Nonlinear Image Restoration Using a Radial Basis Function Network

Nonlinear Image Restoration Using a Radial Basis Function Network

<p/> <p>We propose a nonlinear image restoration method that uses the generalized radial basis function network (GRBFN) and a regularization method. The GRBFN is used to estimate the nonlinear blurring function. The regularization method is used to recover the original image from the non...

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Bibliographic Details
Main Authors: Iiguni Youji, Maeda Hajime, Icho Keiji
Format: Article
Language:English
Published: SpringerOpen 2004-01-01
Series:EURASIP Journal on Advances in Signal Processing
Subjects:
radial basis function network
regularization
nonlinear image restoration
steepest descent technique
alternate estimation
Online Access:http://dx.doi.org/10.1155/S1110865704408166

Internet

http://dx.doi.org/10.1155/S1110865704408166

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