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Cahn--Hilliard Inpainting with the Double Obstacle Potential

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23 Citations (Scopus)

Abstract

The inpainting of damaged images has a wide range of applications, and many different mathematical methods have been proposed to solve this problem. Inpainting with the help of Cahn–Hilliard models has been particularly successful, and it turns out that Cahn–Hilliard inpainting with the double obstacle potential can lead to better results compared to inpainting with a smooth double well potential. However, a mathematical analysis of this approach is missing so far. In this paper we give first analytical results for a Cahn–Hilliard double obstacle inpainting model regarding existence of global solutions to the time-dependent problem and stationary solutions to the time-independent problem without constraints on the parameters involved. With the help of numerical results we show the effectiveness of the approach for binary and grayscale images.

Original languageEnglish
Pages (from-to)2064-2089
Number of pages26
JournalSIAM Journal on Imaging Sciences
Volume11
Issue number3
DOIs
Publication statusPublished - Jan 2018

User-Defined Keywords

  • Binary and grayvalue images
  • Cahn–Hilliard model
  • Double obstacle potential
  • Inpainting

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