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