Restricted nearest feature line with ellipse for face recognition

Journal of Information Hiding and Multimedia Signal Processing

Volumn 3, Issue 3, 2012, Pages 297-305

  Feng, Qingxiang ^a   Pan, Jeng Shyang ^a   Yan, Lijun ^a  

^a HARBIN INSTITUTE OF TECHNOLOGY   (China)

Author keywords

Face recognition; Nearest feature line; Nearest neighbor

Indexed keywords

CLASSIFICATION ABILITY; FACE DATABASE; FEATURE LINES; NEAREST FEATURE LINES; NEAREST NEIGHBORS;

GEOMETRY; QUERY PROCESSING;

FACE RECOGNITION;

EID: 84871204644     PISSN: 20734212     EISSN: 20734239     Source Type: Journal    
DOI: None     Document Type: Article

References (22)

1. M. Turk and A. Pentland, Eigenfaces for recognition, Journal of Cognitive Neuroscience, vol. 3, no. 1, pp.71-86, 1991.
2. P. Belhumeur, J. Hespanha and D. Kriegman, Eigenfaces vs. fisherfaces: recognition using class specific linear projection, IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 19, no. 7, pp. 711-720, 1997.
3. M. S. Bartlett, J. R. Movellan, and T. J. Sejnowski, Face recognition by independent component analysis, IEEE Trans. Neural Networks, vol. 13, no. 6, pp. 1450-1464, 2002.
4. X. He, S. Yan, Y. Hu, P. Niyogi and H. J. Zhang, Face recognition using laplacianfaces, IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 27, no. 3, pp. 1-13, 2005.
5. H. B. Kekre and K. Shah, Performance comparison of Kekre's transform with PCA and other conventional orthogonal transforms for face recognition, Journal of Information Hiding and Multimedia Signal Processing, Vol. 3, No. 3, pp. 240-247, 2012.
6. X. Zhou, Z. Nie, Y. Li, Statistical analysis of human facial expressions, Journal of Information Hiding and Multimedia Signal Processing, vol. 1, no. 3, pp. 241-260, 2010.
7. D. Y. Huang, C. J. Lin and W. C. Hu, Learning-based face detection by adaptive switching of skin color models and AdaBoost under varying illumination, Journal of Information Hiding and Multimedia Signal Processing, vol. 2, no. 3, pp. 204-216, 2011.
8. W. C. Hu, C. Y. Yang, D. Y. Huang and C. H. Huang, Feature-based face detection against skin-color like backgrounds with varying illumination, Journal of Information Hiding and Multimedia Signal Processing, Vol. 2, No. 2, pp. 123-132, 2011.
9. C. Y. Chang, C. W. Chang, and C. Y. Hsieh, Applications of block linear discriminant analysis for face recognition, Journal of Information Hiding and Multimedia Signal Processing, vol. 2, no. 3, pp. 259-269, 2011.
10. T. M. Cover, and P. E. Hart, Nearest neighbor pattern classification, IEEE Trans. Information Theory, vol. 13, no. 1, pp. 21-27, 1967.
11. S. Z. Li and J. Lu, Face recognition using the nearest feature line method, IEEE Trans. Neural Networks, vol. 10, no. 2, pp. 439-443, 1999.
12. J. T. Chien and C. C. Wu, Discriminant waveletfaces and nearest feature classifiers for face recognition, IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 24, no. 12, pp. 1644-1649, 2002.
13. J. Lu and Y. P. Tan, Uncorrelated discriminant nearest feature line analysis for face recognition, IEEE Signal Processing Letters, vol. 17, no. 2, pp. 185-188, 2000.
14. S. Z. Li, Content-based audio classification and retrieval using the nearest feature line method, IEEE Trans. Speech Audio Process, Vol. 8, no. 5, pp. 619V-625V, 2000.
15. K. Chen, T. Y. Wu, and H. J. Zhang, On the use of nearest feature line for speaker identification, Journal of Pattern Recognition Letters, vol. 23, no. 14, pp. 1735-1746, 2002.
16. S. Z. Li, K. L. Chan, and C.L. Wang, Performance evaluation of the nearest feature line method in image classification and retrieval, IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 22, no. 11, pp. 1335-1339, 2000.
17. J. H. Chen and C. S. Chen, Object recognition based on image sequences by using inter-feature-line consistencies, Journal of Pattern Recognition Letters, vol. 37, no. 9, pp. 1913-1923, 2004.
18. W. Zheng, L. Zhao, and C. Zou, Locally nearest neighbor classifiers for pattern classification, Journal of Pattern Recognition Letters, vol. 37, no. 6, pp. 1307-1309, 2004.
19. Y. L. Zhou, C. S. Zhang, and J. C. Wang, Extended nearest feature line classifier, Proc. of 8th Pacific Rim International Conference on Artificial Intelligence, vol. 3175, pp. 183-190, 2004.
20. D. Q. Han, C. Z. Han, and Y. Yang, A novel classifier based on shortest feature line segment, Journal of Pattern Recognition Letters, vol. 32, no. 3, pp. 485-493, 2011.
21. AT and T Laboratories Cambridge, The Database of Faces, 1994, http://www.cl.cam.ac.uk/research/dtg/attarchive/facedatabase.html
22. A. M. Martinez and R. Benavente, The AR Face Database, CVC Technical Report, vol. 24, 1998.