Illumination-invariant face recognition in hyperspectral images

Proceedings of SPIE - The International Society for Optical Engineering

Volumn 5093, Issue , 2003, Pages 275-282

  Pan, Zhihong ^a   Healey, Glenn ^a   Prasad, Manish ^a   Tromberg, Bruce ^b  

^a UNIVERSITY OF CALIFORNIA   (United States)

^b UNIVERSITY OF CALIFORNIA   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

GLOBAL IRRADIANCE SPECTRA; HYPERSPECTRAL IMAGES;

ALGORITHMS; CAMERAS; COMPUTATIONAL METHODS; DATABASE SYSTEMS; DEGRADATION; LIGHTING; MATHEMATICAL MODELS; REFLECTION; SPECTROSCOPY; SPECTRUM ANALYSIS; TISSUE; VECTORS;

FACE RECOGNITION;

EID: 1642474423     PISSN: 0277786X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.488561     Document Type: Conference Paper

References (22)

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. D. Swets and J. Weng, "Using discriminant eigenfeatures for image retrieval," IEEE Trans. Pattern Anal. Machine Intell. 18, pp. 831-836, August 1996.
4. J. Wilder, "Face recognition using transform coding of grayscale projection and the neural tree network," in Artifical neural networks with applications in speech and vision, R. Mammone, ed., pp. 520-536, Chapman Hall, 1994.
5. 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.
6. 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.
7. 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, March 2003.
8. R. Gross, J. Shi, and J. Cohn, "Quo vadis face recognition?," Tech. Rep. CMU-RI-TR-01-17, Robotics Institute, Carnegie-Mellon University, June 2001.
9. R. Gross, I. Matthews, and S. Baker, "Appearance based face recognition and light-fields," Tech. Rep. CMU-RI-TR-02-20, Robotics Institute, Carnegie-Mellon University, August 2002.
10. V. Blanz, S. Romdhani, and T. Vetter, "Face identification across different poses and illuminations with a 3D morphable model," in Proc. IEEE Int. Conf. on Automat. Face and Gesture Recog., pp. 202-207, (Washington, DC), 2002.
11. A. Martínez, "Recognizing imprecisely localized, partially occluded and expression variant faces from a single sample per class," IEEE Trans. Pattern Anal. Machine Intell. 24(6), pp. 748-763, 2002.
12. 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.
13. Z. Pan, M. Prasad, G. Healey, and B. Tromberg, "Recognizing faces in hyperspectral images," in SPIE Proceedings Vol. 4725, Algorithms for Multispectral, Hyperspectral, and Ultraspectral Imagery VIII, pp. 168-176, April 2002.
14. D. Judd, D. MacAdam, and G. Wyszecki, "Spectral distribution of typical daylight as a function of correlated color temperature," J. Opt. Soc. Am. 54, pp. 1031-1040, 1964.
15. S. Das and V. Sastri, "Spectral distribution and color of tropical daylight," J. Opt. Soc. Am. 55, pp. 319-323, 1965.
16. J. Hernández-Andrés, J. Romero, and J. Nieves, "Color and spectral analysis of daylight in southern europe," J. Opt. Soc. Am. A 18, pp. 1325-1335, June 2001.
17. G. Winch, M. Boshoff, C. Kok, and A. DuToit, "Spectroradiometric and colorimetric characteristics of daylight in Southern Hemisphere: Pretoria, South Africa," J. Opt. Soc. Am. 56, pp. 456-464, 1966.
18. D. Slater and G. Healey, "Analyzing the spectral dimensionality of outdoor visible and near-infrared illumination functions," J. Opt. Soc. Am. 15(11), pp. 2913-2920, 1998.
19. Z. Pan, G. Healey, and D. Slater, "Global spectral irradiance variability and material discrimination at Boulder, Colorado," J. Opt. Soc. Am. A 23(3), pp. 513-521, 2003.
20. G. Golub and C. van Loan, Matrix Computations, Johns Hopkins University Press, Baltimore, MD, 1983.
21. N. Gat, "Imaging spectroscopy using tunable filters: a review, " in SPIE Conference on Algorithms for Multispectral and Hyperspectral Imagery VI, (Orlando), April 2000.
22. R. Duda, P. Hart, and D. Stork, Pattern Classification, Wiley-Interscience, New York, 2nd ed., 2001.