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Journal of the Optical Society of America A

Journal of the Optical Society of America A

| OPTICS, IMAGE SCIENCE, AND VISION

  • Vol. 9, Iss. 7 — Jul. 1, 1992
  • pp: 1072–1085

Joint estimation of object and aberrations by using phase diversity

Richard G. Paxman, Timothy J. Schulz, and James R. Fienup  »View Author Affiliations


JOSA A, Vol. 9, Issue 7, pp. 1072-1085 (1992)
http://dx.doi.org/10.1364/JOSAA.9.001072


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Abstract

The joint estimation of an object and the aberrations of an incoherent imaging system from multiple images incorporating phase diversity is investigated. Maximum-likelihood estimation is considered under additive Gaussian and Poisson noise models. Expressions for an aberration-only objective function that accommodates an arbitrary number of diversity images and its gradient are derived for the case of a Gaussian noise model. Expressions for the log-likelihood function and its gradient are presented for the case of Poisson noise. An expectation-maximization algorithm that enforces a nonnegativity constraint in a natural fashion is constructed for use in the Poisson noise case.

© 1992 Optical Society of America

History
Original Manuscript: September 30, 1991
Revised Manuscript: January 6, 1992
Manuscript Accepted: January 7, 1992
Published: July 1, 1992

Citation
Richard G. Paxman, Timothy J. Schulz, and James R. Fienup, "Joint estimation of object and aberrations by using phase diversity," J. Opt. Soc. Am. A 9, 1072-1085 (1992)
http://www.opticsinfobase.org/josaa/abstract.cfm?URI=josaa-9-7-1072


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