Iterative subspace analysis based on feature line distance

IEEE Transactions on Image Processing

Volumn 18, Issue 4, 2009, Pages 903-907

  Pang, Yanwei ^a   Yuan, Yuan ^b   Li, Xuelong ^c  

^a TIANJIN UNIVERSITY   (China)

^b ASTON UNIVERSITY   (United Kingdom)

^c UNIVERSITY OF LONDON   (United Kingdom)

Author keywords

Face recognition; Feature line; Subspace

Indexed keywords

APPROXIMATION THEORY;

CONVENTIONAL METHODS; FACE DATABASE; FEATURE LINE; GENERALIZATION PERFORMANCE; INCREMENTAL ANALYSIS; MEAN SQUARES; NEAREST FEATURE LINES; OBJECTIVE FUNCTIONS; SATELLITE IMAGES; STOCHASTIC APPROXIMATIONS; SUBSPACE; SUBSPACE ANALYSIS; WORKING WELLS;

FACE RECOGNITION;

EID: 63449129600     PISSN: 10577149     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIP.2008.2011167     Document Type: Article

References (25)

1. C. Blake and C. Merz, UCI Repository of Machine Learning Databases [Online]. Available: http://archive.ics.uci.edu/ml/datasets.html 2008
2. X. Chai, S. Shan, X. Chen, and W. Gao, "Locally linear regression for pose-invariant face recognition," IEEE Trans. Image Process., vol. 16, no. 7, pp. 1716-1725, Jul. 2007.
3. J. T. Chien and C. C. Wu, "Discriminant waveletfaces and nearest feature classifiers for face recognition," IEEE Trans. Pattern Anal. Mach. Intell., vol. 24, no. 12, pp. 1644-1649, Dec. 2002.
4. Y. Fu and T. S. Huang, "Image classification using correlation tensor analysis," IEEE Trans. Image Process., vol. 17, no. 2, pp. 226-234, Feb. 2008.
5. Y. Fu, S. Yan, and T. S. Huang, "Classification and feature extraction by simplexization," IEEE Trans. Inf. Forens. Sec., vol. 3, no. 1, pp. 91-100, Jan. 2008.
6. Y. Fu, S. Yan, and T. S. Huang, "Discriminant simplex analysis," in Proc. IEEE Int. Conf. Acoust., Speech, Signal Process., 2008, pp. 3333-3336.
7. A. Hasan and M. Hasan, "Constrained gradient descent and line search for solving optimization problem with elliptic constraints," in Proc. IEEE Int. Conf. Acoust., Speech, Signal Process., 2003, vol. 2, pp. 793-796.
8. X. He, D. Cai, and J. Han, "Learning a maximum margin subspace for image retrieval," IEEE Trans. Knowl. Data Eng., vol. 20, no. 2, pp. 189-201, Feb. 2008.
9. H. Hu and J. Yang, "A direct LDA algorithm for high-dimensional data - With application to face recognition," Pattern Recogni., vol. 34, pp. 2067-2070, 2001.
10. Y. LeCun, L. Bottou, Y. Bengio, and P. Haffner, "Gradient-based learning applied to document recognition," Proc. IEE, vol. 86, no. 11, pp. 2278-2324, Nov. 1998.
11. S. Z. Li, K. L. Chan, and C. Wang, "Performance evaluation of the nearest feature line method in image classification and retrieval," IEEE Trans. Pattern Anal. Mach. Intell., vol. 22, no. 11, pp. 1335-1339, Nov. 2000.
12. S. Z. Li and J. Lu, "Face recognition using the nearest feature line method," IEEE Trans. Neural Netw., vol. 10, no. 2, pp. 439-443, Feb. 1999.
13. A. M. Martinez and A. C. Kak, "PCA versus LDA," IEEE Trans. Pattern Anal. Mach. Intell., vol. 23, no. 2, pp. 228-233, Feb. 2001.
14. Y. Pang, Y. Yuan, and X. Li, "Generalised nearest feature line for subspace learning," Electron. Lett., vol. 43, no. 20, pp. 1079-1080, 2007.
15. P. J. Phillips, H. Moon, S. A. Rivzi, 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.
16. D. Tao, X. Li, X. Wu, and S. J. Maybank, "General tensor discriminant analysis and Gabor features for gait recognition," IEEE Trans. Pattern Anal. Mach. Intell., vol. 29, no. 10, pp. 1700-1715, Oct. 2007.
17. D. Tao, X. Tang, and X. Li, "Which components are important for interactive image searching?," IEEE Trans. Circuits Syst. Video Technol., vol. 18, no. 1, pp. 3-11, Jan. 2008.
18. H. Wang and N. Ahuja, "Rank-r approximation of tensors using image-as-matrix representation," in Proc. IEEE Int. Conf. Computer Vision and Pattern Recognition, 2005, vol. 2, pp. 346-353.
19. D. Xu, S. Yan, D. Tao, S. Lin, and H. Zhang, "Marginal Fisher analysis and its variants for human gait recognition and content- based image retrieval," IEEE Trans. Image Process., vol. 16, no. 11, pp. 2811-2821, Nov. 2007.
20. D. Xu, S. Yan, D. Tao, L. Zhang, X. Li, and H. Zhang, "Human gait recognition with matrix representation," IEEE Trans. Circuits Syst. Video Technol., vol. 16, no. 7, pp. 896-903, Jul. 2006.
21. S. Yan, D. Xu, Q. Yang, L. Zhang, X. Tang, and H. Zhang, "Multilinear discriminant analysis for face recognition," IEEE Trans. Image Process., vol. 16, no. 1, pp. 212-220, Jan. 2007.
22. X. Li, S. Lin, S. Yan, and D. Xu, "Discriminant locally linear embedding with high-order tensor data," IEEE Trans. Systems, Man, Cybern. B, vol. 38, no. 2, pp. 342-352, Feb. 2008.
23. Y. J. Zheng, J. Y. Yang, J. Yang, X. J. Wu, and Z. Jin, "Nearest neighbour line nonparametric discriminant analysis for feature extraction," Electron. Lett., vol. 42, no. 12, pp. 679-680, 2006.
24. Z. Zhou, S. Z. Li, and K. L. Chan, "A theoretical justification of nearest feature line method," in Proc. Int. Conf. Pattern Recognition, 2000, vol. 2, pp. 759-762.
25. J. Zhou, Q. Ji, and G. Nagy, "A comparative study of local matching approach for face recognition," IEEE Trans. Image Process., vol. 16, no. 10, pp. 2617-2628, Oct. 2007.