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Application Of Papoulis-Gerchberg Method In Image Super-Resolution and Inpainting

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Title Application Of Papoulis-Gerchberg Method In Image Super-Resolution and Inpainting
 
Creator CHATTERJEE, P
MUKHERJEE, S
CHAUDHURI, S
SEETHARAMAN, G
 
Subject ginzburg-landau equation
super-resolution
reconstruction
extrapolation
papoulis-gerchberg
super-resolution
interpolation
inpainting
 
Description In this paper, we study the Papoulis-Gerchberg (PG) method and its applications to domains of image restoration such as super-resolution (SR) and inpainting. We show that the method performs well under certain conditions. We then suggest improvements to the method to achieve better SR and inpainting results. The modification applied to the SR process also allows us to apply the method to a larger class of images by doing away with some of the restrictions inherent in the classical PG method. We also present results to demonstrate the performance of the proposed techniques.
 
Publisher OXFORD UNIV PRESS
 
Date 2011-08-19T11:49:57Z
2011-12-26T12:56:13Z
2011-12-27T05:44:36Z
2011-08-19T11:49:57Z
2011-12-26T12:56:13Z
2011-12-27T05:44:36Z
2009
 
Type Article
 
Identifier COMPUTER JOURNAL, 52(1), 80-89
0010-4620
http://dx.doi.org/10.1093/comjnl/bxm050
http://dspace.library.iitb.ac.in/xmlui/handle/10054/10341
http://hdl.handle.net/10054/10341
 
Language en