Novel Diffusion-Based Models for Image Restoration and Interpolation

• Main Author: Barbu, Tudor (Author, http://id.loc.gov/vocabulary/relators/aut)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2019.
• Edition: 1st ed. 2019.
• Series: Signals and Communication Technology,
• Subjects: Optical data processing.; Partial differential equations.; Computational intelligence.; Image Processing and Computer Vision.; Partial Differential Equations.; Computational Intelligence.

This book covers two essential PDE-based image processing fields: image denoising and image inpainting. It describes the state-of-the-art PDE-based image restoration and interpolation (inpainting) techniques, focusing on the latest advances in PDE-based image processing and analysis, and explores no...

Table of Contents:

• Introduction
• Linear PDE-based Image Denoising Schemes
• Nonlinear Diffusion-based Image Restoration Models
• Variational and PDE Models for Image Interpolation
• Conclusions.