Partial Differential Equation Methods for Image Inpainting

Name: Partial Differential Equation Methods for Image Inpainting
Brand: Cambridge University Press
SKU: 9781107001008
Price: 128.11 EUR
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Autor: Carola-Bibiane Schönlieb

Jazyk:

Väzba: Pevná

Vydavateľ: Cambridge University Press

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128.11 €

This book is concerned with digital image processing techniques that use partial differential equati...

Informácie o knihe

Autor

Carola-Bibiane Schönlieb

Jazyk

Angličtina

Väzba

Kniha - Pevná

Vydalo

2015

Stránok

250

EAN

9781107001008

ISBN

1107001005

Enbook ID

09284418

Vydavateľ

Cambridge University Press

Hmotnosť

554

Rozmery

302 x 161 x 16

Kompletný popis

This book is concerned with digital image processing techniques that use partial differential equations (PDEs) for the task of image 'inpainting', an artistic term for virtual image restoration or interpolation, whereby missing or occluded parts in images are completed based on information provided by intact parts. Computer graphic designers, artists and photographers have long used manual inpainting to restore damaged paintings or manipulate photographs. Today, mathematicians apply powerful methods based on PDEs to automate this task. This book introduces the mathematical concept of PDEs for virtual image restoration. It gives the full picture, from the first modelling steps originating in Gestalt theory and arts restoration to the analysis of resulting PDE models, numerical realisation and real-world application. This broad approach also gives insight into functional analysis, variational calculus, optimisation and numerical analysis and will appeal to researchers and graduate students in mathematics with an interest in image processing and mathematical analysis.

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Partial Differential Equation Methods for Image Inpainting

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