Robust, shift-invariant biometric identification from partial face images

Proceedings of SPIE - The International Society for Optical Engineering

Volumn 5404, Issue , 2004, Pages 124-135

  Savvides, Marios ^a   Vijayakumar, B V K ^a   Khosla, Pradeep K ^a  

^a CARNEGIE MELLON UNIVERSITY   (United States)

Author keywords

Correlation filters; Face recognition

Indexed keywords

CORRELATION FILTERS; FACE IMAGES; FACE VERIFICATION; FREQUENCY STORAGE;

CORRELATION METHODS; DATABASE SYSTEMS; ERROR ANALYSIS; GAUSSIAN NOISE (ELECTRONIC); ILLUMINATING ENGINEERING; IMAGE ANALYSIS; IMAGE SEGMENTATION;

FACE RECOGNITION;

EID: 8844239303     PISSN: 0277786X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.542969     Document Type: Conference Paper

References (15)

1. M. Savvides, B.V.K.Vijaya Kumar, Illumination Normalization using Logarithm Transforms for Face Authentication. Lecture Notes in Computer Science, Springer-Verlag, 2688/2003: p. 549-556.
2. M. Savvides, B.V.K.Vijaya Kumar., Quad Phase Minimum Average Correlation Energy Filters for Reduced Memory Illumination Tolerant Face Authentication. Lecture Notes in Computer Science, Springer-Verlag, 2003. 2688/2003: p. 19-26.
3. M. Savvides, K. Venkataramani, and B.V.K.Vijaya Kumar. Incremental updating of advanced correlation filters for biometric authentication systems. 2003. International Conference on Multimedia & Expo. (ICME) '03.
4. T. Sim, S. Baker, and M. Bsat, The CMU Pose, Illumination, and Expression (PIE) database of human faces. 2001, Pittsburgh, Pa.: The Robotics Institute, Carnegie Mellon University. 17 p.
5. P.N. Belhumeur, J.P. Hespanha, and D.J. Kriegman, Eigenfaces vs. Fisherfaces: recognition using class specific linear projection. IEEE Transactions on Pattern Analysis and Machine Intelligence, 1997.19(7): p. 711-720.
6. A.V. Lugt, Signal detection by complex spatial filtering. IEEE Trans. Inf. Theory., 1964. IT10: p. 139-145.
7. M. Savvides, B.V.K.Vijaya Kumar and P.K. Khosla. Face verification using correlation filters. in Proc. of the Third IEEE Automatic Identification Advanced Technologies. 2002. Tarrytown, New York.
8. C.F. Hester and D. Casasent, Multivariant technique for multiclass pattern recognition. Applied Optics, 1980. 19: p. 1758-1761.
9. A. Mahalanobis, B.V.K. Vijaya Kumar, D. Casasent, Minimum average correlation energy filters. Applied Optics, 1987. 26: p. 3633-3640.
10. A. Mahalanobis, B.V.K. Vijaya Kumar, S.R.F. Sims, J.F. Epperson, Unconstrained correlation filters. Applied Optics, 1994. 33: p. 3751-3759.
11. M. Savvides and B.V.K. Vijaya Kumar. Efficient design of advanced correlation filters for robust distortion-tolerant face recognition. Proceedings of IEEE Conference on Advanced Video and Signal Based Surveillance, 2003.
12. B.V.K Vijaya Kumar, Minimum variance synthetic discriminant functions. J.Opt.Soc.Am., 1986. A 3: p. 1579-1584.
13. J. Figue and P. Refregier, Optimality of trade-off filters. Applied Optics, 1993.32: p. 1933-1935.
14. P. Refregier, Optimal trade-off filters for noise robustness, sharpness of the correlation peak, and Homer efficiency. Optics Letters, 1991. 16: p. 829-831.
15. S. Curtis, J. Lim, and A. Oppenheim. Signal reconstruction from one bit of Fourier transform phase. in Acoustics, Speech, and Signal Processing, IEEE International Conference on ICASSP '84. 1984.