Data-driven hallucination of different times of day from a single outdoor photo

ACM Transactions on Graphics

Volumn 32, Issue 6, 2013, Pages

  Shih, Yichang ^a   Paris, Sylvain ^b   Durand, Fredo ^a   Freeman, William T ^a  

^a MASSACHUSETTS INSTITUTE OF TECHNOLOGY   (United States)

^b ADOBE RESEARCH   (United States)

Author keywords

Time hallucination; Time lapse videos

Indexed keywords

COLOR APPEARANCE; DATA-DRIVEN APPROACH; IMAGE DETAILS; LARGE SPARSE LINEAR SYSTEMS; METHOD TRANSFERS; OUTDOOR SCENES; TIME HALLUCINATION; TIME-LAPSE VIDEOS;

LINEAR SYSTEMS; SEMANTICS;

COLOR;

EID: 84887839353     PISSN: 07300301     EISSN: 15577368     Source Type: Journal    
DOI: 10.1145/2508363.2508419     Document Type: Article

References (28)

1. BARNES, C., SHECHTMAN, E., GOLDMAN, D., AND FINKELSTEIN, A. 2010. The generalized patchmatch correspondence algorithm. European Conference on Computer Vision, 29-43.
2. BOUSSEAU, A., PARIS, S., AND DURAND, F. 2009. User-assisted intrinsic images. In ACM Transactions on Graphics (SIGGRAPH), vol. 28, 130.
3. BYCHKOVSKY, V., PARIS, S., CHAN, E., AND DURAND, F. 2011. Learning photographic global tonal adjustment with a database of input/output image pairs. In IEEE Conference on Computer Vision and Pattern Recognition, 97-104.
4. CAPUTO, R. 2005. In Potography field guide, National Geographics, 104-115.
5. DALAL, N., AND TRIGGS, B. 2005. Histograms of oriented gradients for human detection. In IEEE Conference on Computer Vision and Pattern Recognition, vol. 1, 886-893.
6. EFROS, A. A., AND FREEMAN, W. T. 2001. Image quilting for texture synthesis and transfer. In Annual Conference on Computer Graphics and Interactive Techniques, 341-346.
7. EISEMANN, E., AND DURAND, F. 2004. Flash photography enhancement via intrinsic relighting. In ACM Transactions on Graphics (SIGGRAPH), vol. 23, 673-678.
8. FREEMAN, W., PASZTOR, E., AND CARMICHAEL, O. 2000. Learning low-level vision. International Journal of Computer Vision 40, 1, 25-47.
9. FREEMAN, W., JONES, T., AND PASZTOR, E. 2002. Examplebased super-resolution. IEEE Computer Graphics and Applications 22, 2, 56-65.
10. HACOHEN, Y., SHECHTMAN, E., GOLDMAN, D., AND LISCHINSKI, D. 2011. Non-rigid dense correspondence with applications for image enhancement. ACM Transactions on Graphics (SIGGRAPH) 30, 4, 70.
11. HAYS, J., AND EFROS, A. 2007. Scene completion using millions of photographs. In ACM Transactions on Graphics (SIGGRAPH), vol. 26, 4.
12. HE, K., SUN, J., AND TANG, X. 2010. Guided image filtering. European Conference on Computer Vision, 1-14.
13. HERTZMANN, A., JACOBS, C., OLIVER, N., CURLESS, B., AND SALESIN, D. 2001. Image analogies. In Conference on Computer Graphics and Interactive Techniques, 327-340.
14. IRONY, R., COHEN-OR, D., AND LISCHINSKI, D. 2005. Colorization by example. In Eurographics Conference on Rendering Techniques, 201-210.
15. JACOBS, N., ROMAN, N., AND PLESS, R. 2007. Consistent temporal variations in many outdoor scenes. In IEEE Conference on Computer Vision and Pattern Recognition, 1-6.
16. KOPF, J., NEUBERT, B., CHEN, B., COHEN, M., COHEN-OR, D., DEUSSEN, O., UYTTENDAELE, M., AND LISCHINSKI, D. 2008. Deep photo: Model-based photograph enhancement and viewing. In ACM Transactions on Graphics (SIGGRAPH), vol. 27, 116.
17. LAFFONT, P.-Y., BOUSSEAU, A., PARIS, S., DURAND, F., DRETTAKIS, G., ET AL. 2012. Coherent intrinsic images from photo collections. ACM Transactions on Graphics 31, 6.
18. LALONDE, J., EFROS, A., AND NARASIMHAN, S. 2009. Webcam clip art: Appearance and illuminant transfer from time-lapse sequences. In ACM Transactions on Graphics (SIGGRAPH), vol. 28, 131.
19. LEVIN, A., LISCHINSKI, D., AND WEISS, Y. 2004. Colorization using optimization. In ACM Transactions on Graphics (SIGGRAPH), vol. 23, 689-694.
20. LEVIN, A., LISCHINSKI, D., AND WEISS, Y. 2006. A closed form solution to natural image matting. In IEEE Conference on Computer Vision and Pattern Recognition, vol. 1, 61-68.
21. LIU, C., YUEN, J., TORRALBA, A., SIVIC, J., AND FREEMAN, W. 2008. Sift flow: Dense correspondence across different scenes. European Conference on Computer Vision, 28-42.
22. PETSCHNIGG, G., SZELISKI, R., AGRAWALA, M., COHEN, M., HOPPE, H., AND TOYAMA, K. 2004. Digital photography with flash and no-flash image pairs. In ACM Transactions on Graphics (SIGGRAPH), vol. 23, 664-672.
23. PITIE, F., KOKARAM, A., AND DAHYOT, R. 2005. N-dimensional probability density function transfer and its application to color transfer. In IEEE International Conference on Computer Vision, vol. 2, 1434-1439.
24. POULI, T., AND REINHARD, E. 2011. Progressive color transfer for images of arbitrary dynamic range. Computers and Graphics 35, 1, 67-80.
25. REINHARD, E., ASHIKHMIN, M., GOOCH, B., AND SHIRLEY, P. 2001. Color transfer between images. IEEE Computer Graphics and Applications 21, 5, 34-41.
26. ROWELL, G. 2012. In Mountain Light, Sierra Club Books.
27. XIAO, J., HAYS, J., EHINGER, K., OLIVA, A., AND TORRALBA, A. 2010. Sun database: Large-scale scene recognition from abbey to zoo. In IEEE conference on Computer Vision and Pattern Recognition, 3485-3492.
28. YEDIDIA, J. S., FREEMAN, W. T., WEISS, Y., ET AL. 2000. Generalized belief propagation. In Advances in Neural Information Processing Systems, vol. 13, 689-695.