Image-Set matching using a geodesic distance and cohort normalization

2008 8th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2008

Volumn , Issue , 2008, Pages

  Lui, Yui Man ^a   Beveridge, J Ross ^a   Draper, Bruce A ^a   Kirby, Michael ^b  

^a University Services Building   (United States)

^b Department of Ecosystem Science and Sustainability   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

CANONICAL CORRELATION ANALYSIS; DATA SETS; FACE RECOGNITION ALGORITHMS; FACE RECOGNITION GRAND CHALLENGES; FACE RECOGNITION PERFORMANCE; FALSE ACCEPT RATE; GEODESIC DISTANCES; GEOMETRICAL INTERPRETATION; GRASSMANN MANIFOLD; IDENTIFICATION RATES; LINEAR SUBSPACE; MULTIPLE IMAGE; SET MATCHING;

GEODESY; GESTURE RECOGNITION; PROBES; SET THEORY;

FACE RECOGNITION;

EID: 67650668019     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/AFGR.2008.4813365     Document Type: Conference Paper

References (25)

1. O. Arandjelovic and R. Cipolla. An information-theoretic approach to face recognition from face motion manifolds. Image and Vision Computing, 24(6):639-647, 2006. (Pubitemid 43867831)
2. C. Barras and J.-L. Gauvain. Feature and score normalization for speaker verification of cellular data, 2003. IEEE International Conference on ASSP, Hong Kong.
3. K. I. Chang, K.W. Bowyer, and P. J. Flynn. An evaluation of multimodal 2d+3d face biometrics. PAMI, 27(4):619-624, 2005. (Pubitemid 40556115)
4. J.-M. Cheng, J. Beveridge, B. Draper, M. Kirby, H. Kley, and C. Peterson. Illumination face spaces are idiosyncratic, 2006. The International Conference on IPCVPR.
5. G. Doddingyon, W. Liggett, A. Martin, M. Przbocki, and D. Reynolds. Sheep, goats, lambs and wolves - a statistical analysis of speaker performance in the nist 1998 speak recognition evaluation, 1998. The 5th International Conference on Spoken Language Processing, Sidney, Australia.
6. A. Edelman, R. Arias, and S. Smith. The geometry of algorithms with orthogonal constraints. SIAM J. Matrix Anal. Appl., (2):303-353, 1999.
7. E. Fazl-Ersi, J. S. Zelek, and J. K. Tsotsos. Robust face recognition through local graph matching. Journal of Multimedia, pages 31-37, 2007. (Pubitemid 47432456)
8. D. Hardoon, S. Szedmak, and J. Shawe-Taylor. Canonical correlation analysis; an overview with application to learning methods. Neural Computation, 16(12):2639-2664, 2003.
9. H. Hotelling. Relations between two sets of variants. Biometrika, 28:321-377, 1936.
10. T.-K. Kim, J. Kittler, and R. Cipolla. Discriminative learning and recognition of image set classes using canonical correlations. PAMI, 29(6):1-14, 2007. (Pubitemid 46667413)
11. M. Lades, J. Vorbruggen, J. Buhmann, J. Lange, C. von der Malsburg, R. Wurtz, and W. Konen. Distortion invariant object recognition in the dynamic link architecture. IEEE Transactions on Computers, 42(3):300-311, March 1993. (Pubitemid 23650416)
12. J. Lin, J.-P. Lin, and M. Ji. Robust face recognition by wavelet features and model adaptation, 2007. ICWAPR.
13. C. Liu. Capitalize on dimensionality increasing techniques for improving face recognition grand challenge performance. PAMI, 28(5):725-737, 2006.
14. M. Nishiyama, M. Yuasa, T. Shibata, T. Wakasugi, T. Kawahara, and O. Yamaguchi. Recognizing faces of moving people by hierarchical image-set matching, 2007. CVPR, Minneapolis, MN.
15. P. Phillips, P. Flynn, T. Scruggs, K. Bowyer, and W. Worek. Preliminary face recognition grand challenge results, 2006. FGR, UK.
16. P. Phillips, W. Scruggs, A.J.O'Toole, P. Flynn, K. Bowyer, C. Schott, and M. Sharpe. Frvt 2006 and ice 2006 largescale results, 2007. http://www.frvt.org/FRVT2006/docs/ FRVT2006andICE2006LargeScaleReport.pdf.
17. A. Rosenberg, J. Delong, C. Lee, B.-H. Juang, and F. Soong. The use of cohort normalized scores for speaker recognition, 1992. International Conference on SLP, Canada.
18. F. Samaria and A. Harter. Parameterisation of a stochastic model for human face identification, 1994. Proc. IEEE Workshop on Applications of Computer Vision.
19. G. Shakhnarovich, J. Fisher, and T. Darrell. Face recognition from long-term observations, 2002. ECCV, Denmark.
20. Q.-S. Sun, P.-A. Heng, Z. Jin, and D.-S. Xia. Face recognition based on generalized canonical correlation analysis, 2005. ICIC (2).
21. L. Wolf and A. Shashua. Learning over sets using kernel principal angles. Journal of Machine Learning Research, 4:913-931, 2003.
22. O. Yamaguchi, K. Fukui, and K. Maeda. Face recognition using temporal image sequence, 1998. FGR, Japan.
23. B. L. Zhang, H. H. Zhang, and S. S. Ge. Face recognition by applying wavelet subband representation and kernel associative memory. IEEE Transactions on Neural Networks, 15:166-177, 2004.
24. T. Zhang, J. Yang, H. Wang, and C. Du. Maximum variance projections for face recognition. Optical Engineering, 46, 2007. (Pubitemid 47278497)
25. S. Zhou and R. Chellappa. Beyond one still image: Face recognition from multiple still image or video sequence, 2006. in Face Processing Advance Modeling and Methods, Edited by W. Zhao and R. Chellappa, Elsevier.