et al.  Man-machine interaction in human-face identification , 1972 .

[10]  Gaile G. Gordon,et al.  Face recognition based on depth and curvature features , 1992, Proceedings 1992 IEEE Computer Society Conference on Computer Vision and Pattern Recognition.

[11]  E. Oja,et al.  Independent Component Analysis , 2001 .

[12]  David J. Kriegman,et al.  Eigenfaces vs. Fisherfaces: Recognition Using Class Specific Linear Projection , 1996, ECCV.

[13]  Irene Y. H. Gu,et al.  3D Face Recognition Using Affine Integral Invariants , 2006, 2006 IEEE International Conference on Acoustics Speech and Signal Processing Proceedings.

[14]  Erkki Oja,et al.  Independent component analysis: algorithms and applications , 2000, Neural Networks.

[15]  David J. Kriegman,et al.  Eigenfaces vs. Fisherfaces: Recognition Using Class Specific Linear Projection , 1996, ECCV.

[16]  Hiromi T. Tanaka,et al.  Curvature-based face surface recognition using spherical correlation. Principal directions for curved object recognition , 1998, Proceedings Third IEEE International Conference on Automatic Face and Gesture Recognition.