Novel Diffusion-Based Models for Image Restoration and Interpolation (Signals and Communication Technology) - Tapa dura

Libro 145 de 180: Signals and Communication Technology

Barbu, Tudor

 
9783319930053: Novel Diffusion-Based Models for Image Restoration and Interpolation (Signals and Communication Technology)
Tapa dura
ISBN 10: 3319930052 ISBN 13: 9783319930053
Editorial: Springer, 2018

Sinopsis

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.   

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De la contraportada

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.   

"Sobre este título" puede pertenecer a otra edición de este libro.

Editorial
Springer
Año de publicación
2018
Idioma
Inglés
ISBN 10 
3319930052
ISBN 13 
9783319930053
Encuadernación
Tapa dura
Número de edición
1
Número de páginas
136
Contacto del fabricante
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Poststr. 9
Darmstadt
64293
Alemania

Otras ediciones populares con el mismo título

9783030065669: Novel Diffusion-Based Models for Image Restoration and Interpolation (Signals and Communication Technology)

Edición Destacada

ISBN 10:  3030065669 ISBN 13:  9783030065669
Editorial: Springer, 2019
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