Sparse Representations and Nonlinear Image Processing for Inverse Imaging Solutions

This work applies sparse representations and nonlinear image processing to two inverse imaging problems. The first problem involves image restoration, where the aim is to reconstruct an unknown high-quality image from a low-quality observed image. Sparse representations of images have drawn a consid...

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Bibliographic Details
Main Author: Ram, Sundaresh
Other Authors: Rodriguez, Jeffrey J.
Language:en_US
Published: The University of Arizona. 2017
Subjects:
Online Access:http://hdl.handle.net/10150/626164
http://arizona.openrepository.com/arizona/handle/10150/626164