Performance analysis of infrared face recognition using PCA and ZM

Proceedings - The 2009 International Conference on Computer Engineering and Systems, ICCES'09

Volumn , Issue , 2009, Pages 45-50

  Zahran, E G ^a   Abbas, A M ^a   Dessouky, M I ^b   Ashour, M A ^b   Sharshar, K A ^a  

^a HOT LABORATORIES CENTER   (Egypt)

^b MENOUFIA UNIVERSITY   (Egypt)

Author keywords

Face detection; Infrared face recognition; Principal component analysis; Zernike moments

Indexed keywords

COMPARATIVE STUDIES; DATA SETS; DIM LIGHT; FACE DETECTION; GAUSSIAN NOISE; INFRARED FACE RECOGNITION; LARGE SIZES; NOISE VARIANCE; PERFORMANCE ANALYSIS; PRINCIPLE COMPONENT ANALYSIS; RECOGNITION RATES; SMALL SIZE; TIME CONSUMPTION; ZERNIKE MOMENTS;

GAUSSIAN NOISE (ELECTRONIC); PRINCIPAL COMPONENT ANALYSIS;

FACE RECOGNITION;

EID: 77950446188     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICCES.2009.5383313     Document Type: Conference Paper

References (25)

1. S. Kong, J. Heo, B. Abidi, J. Paik, and M. Abidi, "Recent Advances in Visual and Infrared Face Recognition - A Review," The Journal of Computer Vision and Image Understanding, 97,103-135, 2005.
2. R. Singh, M. Vatsa, and A. Noore," Hierarchical fusion of multi-spectral face images for improved recognition performance," Information Fusion 9 (2008) 200-210.
3. Y. Yoshitomi, T. Miyaura, S. Tomita, S. Kimura, "Face identification using thermal image processing," Proc. IEEE Int. Workshop Robot Hum. Commun., 374-379, 1997.
4. D. Socolinsky, A. Selinger, and J. Neuheisel, "Face recognition with visible and thermal infrared imagery," Computer Vision and Image Understanding, 91, 72-114, 2003.
5. M. Kirby, L. Sirovich, Application of the Karhunen-Loeve procedure for the characterization of human faces, IEEE Trans. Patt. Anal. Mach. Intell. 12 (1) (1990) 103-108.
6. X. Chen, P. Flynn, and K. Bowyer, "IR and Visible Light face recognition," Computer Vision and Image Understanding, 99,332-358, 2005.
7. J. Wilder, P. J. Phillips, C. Jiang, and S. Wiener, "Comparison of Visible and Infra-Red Imagery for Face Recognition," in Proceedings of 2nd InternationalConference on Automatic Face & Gesture Recognition, Killington, VT, pp. 182-187, 1996.
8. X. Chen, P. Flynn, and K. Bowyer, "Visible-light and infrared face recognition," in Proceedings of the Workshop on Multimodal User Authentication, Santa Barbara, CA, December 2003.
9. B. Abidi, "Performance comparison of visual and thermal signatures for face recognition," in The Biometrics Consortium Conference, Arlington, VA, September 2003.
10. F. J. Prokoski, "History, Current Status, and Future of Infrared Identification," in Proceedings IEEE Workshop on Computer Vision Beyond the Visible Spectrum: Methods and Applications, 2000.
11. D. A. Socolinsky and A. Selinger, "Thermal face recognition in an operational scenario," CVPR, 2004.
12. X. Chen, P. Flynn, and K. Bowyer, "PCA-based face recognition in infrared imagery: Baseline and comparative studies," in International Workshop on Analysisand Modeling of Faces and Gestures, Nice, France, October 2003.
13. G. Friedrich and Y. Yeshurun, "Seeing people in the dark: face recognition in infrared images," 2nd Biologically Motivated Computer Vision, pp. 348-359, 2002.
14. J. Heo, S. Kong, B. Abidi and M. Abidi, "Fusion of visual and thermal signatures with eyeglass removal for robust face recognition," IEEE International Workshop on Object Tracking and Classification Beyond the Visible Spectrum, 2004.
15. A. Gyaourova, G. Bebis and I. Pavlidis, "Fusion of infrared and visible images for face recognition," European Computer Vision Conference (ECCV), 2004.
16. G. Bebis, A. Gyaourova, S. Singh and I. Pavlidis. "Face recognition by fusing thermal infrared and visible imagery," Image and Vision Computing, 24, 727-742, 2006. (Pubitemid 44163391)
17. L. Wolff, D. Socolinsky, C. Eveland. "Quantitative measurement of illumination invariance for face recognition using thermal infrared imagery," Proc. IEEE Workshop Compuer. Vision Beyond the Visible spectrum,Appl. 2001.
18. J. Dowdall, I. Pavlidis, G. Bebis."Face detection in the near-IR spectrum, " Image andVision Computing, 21 (7) 565-578, 2003.
19. I. J. Cox, J. Ghosn, and P. N. Yianilos, "Feature-based face recognition using mixture- distance," Proc. Int. Conf. Comput. Vis. Patt. Recogn., 209-216, 1996.
20. B.S. Manjunath, R. Chellappa, C. von der Malsburg, "A feature based approach to face recognition," Proc. IEEE Conf. Comput. Vis. Patt. Recogn., 373-378, 1992.
21. M. K. Hu, "Visual pattern recognition by moment invariants," IRE Trans. Inform. Theory, vol.IT-8, pp. 179-187, Feb. 1962.
22. W. Zhao, and R. Chellappa, FACE PROCESSING :Advanced Modeling and Methods, 2006, pp. 21-22.
23. F. L. Bookstein, "Fitting conic sections to scattered data," Computer Graphics and Image Processing, (9):56-71, 1979.
24. th British Machine Vision Conference, Birmingham, pp. 513-522, 1995.
25. http://www.Equinoxsensors.com/hid.