Estimating natural illumination from a single outdoor image

Proceedings of the IEEE International Conference on Computer Vision

Volumn , Issue , 2009, Pages 183-190

  Lalonde, Jean François ^a   Efros, Alexei A ^a   Narasimhan, Srinivasa G ^a  

^a Carnegie Mellon University   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

3D OBJECT; DATA SETS; DATA-DRIVEN; ILLUMINATION CONDITIONS; NATURAL ILLUMINATION; OUTDOOR IMAGES; QUANTITATIVE RESULT; ROBUST ESTIMATE; SUN POSITION; VERTICAL SURFACE;

COMPUTER VISION; INTERNET; PHOTOGRAPHY;

PROBABILITY DISTRIBUTIONS;

EID: 77953179853     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICCV.2009.5459163     Document Type: Conference Paper

References (26)

1. R. Basri, D. Jacobs, and I. Kemelmacher. Photometric stereo with general, unknown lighting. IJCV, 72(3):239-257, May 2007.
2. P. Cavanagh. The artist as neuroscientist. Nature, 434:301-307, 2005.
3. H. Chen, P. Belhumeur, and D. Jacobs. In search of illumination invariants. In CVPR, 2000.
4. N. Dalal and B. Triggs. Histograms of oriented gradients for human detection. In CVPR, 2005.
5. P. Debevec. Rendering synthetic objects into real scenes: bridging traditional and image-based graphics with global illumination and high dynamic range photography. In SIGGRAPH, 1998.
6. G. Finlayson, M. Drew, and B. Funt. Diagonal transforms suffice for color constancy. In ICCV, 1993.
7. G. D. Finlayson, S. D. Hordley, and M. S. Drew. Removing shadows from images. In ECCV, 2002.
8. J. Hays and A. A. Efros. im2gps: estimating geographic information from a single image. In CVPR, 2008.
9. D. Hoiem, A. A. Efros, and M. Hebert. Recovering surface layout from an image. IJCV, 75(1):151-172, Oct 2007.
10. I. N. Junejo and H. Foroosh. Estimating geo-temporal location of stationary cameras using shadow trajectories. In ECCV, 2008.
11. E. A. Khan and E. Reinhard. Evaluation of color spaces for edge classification in outdoor scenes. In ICIP, September 2005.
12. E. A. Khan, E. Reinhard, R. Fleming, and H. Büelthoff. Image-based material editing. SIGGRAPH, August 2006.
13. T. Kim and K. Hong. A practical single image based approach for estimating illumination distribution from shadows. In ICCV, 2005.
14. J. Kǒsecká and W. Zhang. Video compass. In ECCV, 2002.
15. J.-F. Lalonde, D. Hoiem, A. A. Efros, C. Rother, J.Winn, and A. Criminisi. Photo clip art. SIGGRAPH, 2007.
16. J.-F. Lalonde, S. G. Narasimhan, and A. A. Efros. What does the sky tell us about the camera? In ECCV, 2008.
17. J.-F. Lalonde, S. G. Narasimhan, and A. A. Efros. What do the sun and the sky tell us about the camera? Technical Report CMU-RITR-09-104, Robotics Institute, Carnegie Mellon University, January 2009.
18. R. Perez, R. Seals, and J. Michalsky. All-weather model for sky luminance distribution - preliminary configuration and validation. Solar Energy, 50(3):235-245, March 1993.
19. I. Reda and A. Andreas. Solar position algorithm for solar radiation applications. Technical Report NREL/TP-560-34302, November 2005.
20. I. Sato, Y. Sato, and K. Ikeuchi. Illumination from shadows. IEEE Transactions on PAMI, 25(3):290-300, March 2003.
21. C. Stauffer. Adaptive background mixture models for real-time tracking. In CVPR, 1999.
22. J. Stumpfel, A. Jones, A. Wenger, C. Tchou, T. Hawkins, and P. Debevec. Direct HDR capture of the sun and sky. In AFRIGRAPH, 2004.
23. K. Sunkavalli, F. Romeiro, W. Matusik, T. Zickler, and H. Pfister. What do color changes reveal about an outdoor scene? In CVPR, 2008.
24. Y.Weiss. Deriving intrinsic images from image sequences. In ICCV, 2001.
25. T.-P.Wu and C.-K. Tang. A bayesian approach for shadow extraction from a single image. In ICCV, 2005.
26. T. Zickler, S. P. Mallick, D. J. Kriegman, and P. N. Belhumeur. Color subspaces as photometric invariants. In CVPR, 2006.