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M.Tech / M.E / PhD Thesis | Computer Science & Engineering | India | Volume 3 Issue 6, June 2014 | Rating: 6.4 / 10
Methodology to Recover the Damaged and Degraded Portion of an Image by Image Inpainting
Chetan Biradar
Abstract: Inpainting; the technique of modifying an image in an undetectable form; is as ancient as art itself. The goals and applications of inpainting are numerous; from the restoration of damaged paintings and photographs to the removal of selected objects. In this paper; we introduce a novel algorithms for inpainting of images that attempts to replicate the basic techniques used by professional restorators. The algorithms used are Image inpainting using directional median filters; Image inpainting using local binary pattern and Image inpainting based on pyramids. After the user selects the regions to be restored; the algorithm automatically fills-in these regions with information surrounding them. This is done in a fast way; thereby allowing to simultaneously fill-in numerous regions containing completely different structures and textures surrounding backgrounds.
Keywords: Image Inpainting, Image Restoration, Image Retouch, Image Scratch Removal, Object Removal
Edition: Volume 3 Issue 6, June 2014,
Pages: 2716 - 2720