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2015 | OriginalPaper | Chapter

Linear Hyperbolic Diffusion-Based Image Denoising Technique

Author : Tudor Barbu

Published in: Neural Information Processing

Publisher: Springer International Publishing

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Abstract

A novel PDE-based image restoration approach is proposed in this article. The provided PDE model is based on a linear second-order hyperbolic diffusion equation. The well-posedness of the proposed differential model and some nonlinear PDE schemes derived from it are also discussed. A consistent and fast-converging numerical approximation scheme using finite differences is then constructed for the continuous hyperbolic PDE model. Some image restoration experiments using this approach and several method comparisons are also described.

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previous chapter Multi-scale Fractional-Order Sparse Representation for Image Denoising
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Metadata
Title
Linear Hyperbolic Diffusion-Based Image Denoising Technique
Author
Tudor Barbu
Copyright Year
2015
Book
Neural Information Processing

Print ISBN: 978-3-319-26554-4

Electronic ISBN: 978-3-319-26555-1

Copyright Year: 2015

DOI
https://doi.org/10.1007/978-3-319-26555-1_53

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