Face illumination compensation based on wavelet transform

Guangxue Jingmi Gongcheng/Optics and Precision Engineering

Volumn 16, Issue 1, 2008, Pages 150-155

  Nie, Xiang Fei ^a,b   Tan, Ze Fu ^a   Guo, Jun ^b  

^a CHONGQING THREE GORGES UNIVERSITY   (China)

^b BEIJING UNIVERSITY OF POSTS AND TELECOMMUNICATIONS   (China)

Author keywords

Face illumination compensation; Face recognition; Wavelet transform

Indexed keywords

DATABASE SYSTEMS; IMAGE PROCESSING; WAVELET TRANSFORMS;

FACE ILLUMINATION COMPENSATION; NONUNIFORM ILLUMINATION;

FACE RECOGNITION;

EID: 40049096947     PISSN: 1004924X     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (22)

1. PHILLIPS P J, MOON H, RIZVI S A, et al.. The FERET evaluation methodology for face recognition algorithms[J]. IEEE Trans. on PAMI, 2000, 22(10): 1090-1104.
2. PHILLIPS P J, GROTHER P, IMCHEALS R J, et al.. FRVT 2002: evaluation report[R/OL]. http://www.frvt.org/DLs/FRVT_2002_EValuation_Report.pdf, 2003.
3. WARRINGTON E, TAYLOR A. Two categorical stages of object recognition[J]. Perception, 1978, 7: 152-164.
4. LIU D H, LAM K M, SHEN L S. Illumination invariant face recognition[J]. Pattern Recognition, 2005, 38: 1705-1716.
5. GAO Y, LEUNG M K H. Face recognition using line edge map [J]. IEEE Trans. on PAMI, 2002, 24(6): 764-779.
6. GUO B, LAM K M, LIN K H, et al.. Human face recognition based on spatially weighted hausdorff distance[J]. Pattern Recognition Letters, 2003, 24: 499-507.
7. ADINI Y, MOSES Y, ULLMAN S. Face recognition: the problem of compensation for changes in illumination direction[J]. IEEE Trans. on PAMI, 1997, 19(7): 721-732.
8. CHEN H, BELHUMEUR P, JACOBS D. In search of illumination invariants[C]. In Proceedings of IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2000: 254-261.
9. BELHUMEUR P N, HESPANHA J P, KRIEGMAN D J. Eigenfaces vs. fisherfaces: recognition using class specific linear projection[J]. IEEE Trans. on PAMI, 1997, 19(7): 711-720.
10. SHASHUA A, RAVIV R T. The quotient image: class based re rendering and recognition with varying illuminations[J]. IEEE Trans. on PAMI, 2001, 23(2): 129-139.
11. SHAN S, GAO W, CAO B, et al.. Illumination normalization for robust face recognition against varying lighting conditions[J]. In Proceedings of IEEE International Workshop on Analysis and Modeling of Faces and Gestures, 2003: 157-164.
12. GEORGHIADES A S, BELHUMEUR P N, KRIEGMAN D J. From few to many: illumination cone models for face recognition under differing pose and lighting[J]. IEEE Trans. on PAMI, 2001, 23(6): 643-660.
13. RAMAMOORTHI R. Analytic PCA construction for theoretical analysis of lighting variability in images of a Lambertian object[J]. IEEE Trans. on PAMI, 2002, 24(10): 1-12.
14. BASRI R, JACOBS D W. Lambertian reflectance and linear subspaces[J]. IEEE Trans. on PAMI, 2003, 25(2): 218-233.
15. QING L Y, SHAN SH G, CHEN X L, et al.. Face recognition under varying lighting based on the harmonic images[J]. Chinese Journal of Computers, 2006, 29(5): 760-768.(in Chinese)
16. ZHAO W Y, CHELLAPPA R. SFS based view synthesis for robust face recognition[C]. In Proceedings of the 4th Conference on Automatic Face and Gesture Recognition, 2000: 285-292.
17. BLANZ V, VETTER T. Face recognition based on fitting a 3D mophaable model[J]. IEEE Trans. on PAMI, 2003, 25(9): 1063-1074.
18. CHEN W, ER M J, WU S. Illumination compensation and normalization for robust face recognition using discrete cosine transform in logarithm domain[J]. IEEE Trans. on Systems, Man, and Cybernetics, Part B: Cybernetics. 2006, 36(2): 458-466.
19. CHEN SH L, HUANG L Q, GUO J H. Image processing based on integral lifting wavelet transform and its implementation by DSP[J]. Opt. Precision Eng., 2006, 14(3): 498-502.(in Chinese)
20. WANG P, YAO H, LI L. Adaptive digital watermarking algorithm combining spatial and DWT domain[J]. Opt. Precision Eng., 2006, 14(6): 1057-1062.(in Chinese)
21. WANG X, YU X, SUI Y X, et al.. Application of multiwavelet based image processing to corona detection[J]. Opt. Precision Eng., 2006, 14(4): 714-719.(in Chinese)
22. GAO W, CAO B, SHAN S, et al.. The CAS PEAL large scale Chinese face database and baseline evaluations[EB/OL]. http://www.jdl.ac.cn/-peal/peal_tr.pdf, 2004.