Multilayer inpainting on digitalized artworks

Rong Chi Chang, Timothy K. Shih

Research output: Contribution to journalArticlepeer-review

4 Scopus citations

Abstract

Image inpainting automatically restores damaged images and partially removed pictures. Since most inpainting mechanisms inpaint damaged portions in a single layer, this study proposes a multilayer inpainting mechanism by examining how Chinese paintings are drawn in layers. The proposed multilayer inpainting mechanism employs a layer fusion strategy to detect the optimal inpaint combination among layers to restore paintings. Because this multilayer multi-resolution strategy considers damages in each layer from a multi-resolution perspective, it is superior to several existing techniques for restoring Chinese and Western paintings. In this study, the proposed algorithm is tested on more than 1,500 still images, with evaluations showing the effectiveness of image inpainting. The results indicate that the proposed algorithm achieves high PSNR values as well as high user satisfactions, including inpainting in some extreme cases where more than ninety percent of a painting are destroyed.

Original languageEnglish
Pages (from-to)1241-1255
Number of pages15
JournalJournal of Information Science and Engineering
Volume24
Issue number4
StatePublished - Jul 2008

Keywords

  • Image completion
  • Image inpainting
  • Image processing
  • Image restoration
  • Multi-resolution inpainting
  • Multilayer inpainting

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