Novel Diffusion-Based Models for Image Restoration and Interpolation

• Κύριος συγγραφέας: Barbu, Tudor (Συγγραφέας, http://id.loc.gov/vocabulary/relators/aut)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2019.
• Έκδοση: 1st ed. 2019.
• Σειρά: Signals and Communication Technology,
• Θέματα: 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...

Πίνακας περιεχομένων:

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