Removing illumination artifacts from face images using the nuisance attribute projection

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

Volumn , Issue , 2010, Pages 846-849

  Štruc, Vitomir ^a   Vesnicer, Boštjan ^a   Mihelič, France ^a   Pavešić, Nikola ^a  

^a UNIVERSITY OF LJUBLJANA   (Slovenia)

Author keywords

Biometrics; Face recognition; Image processing; Nuisance attribute projection; Pattern recognition

Indexed keywords

BIOMETRICS;

AUTOMATED FACE RECOGNITION; FACE IMAGES; FACE RECOGNITION SYSTEMS; IMAGES PROCESSING; LOW DIMENSIONAL; MULTIPLE DIMENSIONS; NORMALISATION; NUISANCE ATTRIBUTE PROJECTION; PERFORMANCE; UNIVERSAL SOLUTIONS;

FACE RECOGNITION;

EID: 78049282219     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2010.5495203     Document Type: Conference Paper

References (11)

1. V. Štruc, N. Pavešić:, "Photometric normalization techniques for illumination invariance," in: Y. Zhang (Ed.): Advances in Face Image Analysis: Techniques and Technologies, IGI Global, accepted chapter.
2. Y. Adini, Y. Moses and S. Ullman:, "Face recognition : The problem of compensating for changes in illumination direction," TPAMI, vol. 19, no. 7, pp. 721-732, 1997.
3. G. Heusch, F. Cardinaux, and S. Marcel:, "Lighting normalization algorithms for face verification", Tech. Rep. 05-03, IDIAP, March 2005.
4. E.H. Land and J.J. McCann:, "Lightness and Retinex Theory," Journal of the Optical Society of America, vol. 61, no. 1, pp. 1-11, 1971.
5. J. Short, J. Kittler, and K. Messer:, "A comparison of photometric normalisation algorithms for face verification," in: Proc. of the AFGR. IEEE, 2004, pp. 254-259.
6. A. Solomonoff, C. Quillen and W.M. Campbell:, "Channel Compensation for SVM Speaker Recognition," in: Proc. of Odyssey, 2004, pp. 5762.
7. A.G. Georghiades, P.N. Belhumeur, and D.J. Kriegman:, "From few to many: illumination cone models for face recognition under variable lighting and pose," TPAMI, vol. 23, no. 6, pp. 643-660, 2001.
8. K. Messer, J. Matas, J. Kittler, J. Luettin and G. Maitre:, "XM2VTSDB: the extended M2VTS database," in Proc. of AVBPA, 1999, pp. 72-77.
9. D.J. Jobson, Z. Rahman, and G.A. Woodell:, "Properties and performance of a Center/Surround Retinex, Trans. on Image Processing, vol. 6, no. 3, pp. 451-462, 1997.
10. T. Zhang, B. Fang, Y. Yuan, Y.Y. Tang, Z. Shang, D. Li and F. Lang:, "Multiscale facial structure representation for face recognition under varying illumination," Pattern Recognition, vol. 42, no. 2, pp. 252-258, 2009.
11. T. Chen, W. Yin, X.S. Zhou, D. Comaniciu and T.S. Huang:, "Total variation models for variable lighting face recognition", TPAMI, vol. 28, no. 9, pp. 1519-1524, 2006.