Concurrent self-organizing maps for multispectral facial image recognition

Proceedings of the 2007 IEEE Symposium on Computational Intelligence in Image and Signal Processing, CIISP 2007

Volumn , Issue , 2007, Pages 330-335

  Neagoe, Victor Emil ^a,b   Mugioiu, Alexandru Cristian ^b   Tudoran, Cristian Tudor ^b  

^a IEEE   (Romania)

^b UNIVERSITY POLITEHNICA OF BUCHAREST   (Romania)

Author keywords

[No Author keywords available]

Indexed keywords

COLOR IMAGE PROCESSING; IMAGE FUSION; MATHEMATICAL MODELS; PRINCIPAL COMPONENT ANALYSIS; SELF ORGANIZING MAPS; STATE SPACE METHODS;

CONCURRENT SELF-ORGANIZING MAPS (CSOM); FACIAL IMAGE RECOGNITION; INFRARED IMAGES; MULTISPECTRAL FACIAL RECOGNITION;

FACE RECOGNITION;

EID: 34548760315     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CIISP.2007.369190     Document Type: Conference Paper

References (16)

1. Y. Adini, Y. Moses, and S. Ullman, "Face recognition: the problem of compensating for changes in illumination direction", IEEE Trans. on Part, Analysis and Mach. Intell., vol. 19, pp. 721-732, July 1997.
2. D. Comaniciu and P. Meer, "Mean shift: a robust approaoh toward feature space analysis", IEEE Trans. Patt. Analysis and Mach. Intell., vol. 24, pp. 603-619, May 2002.
3. P. Gonzales, and R. Woods, Digital image processing, Addison Wesley, 1992.
4. J. Hep, S. Kong, B. Abidi, and M. Abidi, "Fusion of visual and thermal signatures with eyeglass removal for robust face recognition", IEEE Workshop on Object Tracking and Classification Beyond the Visible Spectrum in conjunction with CVPR 2004, Washington, D.C., July 2004, pp. 94-99.
5. T. K. Ho, J. J. Hull, and S. N. Srihari, "Decision combination in multiple classifier systems", IEEE Trans. Patt. Analysis and Mach, Intell., vol. 16, pp. 66-75, January 1994.
6. C. F. Jones III and A. L. Abbott, 'Optimization of color conversion for face recognition", EURASIP Journal on Applied Signal Processing, nr. 4, 2004, pp. 522-529.
7. T. Kohonen, Self-Organizing Maps, Springer- Verlag, Berlin, 1995.
8. V. E. Neagoe, "A neural approach to compression of hyperspectral remote sensing imagery", in: Reusch, B. (ed.): Computational Intelligence. Theory and Applications, Proc. of International Conference on Computational Intelligence- "7th Fuzzy Days in Dortmund", October 2001, Dortmund, Germany, Springer, Berlin, 2001, pp. 436-449.
9. V. E. Neagoe, "Concurrent self-organizing maps for automatic face recognition", Proc. 29th International 'Conference, of the Romanian Technical Military Academy, November 15-16 2001, Bucharest, published by Technical Military Academy, Romania, Section 9 (Communications), ISBN: 973-8290-27-9, (2001), pp. 35-40.
10. V. E. Neagoe and A Ropot, "Concurrent self-organizing maps for pattern classificatton", Proc. First IEEE Internaitonal Conference on Cognitive Informatics, ICCI 2002, August 19-20, 2002, Calgary, Canada, pp. 304-312.
11. V. E. Neagoe and A. Ropot, "Concurrent self-organizing maps - a powerful artificial neural tool for biometric technology", Proceedings of World Automation Congress WAC '04, Seville, vol. 3, 2004, ISBN 1-889335-20-7, IEEE Catalog 04EX832C.
12. V. E. Neagoe, "An optimijm 2D color space for pattern recognition", Proc. Of the 2006 International Conference on Image Processing, Computer Vision&Pattern Recognition, Las Vegas, Nevada, June 26-29, 2006, vol. 2, pp. 526-532.
13. V. E. Neagoe, "An optimum color feature Space and its applications for for pattern recognition", WSEAS Transactions on Signal Processing, issue 12, vol. 2, pp. 1537-1543, December 2006.
14. D. A. Socolinsky, A. Selinger, and J. D. Neuheisel, "Face recognition with visible and thermal infrared imagery", in Computer Vision and Image understanding, Vol. 91, pp.72-114, 2003.
15. L. Torres, J. Y. Reutter, L. Lorente, "The importance of the color information in face recognition", Proc. of the IEEE Conference on Image Processing, ICIP'99, October 25-28, 1999, Kobe, Japan, Vol. 3, pp. 627-631.
16. L. Xu, A. Krzyzak, and C. Y. Suen, "Methods of combining multiple classifiers and their applications to handwriting recognition", IEEE Trans, Systems, Man, and Cybernetics, vol. 22, No, 3, May/June 1992, pp. 418-435.