Produktbild: Novel Diffusion-Based Models for Image Restoration and Interpolation

Novel Diffusion-Based Models for Image Restoration and Interpolation

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106,99 €

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Signals and Communication Technology

ISBN: 3319930052
ISBN 13: 9783319930053
Autor: Barbu, Tudor
Verlag: Springer Verlag GmbH
Umfang: viii, 126 S., 23 s/w Illustr., 8 farbige Illustr., 126 p. 31 illus., 8 illus. in color.
Erscheinungsdatum: 12.07.2018
Auflage: 1/2019
Produktform: Gebunden/Hardback
Einband: Gebunden

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.

Artikelnummer: 5088989 Kategorie:

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E-Mail: juergen.hartmann@springer.com

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