DocumentCode :
1272503
Title :
One-dimensional comparison of Wiener filtering and Richardson-Lucy methods for sectioned restoration of space-variant digital images
Author :
Costello, Thomas P. ; Mikhael, Wasfy B.
Author_Institution :
ParkerVision Inc., Lake Mary, FL, USA
Volume :
49
Issue :
4
fYear :
2002
fDate :
4/1/2002 12:00:00 AM
Firstpage :
518
Lastpage :
522
Abstract :
One-dimensional sections of digital images with space-variant blurs from an uncorrected optical system are restored using Wiener filtering and the Richardson-Lucy method. The simulated blur is from a single-lens optical system configured at moderate focal-length-to-aperture ratio (f#) and near-infinite conjugate. The sections are taken over a range of field-angle displacements from on-axis to approximately 15-deg off-axis. The results identify a range of field angles over which Wiener filtering is useful for sectioned restoration of blurred images from an optical system with significant point-spread-function space-variance. The results also establish a field angle range over which an iterative restoration method such as Richardson-Lucy would be necessary to accommodate point-spread-function space-variance
Keywords :
Wiener filters; filtering theory; image restoration; iterative methods; 1D comparison; Richardson-Lucy method; Wiener filtering; digital images; image restoration; iterative restoration method; one-dimensional comparison; point-spread-function space-variance; sectioned restoration; single-lens optical system; space-variant blurs; uncorrected optical system; Apertures; Digital images; Geometrical optics; Image restoration; Iterative methods; Lenses; Optical diffraction; Optical filters; Optical sensors; Wiener filter;
fLanguage :
English
Journal_Title :
Circuits and Systems I: Fundamental Theory and Applications, IEEE Transactions on
Publisher :
ieee
ISSN :
1057-7122
Type :
jour
DOI :
10.1109/81.995669
Filename :
995669
Link To Document :
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