Image inpainting: Overview and recent advances

C Guillemot, O Le Meur - IEEE signal processing magazine, 2013 - ieeexplore.ieee.org
Image inpainting refers to the process of restoring missing or damaged areas in an image.
This field of research has been very active over recent years, boosted by numerous …

Exemplar-based inpainting: Technical review and new heuristics for better geometric reconstructions

P Buyssens, M Daisy, D Tschumperlé… - IEEE transactions on …, 2015 - ieeexplore.ieee.org
This paper proposes a technical review of exemplar-based inpainting approaches with a
particular focus on greedy methods. Several comparative and illustrative experiments are …

Plug-and-play priors for bright field electron tomography and sparse interpolation

S Sreehari, SV Venkatakrishnan… - IEEE Transactions …, 2016 - ieeexplore.ieee.org
Many material and biological samples in scientific imaging are characterized by nonlocal
repeating structures. These are studied using scanning electron microscopy and electron …

Single image super-resolution with non-local means and steering kernel regression

K Zhang, X Gao, D Tao, X Li - IEEE Transactions on Image …, 2012 - ieeexplore.ieee.org
Image super-resolution (SR) reconstruction is essentially an ill-posed problem, so it is
important to design an effective prior. For this purpose, we propose a novel image SR …

Image inpainting by patch propagation using patch sparsity

Z Xu, J Sun - IEEE transactions on image processing, 2010 - ieeexplore.ieee.org
This paper introduces a novel examplar-based inpainting algorithm through investigating
the sparsity of natural image patches. Two novel concepts of sparsity at the patch level are …

Image inpainting using nonlocal texture matching and nonlinear filtering

D Ding, S Ram, JJ Rodríguez - IEEE Transactions on Image …, 2018 - ieeexplore.ieee.org
Nonlocal texture similarity and local intensity smoothness are both essential for solving most
image inpainting problems. In this paper, we propose a novel image inpainting algorithm …

Image denoising methods. A new nonlocal principle

A Buades, B Coll, JM Morel - SIAM review, 2010 - SIAM
The search for efficient image denoising methods is still a valid challenge at the crossing of
functional analysis and statistics. In spite of the sophistication of the recently proposed …

Context-aware patch-based image inpainting using Markov random field modeling

T Ružić, A Pižurica - IEEE transactions on image processing, 2014 - ieeexplore.ieee.org
In this paper, we first introduce a general approach for context-aware patch-based image
inpainting, where textural descriptors are used to guide and accelerate the search for well …

Annihilating filter-based low-rank Hankel matrix approach for image inpainting

KH Jin, JC Ye - IEEE Transactions on Image Processing, 2015 - ieeexplore.ieee.org
In this paper, we propose a patch-based image inpainting method using a low-rank Hankel
structured matrix completion approach. The proposed method exploits the annihilation …

Secrets of image denoising cuisine

M Lebrun, M Colom, A Buades, JM Morel - Acta Numerica, 2012 - cambridge.org
Digital images are matrices of equally spaced pixels, each containing a photon count. This
photon count is a stochastic process due to the quantum nature of light. It follows that all …