A Plug-and-Play Priors Approach for Solving Nonlinear Imaging Inverse Problems

In the past two decades, nonlinear image reconstruction methods have led to substantial improvements in the capabilities of numerous imaging systems. Such methods are traditionally formulated as optimization problems that are solved iteratively by simultaneously enforcing data consistency and incorp...

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Bibliographic Details
Published in:	IEEE signal processing letters Vol. 24; no. 12; pp. 1872 - 1876
Main Authors:	Kamilov, Ulugbek S., Mansour, Hassan, Wohlberg, Brendt
Format:	Journal Article
Language:	English
Published:	United States IEEE 01.12.2017 IEEE Signal Processing Society
Subjects:	Computational modeling Fast iterative shrinkage/thresholding algorithm (FISTA) image reconstruction Imaging Information Science Inverse problems inverse scattering Iterative methods Mathematical model Mathematics MATHEMATICS AND COMPUTING Noise measurement nonlinear inverse problems Optimization plug-and-play priors (PPP) Scattering
ISSN:	1070-9908, 1558-2361
Online Access:	Get full text
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