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Partial Differential Equation Methods for Image Inpainting

Name: Partial Differential Equation Methods for Image Inpainting
Brand: Cambridge University Press
SKU: 09284418
Price: 143.89 EUR
Availability: InStock
Author: Carola-Bibiane Schönlieb
ISBN: 9781107001008

Carola-Bibiane Schönlieb

Lingua

Inglese

Libro Rigido

Codice Libristo: 09284418

Casa editrice Cambridge University Press, ottobre 2015

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

Codice Libristo: 09284418

352 b

143.89 €

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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.