Paper
29 January 1988 Speckle Interferometry And Maximum Probability Methods
Steven M. Ebstein, David Korff
Author Affiliations +
Abstract
A technique for finding the most probable object to have resulted in a set of images taken through the turbulent atmosphere is compared to speckle interferometry . The technique involves taking a Karhunen-Loeve decomposition of the set of distortion functions and approximating the probability distributions of the coefficients of the Karhunen-Loeve basis. The probability of an object giving rise to an image is defined as the product of the probabilities of the presumed independent coefficients of the basis vectors. A computer simulation was performed and parameter estimation was performed using the new technique and standard speckle interferometry. The maximum probability technique generates parameter estimates that have standard deviations over an order of magnitude smaller than the speckle interferometry estimates.
© (1988) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
Steven M. Ebstein and David Korff "Speckle Interferometry And Maximum Probability Methods", Proc. SPIE 0828, Digital Image Recovery and Synthesis, (29 January 1988); https://doi.org/10.1117/12.942081
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KEYWORDS
Point spread functions

Distortion

Speckle interferometry

Image restoration

Stochastic processes

Image processing

Computer simulations

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