A new probabilistic local binary pattern for face verification

Proceedings - International Conference on Image Processing, ICIP

Volumn , Issue , 2009, Pages 1237-1240

  Tan, Nutao ^a,b   Huang, Lei ^a   Liu, Changping ^a  

^a INSTITUTE OF AUTOMATION   (China)

^b UNIVERSITY OF CHINESE ACADEMY OF SCIENCES   (China)

Author keywords

Face verification; LBP; LDA; Local binary pattern; Probabilistic local binary pattern

Indexed keywords

DISCRIMINANT ANALYSIS; IMAGE PROCESSING; IMAGING SYSTEMS;

FACE VERIFICATION; LINEAR DISCRIMINANT ANALYSIS; LOCAL BINARY PATTERNS;

CONTENT BASED RETRIEVAL;

EID: 77951963510     PISSN: 15224880     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIP.2009.5413539     Document Type: Conference Paper

References (13)

1. A.F. Abate, M. Nappi, D. Riccio, G. Sabatino, "2D and 3D face recognition: A survey," Pattern Recognition Letters, vol.28, pp.1885-1906, 2007.
2. M. Turk, A. Pentland, "Eigenfaces for recognition," Journal of Cognitive Neuroscience, vol.3, no.1, pp.71-86, 1991.
3. P.N. Belhumeur, J.P. Hespanha, D.J. Kriegman, "Eigenfaces vs. Fisherfaces: recognition using class specific linear projection," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.19, no.7, pp.711-720, 1997.
4. M.S. Bartlett, J.R. Movellan, T.J. Sejnowski, "Face recognition by independent component analysis", IEEE Transactions on Neural Networks, vol.13, no.6, pp.1450-1464, 2002. (Pubitemid 35428531)
5. J. Lu, K. Plataniotis, A.Venetsanopoulos, "Regularization Studies of Linear Discriminant Analysis in Small Sample Size Scenarios with Application to Face Recognition," Pattern Recognition Letter, vol. 26, no. 2, pp.181-191, 2005.
6. H. Yu, J. Yang, "A Direct LDA Algorithm for High-dimensional Data with Application to Face Recognition," Pattern Recognition, vol.34, pp.2067-2070, 2001.
7. X. He, D. Cai, P. Niyogi, "Tensor subspace analysis," In Advances in Neural Information Processing Systems, Vancouver, Canada, 2005.18.
8. D. Xu, S. Lin, S. Yan, X. Tang, "Rank-one projections with adaptive margins for face recognition," In Proc. of IEEE Conf. on Computer Vision and Patter Recognition, NewYork City, NY, pp.175-181, 2006. (Pubitemid 44931328)
9. G. Hua, P.A. Viola, S.M. Drucker. "Face Recognition using Discriminatively Trained Orthogonal Rank One Tensor Projections," Proceeding of CVPR, pp.1-8, 2007.
10. T. Ojala, M. Pietikainen, T. Maenpaa, "Multiresolution Gray-Scale and Rotation Invariant Texture Classification with Local Binary Patterns," PAMI,vol.24, no.7, pp.971-987, 2002.
11. T. Ahonen, A. Hadid, M. Pietikainen, "Face Recognition with Local Binary Patterns", Proceeding of ECCV, pp.469-481, 2004. (Pubitemid 38699530)
12. L. Wiskott, J.M. Fellous, N. Kruger, C. Von der Malsburg, "Face recognition by elastic bunch graph matching," PAMI, vol.19, no.7, pp.775-779, 1997. (Pubitemid 127762270)
13. D. Huang, Y.H. Wang, Y.D. Wang, "A Robust Method for Near Infrared Face Recognition Based on Extended Local Binary Pattern," Advances in Visual Computing, pp.437-446, 2007.