(Multiscale) local phase quantisation histogram discriminant analysis with score normalisation for robust face recognition

2009 IEEE 12th International Conference on Computer Vision Workshops, ICCV Workshops 2009

Volumn , Issue , 2009, Pages 633-640

  Chan, Chi Ho ^a   Kittler, Josef ^a   Poh, Norman ^a   Ahonen, Timo ^b   Pietikäinen, Matti ^b  

^a UNIVERSITY OF SURREY   (United Kingdom)

^b UNIVERSITY OF OULU   (Finland)

Author keywords

[No Author keywords available]

Indexed keywords

FACE DATABASE; FACE DESCRIPTOR; FACE IDENTIFICATION; FACE IMAGES; FACE REPRESENTATIONS; ILLUMINATION CONDITIONS; LINEAR DISCRIMINANT ANALYSIS; LOCAL PHASE; LOCAL REGION; LOCALISATION; MULTISCALES; NORMALISATION; QUALITY MEASURES; QUANTISATION; ROBUST RECOGNITION; STILL IMAGES; VIDEO DATABASE; VIDEO-BASED FACE RECOGNITION;

COMPUTER VISION; DISCRIMINANT ANALYSIS; GRAPHIC METHODS; IMAGE RETRIEVAL; VIDEO RECORDING;

FACE RECOGNITION;

EID: 77953177707     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICCVW.2009.5457642     Document Type: Conference Paper

References (23)

1. T. Ahonen, A. Hadid, and M. Pietikainen. Face description with local binary patterns: Application to face recognition. PAMI, 28(12):2037-2041, Dec. 2006.
2. T. Ahonen, E. Rahtu, V. Ojansivu, and J. Heikkilä. Recognition of blurred faces using local phase quantization. In ICPR, pages 1-4, 2008.
3. R. Auckenthaler, M. Carey, and H. Lloyd-Thomas. Score normalization for text-independent speaker verification systems. Digital Signal Processing, 10(1-3):42-54, 2000. (Pubitemid 30592165)
4. P. Belhumeur, J. Hespanha, and D. Kriegman. Eigenfaces vs. fisherfaces: recognition using class specific linear projection. PAMI, 19(7):711-720, Jul 1997.
5. C. H. CHAN. Multi-scale Local Binary Pattern Histogram for Face Recognition. PhD thesis, UNIS, 2008.
6. J. Daugman. High confidence visual recognition of persons by a test of statistical independence. PAMI, 15(11):1148-1161, Nov 1993.
7. B. Froba and A. Ernst. Face detection with the modified census transform. In AFGR, pages 91-96, 2004.
8. A. K. Jain and S. Z. Li. Handbook of Face Recognition. Springer-Verlag New York, Inc., 2004.
9. Y. M. Lui and J. R. Beveridge. Grassmann registration manifolds for face recognition. In ECCV (2), 2008.
10. Y. M. Lui, J. R. Beveridge, B. A. Draper, and M. Kirby. Image-set matching using a geodesic distance and cohort normalization. In FG, pages 1-6, 2008.
11. C. McCool and S. Marcel. Parts-based face verification using local frequency bands. In ICB, 2009.
12. K. Messer, J. Kittler, and et al. Face authentication competition on the banca database. In ICBA, 2004.
13. K. Messer, J. Kittler, and et al. Face authentication test on the banca database. In ICPR (4), pages 523-532, 2004.
14. V. Ojansivu and J. Heikkilä. Blur insensitive texture classification using local phase quantization. In ICISP08.
15. A. Oppenheim and J. Lim. The importance of phase in signals. Proceedings of the IEEE, 69(5):529-541, 1981.
16. P. J. Phillips, H. Moon, P. Rauss, and S. A. Rizvi. The feret evaluation methodology for face-recognition algorithms. In CVPR, page 137, 1997.
17. M. T. Ross Beveridge, David Bolme and B. Draper. The CSU Face Identification Evaluation System User's Guide: Version 5.0., 2003.
18. S. Shan, W. Zhang, Y. Su, X. Chen, and W. Gao. Ensemble of piecewise fda based on spatial histograms of local (gabor) binary patterns for face recognition. In ICPR (4), 2006.
19. X. Tan and B. Triggs. Fusing gabor and lbp feature sets for kernelbased face recognition. In AMFG, 2007.
20. L. Wiskott, J.-M. Fellous, N. Krüger, and C. von der Malsburg. Face recognition by elastic bunch graph matching. PAMI, 19(7):775-779, 1997. (Pubitemid 127762270)
21. F. Yang, S. Shan, B. Ma, X. Chen, and W. Gao. Using score normalization to solve the score variation problem in face authentication. In IWBRS, pages 31-38, 2005.
22. B. Zhang, S. Shan, X. Chen, and W. Gao. Histogram of gabor phase patterns (hgpp): A novel object representation approach for face recognition. IP, 16(1), 2007.
23. W. Zhang, S. Shan, L. Qing, X. Chen, and W. Gao. Are gabor phases really useless for face recognition? PAA(5), 2008.