Journal of Graphics Tools · 2004 · 1.4K citations · 9 references
ArtsComputer ScienceComputer GraphicsComputer VisionDigital ImagingDigital Image ProcessingImage ProcessingImage ReconstructionImage RestorationImage InpaintingInpainting
Digital inpainting reconstructs small damaged image regions, yet most existing methods are complex to understand and implement. The authors propose a new digital inpainting algorithm using the fast marching method for level set applications. The algorithm employs the fast marching method to propagate level set information across damaged regions. The algorithm is simple, fast, and achieves results comparable to more complex methods, with source code available online.
Abstract Digital inpainting provides a means for reconstruction of small damaged portions of an image. Although the inpainting basics are straightforward, most inpainting techniques published in the literature are complex to understand and implement. We present here a new algorithm for digital inpainting based on the fast marching method for level set applications. Our algorithm is very simple to implement, fast, and produces nearly identical results to more complex, and usually slower, known methods. Source code is available online.
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Marcelo Bertalmı́o, Guillermo Sapiro, V. Caselles et al. · 2000 · 3.6K citations · Full text
Distance transformations in digital images
Gunilla Borgefors · Computer Vision Graphics and Image Processing · 1986 · 1.9K citations