Pose-robust face recognition using geometry assisted probabilistic modeling

Proceedings - 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2005

Volumn I, Issue , 2005, Pages 502-509

  Liu, Xiaoming ^a   Chen, Tsuhan ^b  

^a GE GLOBAL RESEARCH   (United States)

^b CARNEGIE MELLON UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; APPROXIMATION THEORY; DATABASE SYSTEMS; IMAGE PROCESSING; MATHEMATICAL MODELS; PROBABILISTIC LOGICS;

GEOMETRY ASSISTED PROBABILISTIC MODELING; POSE-ROBUST FACE RECOGNITION; TEXTURE MAPS;

FACE RECOGNITION;

EID: 24644513926     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CVPR.2005.276     Document Type: Conference Paper

References (19)

1. Wen-Yi Zhao, Rama Chellappa, P.J. Jonathon Phillips, and Azriel Rosenfeld, "Face Recognition: A Literature Survey", ACM Computing Survey, Vol. 35. No 4. pp. 399-458, 2003.
2. Ralph Gross, Jianbo Shi, and Jeff Cohn, "Quo Vadis Face Recognition", Third Workshop on Empirical Evaluation Methods in Computer Vision, 2001.
3. P.J. Phillips, P. Grother, R.J Micheals, D.M. Blackburn, E Tabassi, and J.M. Bone. "FRVT 2002: Evaluation Report", March 2003.
4. Yongmin Li, Shaogang Gong and Heather Eiddell, "'Recognizing the Dynamics of Faces Across Multiple Views", In Proc. British Machine Vision Conference, Bristol. England, pp. 242-251, September 2000.
5. Xiaoming Liu and Tsuhan Chen, "Video-Based Face Recognition Using Adaptive Hidden Markov Models", In the Proceeding of the IEEE International Conference on Computer Vision and Pattern Recognition 2003, Madison, Wisconsin, 2003.
6. Hyung-Soo Eee and Daijin Kim, "Pose Invariant Face Recognition Using Linear Pose Transformation in Feature Space", ECCV 2004 Workshop on Computer Vision in Human-Computer Interaction, Czech Republic, 2004.
7. K. Okada and C. von der Malsburg, "Pose-Invariant Face Recognition with Parametric Linear Subspaces", In Proc. of Fifth International Conference on Automatic Face and Gesture Recognition, Washington DC, pp. 64-69, 2002.
8. Simon Lucey and Tsuhan Chen, "A GMM Parts Based Face Representation for Improved Verification through Relevance Adaptation", Proc. of IEEE Conference on Computer Vision and Pattern Recognition 2004. Washington, DC, 2004.
9. T. Kanade and A. Yamada, "Multi-subregion Based Probabilistic Approach toward Pose-invariant Face Recognition", Proc. of 2003 IEEE International Symposium on Computational Intelligence in Robotics Automation, Vol. 2, Kobe, Japan, pp.954-959.
10. V. Blanz and T. Vetter, "Face Recognition Based on Fitting a 3D Morphable Model", IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 25, No. 9, 2003.
11. M. Turk and A. Pentland. "Eigenfaces for Recognition", Journal of Cognitive Neuroscience, Vol. 3, No. 1, pp.71-86, 1991.
12. O. D. Faugeras, "Three-Dimensional Computer Vision", MIT Press, Cambridge, 1993.
13. A. K. Jain, "Fundamentals of Digital Image Processing", Prentice Hall, Englewood Cliffs, NJ, 1989.
14. George Wolberg, "Digital image warping", published by IEEE Computer Society Press, 1990.
15. Michael Isard and Andrew Blake. "Active Contours", Springer-Verlag, 1998.
16. Alex Pentland, Baback Moghaddam, and Thad Starner, "View-Based and Modular Eigenspaces for Face Recognition", Proc. of IEEE Conf. on Computer Vision and Pattern Recognition 1994.
17. T. Sim, S. Baker, and M. Bsat, "The CMU Pose. Illumination, and Expression Database", IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 25, No. 12, pp. 1615- 1618, 2003.
18. R.O. Duda, P.E. Hart and D.G. Stork, "Pattern Classification", 2nd edition. John Wiley & Sons. Inc., New York, 2001.
19. J Kittler, M Hatef, R P W Duin, and J Matas. "On combining classifiers", IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 20, No. 3, pp. 226-239, 1998.