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Partial Differential Equation Methods for Image Inpainting
Carola-Bibiane Schönlieb
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Description for Partial Differential Equation Methods for Image Inpainting
hardcover. This book introduces the mathematical concept of partial differential equations (PDEs) for virtual image restoration. Series: Cambridge Monographs on Applied and Computational Mathematics. Num Pages: 272 pages, 69 b/w illus. 34 colour illus. 15 exercises. BIC Classification: PBKJ; PBWH; UGP. Category: (P) Professional & Vocational; (U) Tertiary Education (US: College). Dimension: 228 x 152 x 18. Weight in Grams: 558.
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 ... Read more
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 ... Read more
Product Details
Format
Hardback
Publication date
2015
Publisher
Cambridge University Press
Condition
New
Series
Cambridge Monographs on Applied and Computational Mathematics
Number of Pages
250
Place of Publication
Cambridge, United Kingdom
ISBN
9781107001008
SKU
V9781107001008
Shipping Time
Usually ships in 7 to 11 working days
Ref
99-20
About Carola-Bibiane Schönlieb
Carola-Bibiane Schönlieb is a Lecturer in Applied and Computational Analysis and Head of the Cambridge Image Analysis group at the Department of Applied Mathematics and Theoretical Physics (DAMTP), University of Cambridge.
Reviews for Partial Differential Equation Methods for Image Inpainting
'Since the late 1990s, there has been a substantial amount of academic works on the application of partial differential equations (PDEs) to the restoration of missing parts in images, which is usually referred to as the 'inpainting problem'. This book provides a very comprehensive, clear, and well-written account of the use of PDEs for inpainting, and this is no minor ... Read more