DocumentCode :
1556763
Title :
Nonlinear Restoration of Diffused Images via Seeded Instability
Author :
Dylov, Dmitry V. ; Waller, Laura ; Fleischer, Jason W.
Author_Institution :
Electr. Eng. Dept., Princeton Univ., Princeton, NJ, USA
Volume :
18
Issue :
2
fYear :
2012
Firstpage :
916
Lastpage :
925
Abstract :
We demonstrate a nonlinear method for restoring the quality of diffused images. It works by introducing a self-focusing medium into the optical path and allowing the underlying correlations to grow as they propagate. More specifically, the method is a dynamical stochastic resonance in which a weak signal seeds an instability in the diffuse background. The resonance is determined by the transition point between competing instabilities, with optimal growth occurring when the spatial scale of the instability matches that of the object of interest. The results are presented within the general framework of nonlinear statistical optics and have implications for information theory, basic wave physics, and nonlinear system design.
Keywords :
image restoration; information theory; optical self-focusing; stochastic processes; basic wave physics; diffuse background; diffused images; dynamical stochastic resonance; information theory; nonlinear restoration; nonlinear statistical optics; nonlinear system design; seeded instability; self-focusing medium; transition point; weak signal; Additives; Correlation; Couplings; Geometry; Imaging; Noise; Stochastic resonance; Image detection; nonlinear dynamical systems; nonlinear optics; optical microscopy;
fLanguage :
English
Journal_Title :
Selected Topics in Quantum Electronics, IEEE Journal of
Publisher :
ieee
ISSN :
1077-260X
Type :
jour
DOI :
10.1109/JSTQE.2011.2159829
Filename :
5887377
Link To Document :
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