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Optics Express

Optics Express

  • Editor: C. Martijn de Sterke
  • Vol. 19, Iss. 3 — Jan. 31, 2011
  • pp: 2805–2814

Phase and amplitude imaging from noisy images by Kalman filtering

Laura Waller, Mankei Tsang, Sameera Ponda, Se Young Yang, and George Barbastathis  »View Author Affiliations


Optics Express, Vol. 19, Issue 3, pp. 2805-2814 (2011)
http://dx.doi.org/10.1364/OE.19.002805


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Abstract

We propose and demonstrate a computational method for complex-field imaging from many noisy intensity images with varying defocus, using an extended complex Kalman filter. The technique offers dynamic smoothing of noisy measurements and is recursive rather than iterative, so is suitable for adaptive measurements. The Kalman filter provides near-optimal results in very low-light situations and may be adapted to propagation through turbulent, scattering, or nonlinear media.

© 2011 Optical Society of America

OCIS Codes
(100.3010) Image processing : Image reconstruction techniques
(100.5070) Image processing : Phase retrieval

ToC Category:
Image Processing

History
Original Manuscript: December 13, 2010
Revised Manuscript: January 20, 2011
Manuscript Accepted: January 24, 2011
Published: January 31, 2011

Citation
Laura Waller, Mankei Tsang, Sameera Ponda, Se Young Yang, and George Barbastathis, "Phase and amplitude imaging from noisy images by Kalman filtering," Opt. Express 19, 2805-2814 (2011)
http://www.opticsinfobase.org/oe/abstract.cfm?URI=oe-19-3-2805


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