The effect of lighting direction/condition on the performance of face recognition algorithms

Proceedings of SPIE - The International Society for Optical Engineering

Volumn 6202, Issue , 2006, Pages

  Fahmy, Gamal ^a   El Sherbeeny, Ahmed ^a   Mandala, Susmita ^a   Abdel Mottaleb, Mohamed ^b   Ammar, Hany ^a  

^a WEST VIRGINIA UNIVERSITY   (United States)

^b UNIVERSITY OF MIAMI   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

FACE RECOGNITION ALGORITHMS; FACIAL ACQUISITION; FACIAL IMAGES;

ALGORITHMS; DATA ACQUISITION; IMAGE ANALYSIS; IMAGE QUALITY; STATISTICAL METHODS;

FACE RECOGNITION;

EID: 33747723471     PISSN: 0277786X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.666527     Document Type: Conference Paper

References (6)

1. P.N. Belhumeur, J.P. Hespanha and D.J. Kriegman, "Eigenfaces vs. Fisher faces: recognition using class specific linear projection," IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 19(7), pp. 711 -720, 1997.
2. Y. Adini, Y. Moses and S. Ullman, "Face recognition: the problem of compensating for changes in illumination direction," IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 19(7), pp. 721 -732, 1997.
3. P.N. Belhumeur, D.J. Kriegman, "What is the set of images of an object under all possible lighting conditions?," Proceedings on Computer Vision and Pattern Recognition in IEEE Computer Society Conference, pp. 270 -277, 1996.
4. P.W. Hallinan, "A low-dimensional representation of human faces for arbitrary lighting conditions," Proceedings on Computer Vision and Pattern Recognition in IEEE Computer Society Conference, pp. 995 -999, 1994.
5. M. Turk and A. Pentland, "Eigenfaces for recognition," Journal of Cognitive Neuroscience, Vol. 3, No. 1, pp. 71-86, 1991.
6. R.L.Hsu, M.Abdel-Mottaleb and A. K. Jain, "Face Detection in Color Images "IEEE transactions in pattern analysis and Machine Intelligence, vol. 24, no. 5, pp. 696-706, may 2002.