On the equivalence of common approaches to lighting insensitive recognition

Proceedings of the IEEE International Conference on Computer Vision

Volumn II, Issue , 2005, Pages 1721-1726

  Osadchy, Margarita ^a   Jacobs, David W ^b   Lindenbaum, Michael ^c  

^a UNIVERSITY OF HAIFA   (Israel)

^b UNIVERSITY OF MARYLAND   (United States)

^c TECHNION ISRAEL INSTITUTE OF TECHNOLOGY   (Israel)

Author keywords

[No Author keywords available]

Indexed keywords

GAUSSIAN FILTERS; IMAGE INTENSITY; INSENSITIVE RECOGNITION; MONOTONIC (COSINE) FUNCTION;

CORRELATION METHODS; FUNCTION EVALUATION; IMAGE PROCESSING; INFORMATION TECHNOLOGY; REAL TIME SYSTEMS; SYNTHETIC APERTURES; THREE DIMENSIONAL COMPUTER GRAPHICS;

OBJECT RECOGNITION;

EID: 33745915267     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICCV.2005.179     Document Type: Conference Paper

References (31)

1. R. Basri and D. Jacobs, "Lambertian Reflectance and Linear Subspaces," IEEE Trans. on Pattern Analysis and Machine Intelligence, 25(2):218-233, (2003).
2. M. Bichsel, Strategies of Robust Object Recognition for the Automatic Identification of Human Faces, PhD. thesis ETH Zurich, No. 9467, 1991.
3. C. Bregler and J. Malik, "Learning Appearance Based Models: Mixtures of Second Moment Experts," Advances in Neural Information Precessing Systems 9, pp. 845-851, 1997.
4. R. Brunelli, "Estimation of Pose and Illuminant Direction for Face Processing", MIT AI Memo 1499, 1994.
5. T. Brunelli and T. Poggio, "Face recognition: Features versus templates", IEEE Trans. PAMI, 15(10): 1042-1062, 1993.
6. H. Chen, P. Belhumeur, D. Jacobs. "In Search of Illumination Invariants", IEEE Proc. Comp. Vis. and Pattern Recognition, 1:254-261, 2000.
7. T. Cootes and C. Taylor. "On Representing Edge Structure for Model Matching," IEEE Proc. Comp. Vis. and Pattern Recognition, I:1114-1119, 2001.
8. P. Felzenszwalb and D. Huttenlocher, "Pictorial Structures for Object Recognition," International Journal of Computer Vision, (forthcoming).
9. A. Fitch, A. Kadyrov, W. Christmas, and J. Kittler J., "Orientation Correlation," British Machine Vision Conference, 1:133-142, 2002.
10. D. Forsyth and J. Ponce, Computer Vision a Modern Approach, Prentice-Hall, 2003.
11. A.S. Georghiades, P.N. Belhumeur, and D.J. Kriegman, "From few to many: Generative Models for Recognition under variable pose and illumination". IEEE Trans. on PAMI. 23(6):643-660, 2001.
12. T. Gevers and A.W.M. Smeulders, "Color constant ratio gradients for image segmentation and similarity of textured objects," CVPR, pages I:1825, 2001.
13. H. Greenspan, S. Belongie, R. Goodman, P. Perona, S. Rakshit, and C. Anderson, "Overcomplete steerable pyramid filters and rotation invariance", CVPR:222-228, 1994.
14. D. Hond and L. Spacek, "Distinctive descriptions for face processing", 8th British Machine Vision Conference, Volume 1, pages 320-329, 1997.
15. B. Jähne, Digital Image Processing, Springer-Verlag, Berlin, 1995.
16. F. Jiao, S. Li, H. Shum, and D. Schuurmans, "Face Alignment Using Statistical Models and Wavelet Features", CVPR '03.
17. J. Kittler, Y. Li, and J. Matas, "On matching scores for LDA-based face verification", 11th British Machine Vision Conference, Volume 1, 42-51, 2000.
18. J. Koenderink and A. van Doom "Representation of local geometry in the visual system," Biological Cybernetics, vol. 55, pp. 367-375, 1987.
19. M. Lades, J. C. Vortbrggen, J. Buhmann J. Lange, C. von der Malsburg, R. P. Wrtz, and W. Konen. "Distortion Invariant Object Recognition in the Dynamic Link Architecture", IEEE Transactions on Computers, 42:300-311, 1993.
20. S. Narasimhan, V. Ramesh and S. Nayar, "A Class of Photometric Invariants: Separating Material from Shape and Illumination," International Conference on Computer Vision, pp. 1387-1394, 2003.
21. P.J. Phillips and Y. Vardi, "Efficient Illumination Normalization of Facial Images", Pattern Recognition Letters, 17: 921-927, 1996.
22. W. Pratt. Digital Image Processing (First Edition). Wiley, 1978.
23. R. Rao and D. Ballard. "An active vision architecture based on iconic representations," Artificial Intelligence, pp. 461-505, 1995.
24. S. Ravela and C. Luo, "Appearance-based global similarity retrieval of images," in Advances in Information Retrieval, edited by W. Bruce Croft, Kluwer Academic Publisher 2000.
25. C. Schmid and R. Mohr. "Local Grayvalue Invariants for Image Retrieval," IEEE Trans. on Pattern Analysis and Machine Intelligence, 19(5), 530-535, 1997.
26. A. Shashua. "On Photometric Issues in 3D Visual Recognition from a Single 2D Image," Int. J. of Comp. Vision, bf 21(1/2), pp. 99-122, 1997.
27. A. Shashua and T. Riklin-Raviv, "The Quotient Image: Class-Based Re-Rendering And Recognition With Varying Illuminations", IEEE Trans, on PAMI, 23(2), pp.129-139, 2001.
28. D.A. Slater and G. Healey, "The illumination-invariant recognition of 3d objects using local color invariants," IEEE Trans, on Pattern Analysis and Machine Intelligence 18, 2:206-210, 1996.
29. L. Wiskott, Labeled Graphs and Dynamic Link Matching for Face Recognition and Scene Analysis, Ph.D. thesis, 1995.
30. L. Wiskott, J. Fellous, N. Kruger, C. van der Malsburg, "Face Recognition by Elastic Graph Matching," Intelligent Biometric Techniques in Fingerprint and Face Recognition, eds. L. Jain et al., CRC Press, Chapter 11, pp. 355-396, 1999.
31. L. Wolff and J. Fan, "Segmentation of surface curvature with a photometric invariant," JOSA A, 11(11):30903100, 1994.