A brief survey on multispectral face recognition and multimodal score fusion

IEEE International Symposium on Signal Processing and Information Technology, ISSPIT 2011

Volumn , Issue , 2011, Pages 543-550

  Zheng, Yufeng ^a   Elmaghraby, Adel ^b  

^a ALCORN STATE UNIVERSITY   (United States)

^b University of Louisville   (United States)

Author keywords

Gabor wavelet transform; multimodal biometrics; multispectral face recognition; orientation analysis; score fusion

Indexed keywords

GABOR WAVELET TRANSFORMS; MULTI-MODAL BIOMETRICS; MULTI-SPECTRAL; ORIENTATION ANALYSIS; SCORE FUSION;

BIOMETRICS; HAMMING DISTANCE; HIDDEN MARKOV MODELS; INFORMATION TECHNOLOGY; SIGNAL PROCESSING;

FACE RECOGNITION;

EID: 84863265120     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ISSPIT.2011.6151622     Document Type: Conference Paper

References (37)

1. H. Chang, A. Koschan, M. Abidi, S. G. Kong, C.-H. Won, "Multispectral visible and infrared imaging for face recognition, "cvprw, pp.1-6, 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2008.
2. A. Bendada, M. A. Akhloufi, "Multispectral Face Recognition in Texture Space," crv, pp. 01-106, 2010 Canadian Conference on Computer and Robot Vision, 2010.
3. D.A. Socolinsky, A. Selinger, "A Comparative Analysis of Face Recognition Performance with Visible and Thermal Infrared Imagery,"Proc. of lCPR (4) 2002, p.40217, 2002.
4. G. Bebis, A. Gyaourova, S. Singh and I. Pavlidis, "Face recognition by fusing thermal infrared and visible imagery, Image and Vision Computing," Vol. 24, pp.727-242, 2006.
5. P. Buddharaju, T. T. Pavlidis, P. Tsiamyrtzis, M. Bazakos, "Physiology-Based Face Recognition in the Thermal Infrared Spectrum," IEEE Trans. on Pattern Analysis and Machine Intelligence, vol. 29, no. 4, pp. 613-626, Apr. 2007. (Pubitemid 46464402)
6. M. Akhloufi, A. Bendada, "Infrared face recognition using distance transforms ", ICIVC 2008 (Paris, France), Proceedings of World Academy of Science, Engineering & Technology, Vol. 30, pp. 160-163, July 2008.
7. O. Arandjelovic, R. I. Hammoud, R. Cipolla, "On Person Authentication by Fusing Visual and Thermal Face Biometrics," AVSS 2006, Page 50, Proceedings of the IEEE International Conference on Video and Signal Based Surveillance, 2006.
8. S. G. Kong, J. Heo, B. Abidi, J. Paik, and M. Abidi, "Recent Advances in Visual and Infrared Face Recognition - A Review," Computer Vision and Image Understanding, 97, 103-135, 2005. (Pubitemid 40049163)
9. A Selinger and D. Socolinsky, "Appearance-Based Facial Recognition Using Visible and Thennal Imagery: A Comparative Study," Technical report, Equinox Corporation, 2001.
10. K. Nandakumar, Y. Chen, S.C. Dass, A.K. Jain, "Likelihood ratio-based biometric score fusion," IEEE Trans. Pattern Anal. Mach. Intel I. 30 (2), 342-347, 2008.
11. Y. Zheng, "Orientation-based face recognition using multispectral imagery and score fusion," Opt. Eng. 50, 117202,2011.
12. M. Turk and A Pentland, "Eigenfaces for recognition," Journal of Cognitive Neuroscience, Vol. 3, No. I, pp. 71-86, 1991.
13. Moon H, Phillips P J, 2001, "Computational and performance aspects of PCA-based face-recognition algorithms," Perception 30(3), 303 -321, 2001.
14. W. Zhao, R. Chellappa, A. Krishnaswamy, "Discriminant Analysis of Principal Components for Face Recognition," Proc. of the 3rd IEEE International Conference on Face and Gesture Recognition, FG'98, 14-16, pp. 336-341, April 1998, Nara, Japan.
