An effective face recognition under illumination and pose variations

IEEE International Conference on Neural Networks - Conference Proceedings

Volumn , Issue , 2007, Pages 914-919

  Choi, Sang Il ^a   Choi, Chong Ho ^a  

^a Seoul National University   (South Korea)

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE; COMPUTER NETWORKS; IMAGE ENHANCEMENT; NEURAL NETWORKS; THREE DIMENSIONAL;

FACE IMAGES; POSE VARIATIONS;

FACE RECOGNITION;

EID: 51749118056     PISSN: 10987576     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IJCNN.2007.4371080     Document Type: Conference Paper

References (24)

1. M. Turk and A. Pentland, "Eigenfaces for Recognition," J. Cognitive Neuroscience, vol. 3, no. 1, pp. 71-86, March 1991.
2. P. N. Belhumeur, J. P. Hespanha, and D. J. Kriegman, "Eigenfaces vs. Fisherfaces: Recognition Using Class Specific Linear Projection," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 19, no. 7, pp. 711-720, July 1997.
3. R. C. Gonzales and R. E. Woods, Digital Image Processing, 2nd ed. Prentice Hall, 2002.
4. A. S. Georghiades and P. N. Belhumeur, "Frome Few to Many: Illumination Cone Models for Face Recognition Under Variable Lighting and Pose," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 23, no. 2, pp. 643-660, June 2001.
5. K. C. Lee, J. Ho, and D. Kriegman, "Nine Points of Light: Acquiring Subspaces for Face Recognition under Variable Lighting," Proc. IEEE Computer Society Conf. Computer Vision and Pattern Recognition, vol. 1, pp. 519-526, 2001.
6. S. Romdhani, V. Blanz, and T. Vetter, "Face Recognition Based on Fitting a 3D Morphable Model," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 25, no. 9, pp. 1-14, 2003.
7. R. Basri and D. W. Jacobs, "Lambertian Reflectance and Linear Subspaces," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 25, no. 2, pp. 218-233, February 2003.
8. L. Zhang and D. Samaras, "Face Recognition from a Single Training Image under Arbitary Unknown Lighting Using Spherical Harmonics," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 28, no. 3, pp. 351-363, 2006.
9. Q. Li, J. Ye, and C. Kambhamettu, "Linear Projection Methods in Face Recognition under Unconstrained Illuminations: A Comparative Study," Proc. IEEE Computer Society Conf. Computer Vision and Pattern Recognition, vol. 2, pp. 474-481, 2004.
10. L. S. Shen, D. H. Liu, and K. M. Lam, "Illumination Invariant Face Recognition," Pattern Recognition, vol. 38, pp. 1705-1716, October 2005.
11. R. Leinhart and J. Maydt, "An Extended Set of Harr-like Features for Rapid Object Detection," Proc. IEEE Int'l Conf. Image Processing, vol. 11, pp. 900-903, 2002.
12. W. -P. Choi, K. -M. Lam, and W. -C. Siu, "An Adaptive Active Contour Model for Highly Irregular Boundaries," Pattern Recognition, vol. 34, pp. 323-331, February 2001.
13. P. Viola and M. J. Jones, "Robust Real-time Face Detection," Int'l Journal of Computer Vision, vol. 57, no. 2, pp. 137-154, February 2004.
14. F. J. Huang, Z. Zhou, H. -J. Zhang, and T. Chen, "Pose Invariant Face Recognition," Proc. Fourth IEEE Int'l Conf. Automatic Face and Gesture Recognition, pp. 245-250, 2000.
15. C. Liu, "Gabor-Based Kernel PCA with Fractinal Power Polynomial Models for Face Recognition," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 26, no. 5, May 2004.
16. R. Gross, I. Matthews, and S. Baker, "Eigen Light-Fields and Face Recognition Across Pose," Proc. Fifth IEEE Int'l Conf. Automatic Face and Gesture Recognition, pp. 3-9, 2002.
17. S. K. Zhou and R. Chellappa, "Image-based Face Recognition under Illumination and Pose Variations," J. Optical Society of America, vol. 22, no. 2, pp. 217-229, February 2005.
18. T. Sim, S. Baker, and M. Bsat, "The CMU Pose, Illumination, and Expression Database," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 25, no. 12, pp. 1615-1618, December 2003.
19. J. R. Price and T. F. Gee, "Face Recognition Using Direct, Weighted Linear Discriminant Analysis and Modular Subspaces," Pattern Recognition, vol. 38, pp. 209-219, February 2005.
20. X. Xie and K. -M. Lam, "Face Recognition under Varying Illumination based on a 2D Face Shape Model," Pattern Recognition, vol. 38, pp. 221-230, February 2005.
21. X. Xie and K. -M. Lam, "An Efficient Illumination Normalization Method for Face Recognition," Pattern Recognition Letters, vol. 27, pp. 609-617, April 2006.
22. S. Romdhani, J. Ho, T. Vetter, and D. J. Kriegman, "Face Recognition Using 3-D Models: Pose and Illumination," Proceedings of the IEEE, vol. 94, no. 11, pp. 1977-1999, 2006.
23. S. -W. Lee, S. -H. Moon, and S. -W. Lee, "Face Recognition under Arbitary Illumination using Illuminated Examplars," Pattern Recognition, vol. 40, pp. 1605-1620, May 2007.
24. S. -I. Choi, C. Kim, and C. -H. Choi, "Shadow Compensation in 2D Images for Face Recognition," Pattern Recognition, vol. 40, pp. 2118-2125, July 2007.