Illumination-based image synthesis: Creating novel images of human faces under differing pose and lighting

Proceedings - IEEE Workshop on Multi-View Modeling and Analysis of Visual Scenes, MVIEW 1999

Volumn , Issue , 1999, Pages 47-54

  Georghiades, Athinodoros S ^a   Belhumeur, Peter N ^a   Kriegman, David J ^b  

^a YALE UNIVERSITY   (United States)

^b UNIVERSITY OF ILLINOIS AT URBANA CHAMPAIGN   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

HUMAN FACES; ILLUMINATION CONDITIONS; IMAGE SYNTHESIS; LINE CORRESPONDENCE; MULTI-VIEWS; SYNTHETIC IMAGES; VARIABLE ILLUMINATION; VIEWING CONDITIONS;

IMAGE PROCESSING;

EID: 78651234906     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/MVIEW.1999.781082     Document Type: Conference Paper

References (31)

1. S. Avidan, T. Evgeniou, A. Shashua, and T. Pog-gio. Image-based view synthesis by combining trilinear tensors and learning techniques. In ACM Symposium on Virtual Reality Software and Technology, 1997.
2. S. Avidan and A. Shashua. Novel view synthesis in tensor space. In Proc. IEEE Conf. on Comp. Vision and Patt. Recog., pages 1034-1040, 1997.
3. E. Barett, M. Brill, N. Haag, and P. Payton. Invariant linear methods in photogrammetry and model match-ing. In J. Mundy and A. Zisserman, editors, Geometric Invariance in Computer Vision, pages 277-292. MIT Press, 1992.
4. P. Belhumeur, D. Kriegman, and A. Yuille. The bas-relief ambiguity. In Proc. IEEE Conf. on Comp. Vi-sion and Patt. Recog., pages 1040-1046, 1997.
5. P. N. Belhumeur and D. J. Kriegman. What is the set of images of an object under all possible lighting conditions? In Proc. IEEE Conf. on Comp. Vision and Patt. Recog., pages 270-277, 1996.
6. R. Carceroni and K. Kutulakos. Shape and motion of 3-d curves from multi-view image scenes. In Image Understanding Workshop, pages 171-176, 1998.
7. S. Chen and L. Williams. View interpolation for image synthesis. In Computer Graphics (SIGGRAPH), pages 279-288, 1993.
8. G. Chou and S. Teller. Multi-image correspondence using geometric and structural constraints. In Image Understanding Workshop, pages 869-874, 1997.
9. P. Debevec, C. Taylor, and J. Malik. Modeling and rendering architecture from photographs: A hybrid geometry-and image-based approach. In Computer Graphics (SIGGRAPH), pages 11-20, 1996.
10. R. Epstein, A. Yuille, and P. N. Belhumeur. Learning and recognizing objects using illumination subspaces. In Proc. of the Int. Workshop on Object Representa-tion for Computer Vision, 1996.
11. A. Georghiades, D. Kriegman, and P. Belhumeur. Il-lumination cones for recognition under variable light-ing: Faces. In Proc. IEEE Conf. on Comp. Vision and Patt. Recog., 1998.
12. S. J. Gortler, R. Grzeszczuk, R. Szeliski, and M. F. Cohen. The Lumigraph. In Computer Graphics (SIG-GRAPH), pages 43-54, 1996.
13. H. Hayakawa. Photometric stereo under a light-source with arbitrary motion. JOSA-A, 11(11):3079-3089, Nov. 1994.
14. B. Horn. Computer Vision. MIT Press, Cambridge, Mass., 1986.
15. B. Horn and M. Brooks. The variational approach to shape from shading. Computer Vision, Graphics and Image Processing, 35:174-208, 1992.
16. D. Jacobs. Linear-tting with missing data: Appli-cations to structure from motion and characterizing intensity images. In Proc. IEEE Conf. on Comp. Vi-sion and Patt. Recog., 1997.
17. J. Koenderink and A. Van Doorn. A-ne structure from motion. JOSA-A, 8(2):377-385, 1991.
18. S. Laveau and O. Faugeras. 3-D scene representa-tion as a collection of images and fundamental matri-ces. Technical Report 2205, INRIA-Sophia Antipolis, February 1994.
19. M. Levoy and P. Hanrahan. Light-eld rendering. In Computer Graphics (SIGGRAPH), pages 31-42, 1996.
20. W. R. Mark, L. McMillan, and G. Bishop. Post-rendering 3d warping. In Computer Graphics (SIG-GRAPH), pages 39-46, 1997.
21. L. Matthies, R. Szeliski, and T. Kanade. Kalman-lter-based algorithms for estimating depth from im-age sequences. Int. J. Computer Vision, 3:293-312, 1989.
22. R. Rosenholtz and J. Koenderink. A-ne structure and photometry. In Proc. IEEE Conf. on Comp. Vision and Patt. Recog., pages 790-795, 1996.
23. S. Seitz and C. Dyer. View morphing. In Computer Graphics (SIGGRAPH), pages 21-30, 1996.
24. J. Shade, S. Gortler, L. wei He, and R. Szeliski. Layered depth maps. In Computer Graphics (SIG-GRAPH), pages 251-258, 1998.
25. A. Shashua. Geometry and Photometry in 3D Visual Recognition. PhD thesis, MIT, 1992.
26. H. Shum, K. Ikeuchi, and R. Reddy. Principal com-ponent analysis with missing data and its application to polyhedral object modeling. IEEE Trans. Pattern Anal. Mach. Intelligence, 17(9):854-867, September 1995.
27. W. Silver. Determining Shape and Reectance Using Multiple Images. PhD thesis, MIT, Cambridge, MA, 1980.
28. C. Tomasi and T. Kanade. Shape and motion from image streams under orthography: A factorization method. Int. J. Computer Vision, 9(2):137-154, 1992.
29. R. Woodham. Analysing images of curved surfaces. Arti-cial Intelligence, 17:117-140, 1981.
30. Y. Yu and J. Malik. Recovering photometric proper-ties of architectural scenes from photographs. In Com-puter Graphics (SIGGRAPH), pages 207-218, 1998.
31. A. Yuille and D. Snow. Shape and albedo from multi-ple images using integrability. In Proc. IEEE Conf. on Comp. Vision and Patt. Recog., pages 158-164, 1997.