Application of a novel neural network to face recognition based on DWT

Proceedings of the First IEEE/RAS-EMBS International Conference on Biomedical Robotics and Biomechatronics, 2006, BioRob 2006

Volumn 2006, Issue , 2006, Pages 1042-1046

  Zhang, Jin ^a,b   Lou, Zhenguo ^a   Li, Guang ^a   Freeman, Walter J ^c  

^a ZHEJIANG UNIVERSITY   (China)

^b HUNAN UNIVERSITY   (China)

^c UNIVERSITY OF CALIFORNIA   (United States)

Author keywords

Bionic neural networks; Discrete wavelet transform; Face recognition; Pattern recognition

Indexed keywords

FACE RECOGNITION; IMAGE ANALYSIS; MEDICAL IMAGING; SIGNAL PROCESSING; WAVELET TRANSFORMS;

BIONIC NEURAL NETWORKS; CHAOTIC ATTRACTORS; DISCRETE WAVELET TRANSFORM; IMAGE PATTERN CLASSIFICATION;

NEURAL NETWORKS;

EID: 33845576972     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/BIOROB.2006.1639229     Document Type: Conference Paper

References (25)

1. Adini, Y., Moses, Y., Ullman, S. "Face recognition: The problem of compensating for changes in illumination direction," IEEE Trans. Pattern Anal Machine Intell, vol. 19 (7), pp. 721-732, 1997.
2. W.Y. Zhao, R. Chellappa, and A. Rosenfeld, "Face recognition: A literature survey," CVL Technical Report, Center for Automation Research, University of Maryland at College Park, CAR-TR-948, 2000.
3. V. Perlibakas, "Distance measures for PCA-based face recognition," Pattern Recognition Lett, vol. 25 (6), pp. 711-724,2004.
4. M.S. Bartlett, H.M. Lades, T. Sejnowshi, "Face recognition by independent component analysis," IEEE Trans. Neural Networks, vol. 13 (6), pp. 1450-1464, 2002.
5. H.C. Kim, D. Kim, S.Y. Bang, "Face recognition using LDA mixture model," Pattern Recognition Lett, vol. 24(15), pp. 2815-2821, 2003.
6. R.O. Duda, P.E. Hart and D.G. Stork, Pattern Classification, New York, Wiley-Interscience Publication, 2001 2ndEdition.
7. C.J.C. Burges, "A tutorial on support vector machines for pattern recognition," Data Mining and Knowledge Discovery, vol.2(2), pp. 121-167, 1998.
8. M.J. Er, J. Wu, J. Lu, H.L. Toh, "Face recognition with radial basis function (RBF) neural networks," IEEE Trans. Neural Networks, vol. 13(3), pp. 697-710, 2002.
9. H.J. Chang and W.J. Freeman, "Biologically modeled noise stabilizing neurodynamics for pattern recognition," Int. J. Bifurcation and Chaos, vol. 8(2), pp. 321-345, 1998.
10. H.J. Chang and W.J. Freeman, "Optimization of olfactory model in software to give power spectra reveals numerical instabilities in solutions governed by aperiodic (chaotic) attractors," Neural Networks, vol.11, pp. 449-466, 1998.
11. H.J. Chang and W.J. Freeman, "Local homeostasis stabilizes a model of the olfactory system globally in respect to perturbations by input during pattern classification," Int. J. Bifurcation and Chaos, vol.8, pp. 2107-2123, 1998.
12. R. Kozma and W.J. Freeman, "Chaotic resonance - methods and applications for robust classification of noisy and variable patterns," Int. J. Bifurcation and Chaos, vol.11, pp. 1607-1629, 2001.
13. AT&T Laboratories Cambridge, the ORL Database of Faces, http://www.cam-orl.co.uk/facedatabase.html.
14. X.M. Liu, T. Chen, B.V.K.V. Kumar, "Face authentication for multiple subjects using eigenflow," Pattern Recognition, vol. 36, Issue: 2, pp. 313-328, 2003.
15. W. Zhao, R. Chellappa and P.J. Phillips, "Subspace linear discriminant analysis for face recognition," Technical Report AR-TR -914, CS-TR-4009, University of Maryland at College Park, USA, 1999.
16. X. Li, G. Li, L. Wang, and W. J. Freeman, "A study on a bionic pattern classifier based on olfactory neural system," Int. J. Bifurcation and Chaos, in press.
17. Abdulhamit Subasi, "Automatic recognition of alertness level from EEG by using neural network and wavelet coefficients," Expert Systems with Applications, vol. 28, 701-711, 2005.
18. Fu-Rong Lin, Wai-Ki Ching, Michael K. Ng., "Discrete wavelet transforms for Toeplitz matrices, Linear Algebra and its Applications," 370, 269-285, 2003.
19. G. G. Walter, Wavelets and Other Orthogonal Systems with Applications, CRC Press, Boca Raton, FL, 1994.
20. C. S. Burrus, R. A. Gopinath, and H. Guo, Introduction to Wavelet and Wavelet Transforms, A Primer, Prentice-Hall, Englewood Cliffs, NJ, 1998.
21. S. Mallat, A Wavelet Tour of Signal Processing, Academic Press, Chestnut Hill, MA, 1998.
22. J. D. Gibson(Ed..), The Communications Handbook, CRC Press, NJ, 1997.
23. A. D. Poularikas(Eds.), The Transforms and Applications Handbook, CRC Press, IEEE Press, Boca Raton, FL, 1996.
24. Cohen, A., & Kovacevic, J., "Wavelets: The mathematical background," Proceedings of the IEEE, vol.84, 514-522, 1996.
25. S. Mallat, "A theory for multiresolution signal decomposition: the wavelet representation," IEEE Trans. Patt. Recog. Math. Intell. vol.11, 678-693, 1989.