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

Libro 145 de 180: Signals and Communication Technology

Barbu, Tudor

 
9783030065669: Novel Diffusion-Based Models for Image Restoration and Interpolation (Signals and Communication Technology)
Tapa blanda
ISBN 10: 3030065669 ISBN 13: 9783030065669
Editorial: Springer, 2019

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.

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Editorial
Springer
Año de publicación
2019
Idioma
Inglés
ISBN 10 
3030065669
ISBN 13 
9783030065669
Encuadernación
Tapa blanda
Número de páginas
136
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Otras ediciones populares con el mismo título

9783319930053: Novel Diffusion-Based Models for Image Restoration and Interpolation (Signals and Communication Technology)

Edición Destacada

ISBN 10:  3319930052 ISBN 13:  9783319930053
Editorial: Springer, 2018
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