Multiband and spectral eigenfaces for face recognition in hyperspectral images

Proceedings of SPIE - The International Society for Optical Engineering

Volumn 5779, Issue , 2005, Pages 144-151

  Pan, Zhihong ^a   Healey, Glenn ^b   Tromberg, Bruce ^c  

^a Galileo Group Inc   (United States)

^b UNIVERSITY OF CALIFORNIA   (United States)

^c UNIVERSITY OF CALIFORNIA   (United States)

Author keywords

Face recognition; Hyperspectral image; Spectral eigenface

Indexed keywords

HYPERSPECTRAL IMAGE; SPECTRAL EIGENFACE;

ALGORITHMS; COMPUTATIONAL METHODS; FEATURE EXTRACTION; IMAGE ANALYSIS; PRINCIPAL COMPONENT ANALYSIS;

FACE RECOGNITION;

EID: 26444560572     PISSN: 0277786X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.603446     Document Type: Conference Paper

References (18)

1. K. Etemad and R. Chellappa, "Discriminant analysis for recognition of human face images," J. Opt. Soc. Am. A 14, pp. 1,724-1,733, 1997.
2. B. Moghaddam and A. Pentland, "Probabalistic visual recognition for object recognition," IEEE Trans. Pattern Anal. Machine Intell. 19, pp. 696-710, July 1997.
3. L. Wiskott, J.-M. Fellous, N. Kruger, and C. von der Malsburg, "Face recognition by elastic bunch graph matching," IEEE Trans. Pattern Anal. Machine Intell. 19, pp. 775-779, July 1997.
4. P. Phillips, H. Moon, A. Rizvi, and P. Rauss, "The FERET evaluation methodology for face-recognition algorithms," IEEE Trans. Pattern Anal. Machine Intell. 22, pp. 1090-1104, October 2000.
5. R. Gross, J. Shi, and J. Cohn, "Quo vadis face recognition?," Tech. Rep. CMU-RI-TR-01-17, Robotics Institute, Carnegie-Mellon University, Pittsburgh, PA, June 2001.
6. F. Huang, Z. Zhou, H.-J. Zhang, and T. Chen, "Pose invariant face recognition," in Proc. IEEE Int. Conf. on Automat. Face and Gesture Recog., pp. 245-250, 2000.
7. K. Okada and C. von der Malsburg, "Pose-invariant face recognition with parametric linear subspaces," in Proc. IEEE Int. Conf. on Automat. Face and Gesture Recog., pp. 64-69, 2002.
8. M. Lee and S. Ranganath, "Pose-invariant face recognition using a 3d deformable model," Pattern Recognition 36, pp. 1835-1846, 2003.
9. V. Blanz and T. Vetter, "Face recognition based on fitting a 3d morphable model," IEEE Trans. Pattern Anal. Machine Intell. 25(9), pp. 1063-1074, 2003.
10. P. Phillips, P. Grother, R. Micheals, D. Blackburn, E. Tabassi, and M. Bone, "Face recognition vendor test 2002: Overview and summary," tech. rep., Defense Advanced Research Projects Agency, Arlington, VA, March 2003.
11. G. Healey and D. Slater, "Models and methods for automated material identification in hyperspectral imagery acquired under unknown illumination and atmospheric conditions," IEEE Trans. Geosci. Remote Sensing 37, pp. 2706-2717, November 1999.
12. G. Healey and D. Slater, "Lessons learned: technology transfer from terrestrial spectroscopy to biomedicine," in SPIE Volume 3920, Spectral Imaging: Instrumentation, Applications, and Analysis, (San Jose), January 2000.
13. D. Comis, "Machine vision sees the food contaminants we can't see," Agricultural Research 50(8), pp. 4-8, 2002.
14. Z. Pan, G. Healey, M. Prasad, and B. Tromberg, "Face recognition in hyperspectral images," in Proc. IEEE Conf. on Comp. Vision and Patt. Recog., IEEE, pp. 334-339, Institute of Electrical and Electronics Engineers, (Madison, WI), June 2003.
15. D. Bolme, M. Teixeira, R. Beveridge, and B. Draper, "The CSU face identification evaluation system: its purpose, features and structure," in Proc. Int. Conf. on Comp. Vision Systems, pp. 304-313, 2003.
16. M. Turk and A. Pentland, "Face recogntion using eigenfaces," in Proc. IEEE Conf. on Comp. Vision and Patt. Recog., pp. 586-591, 1991.
17. R. Beveridge, D. Bolme, M. Teixeira, , and B. Draper, "The CSU face identification evaluation system user's guide: version 5.0," tech. rep., Computer Science Department Colorado State University, May 2003.
18. P. Ready and P. Wintz, "Information extraction, snr improvement and data compression in multispectral imagery," IEEE Trans. Commun. 21(10), pp. 1123-1131, 1973.