15. J. Lu, K.N. Plataniotis, AN. Venetsanopoulos, "Face Recognition Using LDA-Based Algorithms," IEEE Trans. on Neural Networks, Vol. 14, No. 1, pp. 195-200, 2003.
16. L. Wiskott, J.M. Fellous, N. Krüger, C. von der Malsburg, "Face Recognition by Elastic Bunch Graph Matching," IEEE Trans. Pattern Anal. Mach. Intell. 19 (7), 775-779, 1997. (Pubitemid 127762270)
17. L. Wiskott, J.-M. Fellous, N. Krüger, and C. von der Malsburg, "Face Recognition by Elastic Bunch Graph Matching," in L. C. Jain, U. Halici, I. Hayashi, S. B. Lee and T. Tsutsui (eds.), Intelligent Biometric Techniques in Fingerprint and Face Recognition," pp. 355-396, CRC Press, USA, 1999.
18. W. Zhao, R. Chellappa, A. Rosenfeld, P.J. Phillips, "Face Recognition: A Literature Survey," ACM Computing Surveys, 35(4), pp. 399-458, 2003.
19. L.I. Kuncheva, "A Theoretical Study on Six Classifier Fusion Strategies," IEEE Trans. Pattern Anal. Mach. Intell. 24 (2), pp. 281-286, 2002. (Pubitemid 34198215)
20. R. Brunelli, D. Falavigna, "Person Identification Using Multiple Cues,"IEEE Trans. Pattern Anal. Mach. Intell. 17 (10),955-966,1995.
21. J. Fierrez-Aguilar, J. Ortega-Garcia, J. Gonzalez-Rodriguez, J. Bigun, "Discriminative Multimodal Biometric Authentication based on Quality Measures," Pattern Recognition 38 (5), 777-779,2005. (Pubitemid 40226370)
22. R.O. Duda, P.E. Hart, Pattern Classification and Scene Analysis, Wiley, New York, 1973.
23. R.M. Kil, I. Koo, "Optimization of a network with Gaussian kernel functions based on the estimation of error confidence intervals," Proc. of IJCNN 2001, Vol. 3, pp.1762-176.
24. C. Burges, "A Tutorial on Support Vector Machines for Pattern Recognition," Data Mining and Knowledge Discovery 2, 121-167, 1998. (Pubitemid 128695475)
25. S. Prabhakar, A.K. Jain, "Decision-level Fusion in Fingerprint Verification," Pattern Recognition 35 (4), 861-874, 2002.
26. B. Ulery, A.R. Hicklin, C. Watson, W. Fellner, P. Hallinan, " Studies of Biometric Fusion," NIST Interagency Report, 2006.
27. A. Jain, K. Nandakumar, A. Ross, "Score normalization in multi modal biometric systems," Pattern Recognition 38 (12), 2270-2285, 2005. (Pubitemid 41336698)
28. J.C. Bezdec, Pattern Recognition with Fuzzy Objective Function Algorithms, Plenum Press, New York, 1981.
29. S. Raudys, Statistical and Neural Classifiers: an Integrated Approach to Design, Springer, London, 2001.
30. L. Rabiner, 'Tutorial on hidden markov models and selected applications in speech recognition," Proc. IEEE 77, 257-286,1989.
31. P. Gader, M. Mystkowski, Y. Zhao, "Landmine detection with ground penetrating radar using hidden markov models," IEEE Trans. Geosci. Remote Sens. 39, 1231-1244,2001. (Pubitemid 32611024)
32. M. Mohamed, P. Gader, "Generalized hidden markov models part 2: Applications to handwritten word recognition," IEEE Trans. Fuzzy Systems 8, 186--194, 2000.
33. H. Bunke, T. Caelli, Hidden Markov Models: Applications in Computer Vision, World Scientific, River Edge, New Jersey, 2001.
34. M. Figueiredo, A.K. Jain, "Unsupervised Learning of Finite Mixture Models," IEEE Trans. Pattern Anal. Mach. Intel I. 24 (3), 381-396, 2002. (Pubitemid 35289353)
35. L.E. Baum, T. Petrie, "Statistical inference for probability functions of finite state markov chains," Ann. Math. Stat. 37, 1554-1563, 1966.
36. S. Xie,S. Shan,X. Chen, and J. Chen, "Fusing Local Patterns of Gabor Magnitude and Phase for Face Recognition," IEEE Trans. Image Process. 19 (5),1349-1361,2010.
37. Y. Zheng, "A hidden Markov model for multimodal biometrics score fusion," Proc. SPIE 8064, 80640D, 2011.