Journal Article10.1080/10867651.2004.10487596
An Image Inpainting Technique Based on the Fast Marching Method
TL;DR: A new algorithm for digital inpainting based on the fast marching method for level set applications is presented, very simple to implement, fast, and produces nearly identical results to more complex, and usually slower, known methods.
read more
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.
read more
Chat with Paper
AI Agents for this Paper
Find similar papers on Google Scholar, PubMed and Arxiv
Write a critical review of this paper
Analyze citations of this paper to find unaddressed research gaps
Citations
Depth map recovery based on optimal scheduling of invalid point filling
Xinli Xiong,Dongyue Chen,Wuwei Zhang,Tong Jia +3 more
- 01 Jun 2018
TL;DR: A recovery method which is commendably able to fill the invalid points in the depth image obtained with Kinectv2 and performs better than some competitive algorithms in accuracy and robustness.
4
Image Retrieval Method for Multiscale Objects from Optical Colonoscopy Images
Hirokazu Nosato,Hidenori Sakanashi,Eiichi Takahashi,Masahiro Murakawa,Hiroshi Aoki,Ken Takeuchi,Yasuo Suzuki +6 more
TL;DR: A retrieval method for colonoscopy images that can cope with multiscale objects is proposed that is able to retrieve objects of any visible size and any location at a high level of accuracy.
Image inpainting with structure and texture propagation
Voronin Viacheslav,Shraifel Igor,Marchuk Vladimir,Tokareva Svetlana,Sherstobitov Alexander +4 more
- 01 Oct 2014
TL;DR: Novel image reconstruction method based on modified exemplar-based technique to find an example (patch) from an image using local binary patterns, and replacing non-existed data with it.
4
Interactive point-and-click segmentation for object removal in digital images
Frank Nielsen,Richard Nock +1 more
- 21 Oct 2005
TL;DR: An interactive system based on a novel intuitive user-friendly interface for removing undesirable objects in digital pictures is presented and the ability of the system to handle complex scenes with highly textured objects is displayed.
4
Image Inpainting Based on Sparse Representation with Dictionary Pre-clustering
Kai Xu,Nannan Wang,Xinbo Gao +2 more
- 05 Nov 2016
TL;DR: This paper proposed a new image inpainting algorithm based on sparse representation that directly employs all the known image patches to form an over-complete dictionary and repairs unrepaired image patches over their corresponding closest sub-dictionaries through non-negative orthogonal matching pursuit algorithm.
4
References
Image inpainting
Marcelo Bertalmío,Guillermo Sapiro,V. Caselles,Coloma Ballester +3 more
- 01 Jul 2000
TL;DR: A novel algorithm for digital inpainting of still images that attempts to replicate the basic techniques used by professional restorators, and does not require the user to specify where the novel information comes from.
4.4K
A fast marching level set method for monotonically advancing fronts
TL;DR: A fast marching level set method is presented for monotonically advancing fronts, which leads to an extremely fast scheme for solving the Eikonal equation.
3.6K
Distance transformations in digital images
TL;DR: Six different distance transformations, both old and new, are used for a few different applications, which show both that the choice of distance transformation is important, and that any of the six transformations may be the right choice.
2.1K
Related Papers (5)
[...]
Marcelo Bertalmío,Guillermo Sapiro,V. Caselles,Coloma Ballester +3 more
- 01 Jul 2000
Alexei A. Efros,Thomas Leung +1 more
- 20 Sep 1999