Optimal coded sampling for temporal super-resolution

Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition

Volumn , Issue , 2010, Pages 599-606

  Agrawal, Amit ^a   Gupta, Mohit ^b   Veeraraghavan, Ashok ^a   Narasimhan, Srinivasa G ^b  

^a MITSUBISHI ELECTRIC RESEARCH LABORATORIES   (United States)

^b CARNEGIE MELLON UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ADDITIVE GAUSSIAN NOISE; ALIASING; CAPTURED FRAME; COMPUTATIONAL TIME AND MEMORY; FAST DYNAMICS; FRAME RATE; HARDWARE IMPLEMENTATIONS; ILL POSED; INTEGRATION TIME; LOW SPEED; OFF-THE-SHELF MACHINE; SUPER RESOLUTION; TEMPORAL RESOLUTION; WELL POSED LINEAR SYSTEM;

COMPUTER VISION; HARDWARE; LINEAR SYSTEMS; OPTICAL RESOLVING POWER; OPTIMAL SYSTEMS; OPTIMIZATION;

CAMERAS;

EID: 77956004089     PISSN: 10636919     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CVPR.2010.5540161     Document Type: Conference Paper

References (29)

1. A. Agrawal and R. Raskar. Resolving objects at higher resolution from a single motion-blurred image. In CVPR, June 2007.
2. A. Agrawal and R. Raskar. Optimal single image capture for motion deblurring. In CVPR, June 2009.
3. A. Agrawal and Y. Xu. Coded exposure deblurring: Optimized codes for psf estimation and invertibility. In CVPR, June 2009.
4. A. Agrawal, Y. Xu, and R. Raskar. Invertible motion blur in video. ACM Trans. Graph., 28(3), 2009.
5. S. Baker and T. Kanade. Limits on super-resolution and how to break them. IEEE Trans. Pattern Anal. Machine Intell., 24:1167-1183, Sept. 2002.
6. B. Bascle, A. Blake, and A. Zisserman. Motion deblurring and super-resolution from an image sequence. In ECCV, volume 2, pages 573-582, 1996.
7. M. Ben-Ezra, A. Zomet, and S. Nayar. Video super-resolution using controlled subpixel detector shifts. IEEE Trans. Pattern Anal. Machine Intell., 27:977-987, June 2005.
8. R. Fergus, B. Singh, A. Hertzmann, S. T. Roweis, and W. T. Freeman. Removing camera shake from a single photograph. ACM Trans. Graph., 25(3):787-794, 2006.
9. M. Harwit and N. J. A. Sloane. Hadamard transform optics. Academic Press, New York, 1979.
10. R. Horstmeyer, G. Euliss, R. Athale, and M. Levoy. Flexible multimodal camera using a light field architecture. In ICCP, Apr. 2009.
11. M. Irani and S. Peleg. Improving resolution by image registration. In CVGIP, volume 53, pages 231-239, 1991.
12. N. Joshi, R. Szeliski, and D. Kriegman. PSF estimation using sharp edge prediction. In CVPR, June 2008.
13. M. Levoy and P. Hanrahan. Light field rendering. In SIGGRAPH 96, pages 31-42, 1996.
14. S. Narasimhan and S. Nayar. Enhancing Resolution along Multiple Imaging Dimensions using Assorted Pixels. IEEE Trans. Pattern Anal. Machine Intell., 27(4):518-530, Apr 2005.
15. R. Ng, M. Levoy, M. Brdif, G. Duval, M. Horowitz, and P. Hanrahan. Light field photography with a hand-held plenoptic camera. Technical report, Stanford Univ., 2005.
16. A. Patti, M. Sezan, and A. Tekalp. Superresolution video reconstruction with arbitrary sampling lattices and nonzero aperture time. IEEE Trans. Image Processing, 6:1064-1076, Aug. 1997.
17. H. Poor. An Introduction to Signal Detection and Estimation. Springer-Verlag, 1988.
18. R. Raskar, A. Agrawal, and J. Tumblin. Coded exposure photography: motion deblurring using fluttered shutter. ACM Trans. Graph., 25(3):795-804, 2006.
19. N. Ratner and Y. Y. Schechner. Illumination multiplexing within fundamental limits. In CVPR, June 2007.
20. Y. Schechner, S. Nayar, and P. Belhumeur. A theory of multiplexed illumination. In ICCV, volume 2, pages 808-815, Oct. 2003.
21. E. Shechtman, Y. Caspi, and M. Irani. Increasing space-time resolution in video. In ECCV, pages 753-768, 2002.
22. E. Shechtman, Y. Caspi, and M. Irani. Space-time super-resolution. IEEE Trans. Pattern Anal. Machine Intell., 27(4):531-545, Apr. 2005.
23. Y. Tai, D. Hao, M. S. Brown, and S. Lin. Correction of spatially varying image and video motion blur using a hybrid camera. IEEE Trans. Pattern Anal. Machine Intell., 2009.
24. D. Taylor. Virtual camera movement: The way of the future? American Cinematographer 77, 1996.
25. A. Veeraraghavan, R. Raskar, A. Agrawal, A. Mohan, and J. Tumblin. Dappled photography: Mask enhanced cameras for heterodyned light fields and coded aperture refocusing. ACM Trans. Graph., 26(3):69:1-69:12, July 2007.
26. A. Veeraraghavan, D. Reddy, and R. Raskar. Coded strobing photography: Compressive sensing of high-speed periodic events. to appear in PAMI, 2010.
27. B. Wilburn, N. Joshi, V. Vaish, M. Levoy, and M. Horowitz. High-speed videography using a dense camera array. In CVPR, volume 2, pages 294-301, June 2004.
28. B. Wilburn, N. Joshi, V. Vaish, E.-V. Talvala, E. Antunez, A. Barth, A. Adams, M. Horowitz, and M. Levoy. High performance imaging using large camera arrays. ACM Trans. Graph., 24(3):765-776, 2005.
29. L. Yuan, J. Sun, L. Quan, and H.-Y. Shum. Progressive interscale and intra-scale non-blind image deconvolution. ACM Trans. Graph., 27(3):1-10, 2008.