Image description with local patterns: An application to face recognition

IEICE Transactions on Information and Systems

Volumn E95-D, Issue 5, 2012, Pages 1494-1505

  Zhou, Wei ^a   Ahrary, Alireza ^b   Kamata, Sei Ichiro ^a  

^a WASEDA UNIVERSITY   (Japan)

^b NAGASAKI INSTITUTE OF APPLIED SCIENCE   (Japan)

Author keywords

1DLPMS; Face recognition; G1DLPMS; Gender estimation; Local presentation; Multiscans

Indexed keywords

ENCODING (SYMBOLS); PIXELS;

1DLPMS; G1DLPMS; GENDER ESTIMATIONS; LOCAL PRESENTATION; MULTISCANS;

FACE RECOGNITION;

EID: 84860609406     PISSN: 09168532     EISSN: 17451361     Source Type: Journal    
DOI: 10.1587/transinf.E95.D.1494     Document Type: Article

References (27)

1. A.K. Jain, "Biometric recognition: How do I know who you are?," Proc. 12th IEEE Signal Processing and Communications Applications Conference, pp. 3-5, April 2004. (Pubitemid 40681352)
2. P.J. Phillips, H. Moon, S.A. Rizvi, and P.J. Rauss, "The feret evaluation methodology for face-recognition algorithms," IEEE Trans. Pattern Anal. Mach. Intell., vol.22, no.10, pp. 1090-1104, Oct. 2000.
3. S. Zhou, G. Aggarwal, R. Chellappa, and D. Jacobs, "Appearance characterization of linear lambertian objects generalized photometric stereo, and illumination-invariant face recognition," IEEE Trans. Pattern Anal. Mach. Intell., vol.29, no.2, pp. 230-245, 2007. (Pubitemid 46420884)
4. M.A. Turk and A.P. Pentland, "Face recognition using eigenfaces," IEEE Conference on Computer Vision and Pattern Recognition, 1991.
5. K.C. Kwak and W. Pedrycz, "Face recognition using an enhanced independent component analysis approach," IEEE Trans. Neural Netw., vol.18, no.2, pp. 530-541, Feb. 2007. (Pubitemid 46522574)
6. W. Zhao, R. Chellappa, and A. Krishnaswamy, "Discriminant analysis of principal components for face recognition," 3rd International Conference on Automatic Face and Gesture Recognition, 1998.
7. Z.M. Hafed and M.D. Levine, "Face recognition using the discrete cosine transform," Int. J. Comput. Vis., pp. 167-188, 2001. (Pubitemid 32897611)
8. J. Yang, Z.D. Frangi, A. F, and J.Y. Yang, "Two-dimensional pca: a new approach to appearance-based face representation and recognition," IEEE Trans. Pattern Anal. Mach. Intell., vol.26, no.1, pp. 131-137, Jan. 2004.
9. K. S. and R. Y., "Face recognition using 2dlda algorithm," Signal Processing and Its Applications of the Eighth International Symposium, vol.2, pp. 675-678, Aug. 2005.
10. X. Li, Y. Pang, and Y. Yuan, "L1-norm-based 2DPCA," IEEE Trans. Syst., Man Cybern., B, Cybern., vol.40, no.4, pp. 1170-1175, Aug. 2009.
11. T. Ahonen, A. Hadid, and M. Pietikainen, "Face description with local binary patterns: Application to face recognition," IEEE Trans. Pattern Anal. Mach. Intell., vol.28, no.12, pp. 2037-2041, Dec. 2006. (Pubitemid 46405714)
12. G. Zhao and P. M., "Dynamic texture recognition using local binary patterns with an application to facial expressions," IEEE Trans. Pattern Anal. Mach. Intell., vol.29, no.6, pp. 915-928, June 2007. (Pubitemid 46667407)
13. S. Ullman, M. Vidal-Naquet, and E. Sali, "Visual features of intermediate complexity and their use in classification," Nature Neurosci, vol.5, pp. 682-687, 2002. (Pubitemid 34742985)
14. W. Zhou, A. Ahrary, and S. Kamata, "Face recognition with local feature patterns and histogram spatially constrained earth mover's distance," ICSIPA, pp. 374-379, Nov. 2009.
15. W. Zhou, A. Ahrary, and S. Kamata, "Face recognition using local quaternion patters and weighted spatially constrained earth movers distance," ISCE, pp. 285-289, 2009.
16. B. Zhang, Y. Gao, S. Zhao, and J. Liu, "Local derivative pattern versus local binary pattern: Face recognition with high-order local pattern descriptor," IEEE Trans. Image Process., vol.19, no.2, pp. 533-544, Feb. 2010.
17. W. Zhou, A. Ahrary, and S. Kamata, "Image description with 1d local patterns by multi-scans: An application to face recognition," ICIP, Sept. 2010.
18. S. Liao and A. Chung, "Texture classification by using advanced local binary patterns and spatial distribution of dominant patterns," ICASSP, pp. 1221-1224, 2007.
19. S. Liao,M. w.k.Lawand, and A. Chung, "Dominant local binary patterns for texture classification," IEEE Trans. Image Process., vol.18, no.5, pp. 1107-1118, May 2009.
20. P.J. Phillips, H. Moon, P.J. Rauss, and S. Rizvi, "The feret evaluation methodology for face recognition algorithms," IEEE Trans. Pattern Anal. Mach. Intell., vol.22, no.10, pp. 1090-1104, 2000.
21. S. Zhang, S. Shan, X. Chen, and W. Gao, "Histogram of gabor phase patterns (hgpp): A novel object representation approach for face recognition," IEEE Trans. Image Process., vol.16, no.1, pp. 57-68, 2007. (Pubitemid 46437469)
22. G.B. Huang, M. Ramesh, T. Berg, and E. Learned-Miller, "Labeled faces in the wild: A database for studying face recognition in unconstrained environments," Tech. Rep. 07-49, University of Massachusetts, Amherst, Oct. 2007.
23. P.J. Phillips, P. Flynn2, T. Scruggs3, and K.W. Bowyer, "Overview of the face recognition grand challenge," CVPR, vol.1, pp. 947-954, 2005. (Pubitemid 43897294)
24. V. Vapnik, "The nature of statistical learning theory," Springer, 1995.
25. C. Chih-Chung and L. Chih-Jen, "LIBSVM: A library for support vector machines," ACM Trans. Intelligent Systems and Technology, vol.2, pp. 27:1-27:27, 2011. Software available at http://www.csie.ntu.edu.tw/~cjlin/ libsvm.
26. R. Schapire and Y. Singer, "Improved boosting algorithms using confidence-rated predictions," Mach. Learn., vol.37, pp. 297-336, 1999. (Pubitemid 32210620)
27. G. Zhang, X. Huang, Y.W.S.Z. Li, and X. Wu, "Boosting local binary pattern (LBP)- based face recognition," Chinese Conference on Biometric Recognition (SINOBIOMETRICS), pp. 179-186, 2004. (Pubitemid 39739825)