Image-based face illumination transferring using logarithmic total variation models

Visual Computer

Volumn 26, Issue 1, 2010, Pages 41-49

  Li, Qing ^a   Yin, Wotao ^b   Deng, Zhigang ^a  

^a University of Houston   (United States)

^b Rice University   (United States)

Author keywords

Face decomposition; Face relighting; Illumination transferring; Logarithmic total variation model; Radial basis functions

Indexed keywords

3D GEOMETRY; DATA SETS; DEFORMATION TECHNIQUES; FACE IMAGES; FACE RELIGHTING; FACIAL FEATURE; GRAY SCALE; IMAGE-BASED; IMAGE-BASED TECHNIQUES; LIGHTING CONDITIONS; LOGARITHMIC TOTAL VARIATION MODEL; PRIOR INFORMATION; RADIAL BASIS FUNCTIONS; TOTAL VARIATION; YALE FACE DATABASE;

IMAGE ENHANCEMENT; RADIAL BASIS FUNCTION NETWORKS; TARGETS;

THREE DIMENSIONAL;

EID: 72549104932     PISSN: 01782789     EISSN: None     Source Type: Journal    
DOI: 10.1007/s00371-009-0375-8     Document Type: Article

References (21)

1. M. Nikolova 2004 A variational approach to remove outliers and impulse noise J. Math. Imag. Vis. 20 1-2 99 120 10.1023/B:JMIV.0000011920.58935.9c 2049784
2. W. Yin D. Goldfarb S. Osher 2006 Total variation based image cartoon-texture decomposition SIAM J. Multiscale Model. Simul. 6 1 190 211 10.1137/060663027 2306407
3. Stoschek, A.: Image-based re-rendering of faces for continuous pose and illumination directions. In: Proceedings of IEEE Computer Society Conference on Computer Vision and Pattern Recognition, vol. 01, pp. 582-587 (2000)
4. Wen, Z., Liu, Z., Huang, T.S.: Face relighting with radiance environment maps. In: Computer Vision and Pattern Recognition, Proceedings, pp. 157-165 (2003)
5. P. Peers N. Tamura W. Matusik P. Debevec 2007 Post-production facial performance relighting using reflectance transfer ACM Trans. Graph. 26 3 52 10.1145/1276377.1276442 (Pubitemid 47219886)
6. Hua, G., Wen, Z., Zhang, Z., Wang, Y., Liu, Z., Samaras, D.: Face re-lighting from a single image under harsh lighting conditions. In: Proceedings of IEEE International Conference on Computer Vision and Pattern Recognition 2007, pp. 1-8, June 2007
7. A. Shashua T.R. Raviv 1999 The quotient image: Class-based recognition and synthesis under varying illumination conditions IEEE Trans. Pattern Anal. Mach. Intell. 02 262 265
8. Liu, Z., Shan, Y., Zhang, Z.: Expressive expression mapping with ratio images. In: SIGGRAPH'01: Proceedings of the 28th Annual Conference on Computer Graphics and Interactive Techniques, pp. 271-276. ACM, New York (2001)
9. Marschner, S.R., Greenberg, D.P.: Inverse lighting for photography. In: Proceedings of the Fifth Color Imaging Conference, Society for Imaging Science and Technology, pp. 262-265 (1997)
10. T. Chen W. Yin X.S. Zhou D. Comaniciu T. Huang 2006 Total variation models for variable lighting face recognition IEEE Trans. Pattern Anal. Mach. Intell. 28 9 1519 1524 10.1109/TPAMI.2006.195 (Pubitemid 44132657)
11. Noh, J.Y., Fidaleo, D., Neumann, U.: Animated deformations with radial basis functions. In: VRST'00: Proceedings of the ACM Symposium on Virtual Reality Software and Technology, pp. 166-174. ACM, New York (2000)
12. Lewis, J.P., Cordner, M., Fong, N.: Pose space deformation: A unified approach to shape interpolation and skeleton-driven deformation. In: Proc. of ACM SIGGRAPH'2000, pp. 165-172 (2000)
13. Noh, J.Y., Neumann, U.: Expression cloning. In: Proc. of ACM SIGGRAPH'01, pp. 277-288 (2001)
14. Deng, Z., Chiang, P.Y., Fox, P., Neumann, U.: Animating blendshape faces by cross-mapping motion capture data. In: Proc. of ACM SIGGRAPH Symposium on Interactive 3D Graphics and Games, pp. 43-48, March 2006
15. N. Arad N. Dyn D. Reisfeld Y. Yeshurun 1994 Image warping by radial basis functions: Application to facial expressions Comput. Vis. Graph. Image Process. Graph. Models Image Process. 56 2 161 172
16. T.F. Cootes C.J. Taylor D.H. Cooper J. Graham 1995 Active shape models-their training and application Comput. Vis. Image Underst. 61 1 38 59 10.1006/cviu.1995.1004
17. Zhou, Y., Gu, L., Zhang, H.-J.: Bayesian tangent shape model: estimating shape and pose parameters via Bayesian inference. In: Proceedings of IEEE Computer Society Conference, vol. 1, pp. 109-116 (2003)
18. Goldfarb, D., Yin, W.: Parametric maximum flow algorithms for fast total variation minimization. Rice University CAAM Technical Report TR07-09 (2007)
19. A.S. Georghiades P.N. Belhumeur D.J. Kriegman 2001 From few to many: Illumination cone models for face recognition under variable lighting and pose IEEE Trans. Pattern Anal. Mach. Intell. 23 6 643 660 10.1109/34.927464 (Pubitemid 32585276)
20. http://www.lrv.fri.uni-lj.si/, July 2007
21. Martinez, A.M., Benavente, R.: The AR face database. CVC Technical Report #24 (1998)