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Applied Optics

Applied Optics

APPLICATIONS-CENTERED RESEARCH IN OPTICS

  • Editor: James C. Wyant
  • Vol. 47, Iss. 10 — Apr. 1, 2008
  • pp: B11–B20

Joint digital-optical design of superresolution multiframe imaging systems

M. Dirk Robinson and David G. Stork  »View Author Affiliations


Applied Optics, Vol. 47, Issue 10, pp. B11-B20 (2008)
http://dx.doi.org/10.1364/AO.47.000B11


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Abstract

Typical electro-optic imaging systems produce image aliasing artifacts. Superresolution algorithms process multiple aliased images to yield a single high-resolution image. We design imaging systems by jointly optimizing the optics and postprocessing to maximize such multiframe imaging performance. We describe efficient software methods that can be used to perform joint design by use of commercially available lens design software.

© 2008 Optical Society of America

OCIS Codes
(100.6640) Image processing : Superresolution
(110.1758) Imaging systems : Computational imaging

History
Original Manuscript: September 5, 2007
Revised Manuscript: December 6, 2007
Manuscript Accepted: December 9, 2007
Published: February 5, 2008

Virtual Issues
Vol. 3, Iss. 5 Virtual Journal for Biomedical Optics

Citation
M. Dirk Robinson and David G. Stork, "Joint digital-optical design of superresolution multiframe imaging systems," Appl. Opt. 47, B11-B20 (2008)
http://www.opticsinfobase.org/ao/abstract.cfm?URI=ao-47-10-B11


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References

  1. D. G. Stork and M. D. Robinson, "Information-based methods for optics/image processing co-design," AIP Conf. Proc. 860, 125-135 (2006).
  2. M. D. Robinson and D. G. Stork, "Joint design of lens system and digital image processing," in Proceedings of the International Optical Design Conference (Optical Society of America, 2006), paper WB4.
  3. S. Farsiu, D. Robinson, M. Elad, and P. Milanfar, "Fast and robust multiframe super-resolution," IEEE Trans. Image Process. 13, 1327-1344 (2004).
  4. S. Farsiu, D. Robinson, M. Elad, and P. Milanfar, "Advances and challenges in super-resolution," Int. J. Imaging Syst. Technol. 14, 45-57 (2004).
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  8. A. Rajagopalan and P. Kiran, "Motion-free superresolution and the role of relative blur," J. Opt. Soc. Am. A 20, 2022-2032 (2003).
  9. A. K. Jain, Fundamentals of Digital Image Processing, 1st ed. (Prentice-Hall, 1989).
  10. ZEMAX User's Guide (Zemax Development Corporation, San Diego, Calif., 2004).
  11. M. Stenner, A. Ashok, and M. Neifeld, "Multi-domain optimization for ultra-thin cameras," in OSA Frontiers in Optics Technical Digest (Opitcal Society of America, 2006).
  12. P. Maeda, P. B. Catrysse, and B. A. Wandell, "Integrating lens design with digital camera simulation," Proc. SPIE 5678, 48-58 (2005).

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