A Subspace Approach for Restoring Image Corrupted by White Noise

A new subspace approach is proposed for enhancement of image corrupted by additive white noise. In subspace filtering methods, the noisy image is decomposed into two orthogonal subspaces, a signal subspace and a noise subspace. This decomposition is possible under the assumption of a low-rank mode...

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Bibliographic Details
Main Authors: Yahya, Norashikin, Kamel , Nidal, Malik, Aamir Saeed
Format: Conference or Workshop Item
Published: 2010
Subjects:
Online Access:http://eprints.utp.edu.my/4488/1/2010_APCCAS-Shikin.pdf
http://eprints.utp.edu.my/4488/
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Institution: Universiti Teknologi Petronas