Authenticating corrupted face image based on noise model

Proceedings - Sixth IEEE International Conference on Automatic Face and Gesture Recognition

Volumn , Issue , 2004, Pages 272-277

  Jung, Ho Choul ^a   Hwang, Bon Woo ^b   Lee, Seong Whan ^a  

^a Korea University   (South Korea)

^b VirtualMedia Inc   (South Korea)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; EIGENVALUES AND EIGENFUNCTIONS; FEATURE EXTRACTION; IMAGING TECHNIQUES; MATHEMATICAL MODELS; PRINCIPAL COMPONENT ANALYSIS; SPURIOUS SIGNAL NOISE; VECTORS;

FACE AUTHENTICATION; GAUSSIAN ILLUMINATION; NOISE MODELS; NOISE PARAMETERS;

FACE RECOGNITION;

EID: 4544358488     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (12)

1. A. M. Martinez and A. C. Kak, "PCA versus LDA," IEEE Trans. on Pattern Analysis and Machine Intelligence, Vol. 23, No. 2, pp. 229-233, 2001.
2. P. N. Belhumeur, J. P. Hespanha and D. J. Kriegman, "Eigenfaces vs. Fisherfaces: Recognition Using Class Specific Linear Projection," IEEE Trans. on Pattern Analysis and Machine Intelligence, Vol. 19, No. 7, pp. 711-720, 1997.
3. A. M. Martinez, "Recognizing Imprecisely Localized, Partially Occluded, and Expression Variant Faces from a Single Sample per Class," IEEE Trans. on Pattern Analysis and Machine Intelligence, Vol. 24, No. 6, pp. 748-763, 2002.
4. B.-W. Hwang and S.-W. Lee, "Reconstruction of Partially Damaged Face Images Based on a Morphable Face Model," IEEE Trans. on Pattern Analysis and Machine Intelligence, Vol. 25, No. 3, pp. 365-372, 2003.
5. B. Schölkopf, A. Smola and K.-R. Müller, "Non-linear Component Analysis as a Kernel Eigenvalue Problem," Neural Computation, Vol. 10, No. 5, pp. 1299-1319, 1998.
6. C. Sanderson and S. Bengio, "Robust Features for Frontal Face Authentication in Difficult Image Condition," Proc. of Int. Conf. on AVBPA, Guildford, UK, pp. 495-504, June 2003.
7. T. Takahashi and T. Kurita, "Robust De-Noising by Kernel PCA," Proc. of Int. Conf. on Artificial Neural Networks, Madrid, Spain, pp. 739-744, 2002.
8. D. Beymer and T. Poggio, "Face Recognition from One Example View," Proc. of Int. Conf. on Computer Vision, pp. 500-507, 1995.
9. M. Turk and A. Pentland, "Eigenfaces for Recognition," Journal of Cognitive Neuroscience, Vol. 12, No. 1, pp. 71-86, 1991.
10. B.-W. Hwang, H. Byun, M.-C. Roh and S.-W. Lee, "Performance Evaluation of Face Recognition Algorithms on the Asian Face Database, KFDB," Proc. of Int. Conf. on AVBPA, Guildford, UK, pp. 557-565, 2003.
11. K. R. Castleman, "Digital Image Processing," Prentice-Hall, Englewood Cliffs, New Jersey, 1996.
12. M. Sadeghi, J. Kittler and K. Messer, "A Comparative Study of Automatic Face Verification Algorithms on the BANCA Database," Proc. of Int. Conf. on AVBPA, Guildford, UK, pp. 35-43, 2003.