Téléchargez le livre : Novel Diffusion-Based Models for Image Restoration and Interpolation

Novel Diffusion-Based Models for Image Restoration and Interpolation

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Éditeur :

Springer


Collection :

Signals and Communication Technology

Paru le : 2018-07-02

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Description
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 novel techniques involving diffusion-based models and variational schemes. The PDE and variational schemes clearly outperform the conventional approaches in these areas, and can successfully remove image noise and reconstruct missing or highly degraded regions, while preserving the essential features and avoiding unintended effects. The book addresses researchers and graduate students, but is also well suited for professionals in both the mathematics and electrical engineering domains, as it provides rigorous mathematical investigations of the image processing models described, as well as mathematical treatments for the numerical approximation schemes of these differential models.   
Pages
126 pages
Collection
Signals and Communication Technology
Parution
2018-07-02
Marque
Springer
EAN papier
9783319930053
EAN PDF
9783319930060
Informations sur l'ebook
Nombre pages copiables
1
Nombre pages imprimables
12
Taille du fichier
13455 Ko
Prix
94,94 €

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