Illumination invariant face recognition

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 7995 LNCS, Issue , 2013, Pages 385-391

  Chen, Guangyi ^a   Krishnan, Sridhar ^b   Zhao, Yongjia ^c   Xie, Wenfang ^a  

^a Dept of Electrical and Computer Engineering   (Canada)

^b RYERSON UNIVERSITY   (Canada)

^c BEIHANG UNIVERSITY   (China)

Author keywords

Face recognition; fast Fourier transform (FFT); pattern recognition; sparse FFT; support vector machines (SVM)

Indexed keywords

DUAL-TREE COMPLEX WAVELETS; FACE DATABASE; FACE IMAGES; ILLUMINATION INVARIANT; LIGHTING CONDITIONS; YALE FACE DATABASE;

FAST FOURIER TRANSFORMS; INTELLIGENT COMPUTING; PATTERN RECOGNITION; SUPPORT VECTOR MACHINES;

FACE RECOGNITION;

EID: 84882766019     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-39479-9_46     Document Type: Conference Paper

References (12)

1. Du, S., Ward, R.K.: Adaptive region-based image enhancement method for robust face recognition under variable illumination conditions. IEEE Transactions on Circuits and Systems for Video Technology 20(9), 1165-1175 (2010)
2. Ruiz-Pinales, J., Acosta-Reyes, J.J., Salazar-Garibay, A., Jaime-Rivas, R.: Shift invariant support vector machines face recognition system. World Academy of Science, Engineering and Technology 16, 947-951 (2008)
3. Chang, C.C.: LIBSVM: a library for support vector machines. ACM Transactions on Intelligent Systems and Technology 2(3), Article no. 27 (2011)
4. Kingsbury, N.G.: Complex wavelets for shift invariant analysis and filtering of signals. Journal of Applied and Computational Harmonic Analysis 10(3), 234-253 (2001)
5. Chen, G.Y., Bui, T.D., Krzyzak, A.: Invariant pattern recognition using radon, dual-tree complex wavelet and Fourier transforms. Pattern Recognition 42(9), 2013-2019 (2009)
6. Chen, G.Y., Zhu, W.P.: Signal denoising using neighbouring dual-tree complex wavelet coefficients. IET Signal Processing 6(2), 143-147 (2012)
7. Chen, G.Y., Xie, W.F.: Contour-based feature extraction using dual-tree complex wavelets. International Journal of Pattern Recognition and Artificial Intelligence 21(7), 1233-1245 (2007)
8. Hassanieh, H., Indyk, P., Katabi, D., Price, E.: Simple and practical algorithm for sparse Fourier transform. In: SODA (2012)
9. Hassanieh, H., Indyk, P.: Katabi and Price, E.: Nearly optimal sparse Fourier transform. In: STOC (2012)
10. Xie, X., Zheng, W., Lai, L., Yuen, P.C.: Face illumination normalization on large and small scale features. In: Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 1-8 (2008)
11. Lee, K.C., Ho, J., Kriegman, D.: Acquiring linear subspaces for face recognition under variable lighting. IEEE Transactions on Pattern Analysis and Machine Intelligence 27(5), 684-698 (2005)
12. Sim, T., Baker, S., Bsat, M.: The CMU pose, illumination, and expression database. IEEE Transactions on Pattern Analysis and Machine Intelligence 25(2), 1615-1618 (2003)