Novel Diffusion-Based Models for Image Restoration and Interpolation

Language: English

Published by Springer, Springer Jan 2019, 2019

3030065669 / 9783030065669

Series: Book 145 of 180 - Signals and Communication Technology

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This item is printed on demand - Print on Demand Titel. Neuware -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.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 136 pp. Englisch.…

Seller Inventory # 9783030065669

Title
Novel Diffusion-Based Models for Image Restoration and Interpolation
Author
Tudor Barbu
Publisher
Springer, Springer Jan 2019
Publication year
2019
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
3030065669
ISBN 13
9783030065669
Item weight
219 grams
Dimensions
235x155x8 mm
Series
Book 145 of 180: Signals and Communication Technology

buchversandmimpf2000

Emtmannsberg, BAYE, Germany

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