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A spatially adaptive nonparametric regression image deblurring

Authors :
Katkovnik, Vladimir
Egiazarian, Karen
Astola, Jaakko
Source :
IEEE Transactions on Image Processing. Oct, 2005, Vol. 14 Issue 10, p1469, 10 p.
Publication Year :
2005

Abstract

A novel nonparametric regression method for deblurring noisy images is proposed. The regularized inverse and Wiener inverse filters serve as deblurring operator used jointly with the local polynomial approximation-design directional kernel filters.

Subjects

Subjects :
Image processing -- Methods
Nonparametric statistics -- Analysis
Regression analysis -- Methods
Polynomials -- Analysis
Business
Computers
Electronics
Electronics and electrical industries

Details

Language :
English
ISSN :
10577149
Volume :
14
Issue :
10
Database :
Gale General OneFile
Journal :
IEEE Transactions on Image Processing
Publication Type :
Academic Journal
Accession number :
edsgcl.141375997

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