The Art of Inpainting
The art of image restoration and completion has entered a new phase thanks to digital technology. Indeed, virtual restoration is sometimes the only feasible option available to us, and it has, under the name 'inpainting', grown, from methods developed in the mathematics and computer vision communities, to the creation of tools used routinely by conservators and historians working in the worlds of fine art and cinema. The aim of this book is to provide, for a broad audience, a thorough description of imaging inpainting techniques. The book has a two-layer structure. In one layer, there is a general and more conceptual description of inpainting; in the other, there are boxed descriptions of the essentials of the mathematical and computational details. The idea is that readers can easily skip those boxes without disrupting the narrative. Examples of how the tools can be used are drawn from the Fitzwilliam Museum, Cambridge collections.
- Reviews over 100 inpainting methods, tested in the real-case scenario of the virtual restoration of manuscript illumination
- Makes the theory accessible to readers without specialised training in inpainting
- Provides examples of inter-disciplinary research opportunities at the intersection of maths and art
- Expands creative possibilities for both artist and scientist by providing further theoretical tools in both contexts
Product details
August 2025Hardback
9781009585941
0 pages
Not yet published - available from August 2025
Table of Contents
- 1. Introduction
- 2. Local inpainting methods
- 3. Non-local inpainting methods
- 4. Deep learning inpainting methods
- 5. Methods inspired from cultural heritage
- 6. Conclusions
- Appendix. Manuscripts in focus
- Bibliography
- Index.