An overview of state‐of‐the‐art image restoration in electron microscopy

J Roels, J Aelterman, HQ Luong, S Lippens… - Journal of …, 2018 - Wiley Online Library
Summary In Life Science research, electron microscopy (EM) is an essential tool for
morphological analysis at the subcellular level as it allows for visualization at nanometer …

Bayesian deconvolution of scanning electron microscopy images using point-spread function estimation and non-local regularization

J Roels, J Aelterman, J De Vylder… - 2016 38th Annual …, 2016 - ieeexplore.ieee.org
Microscopy is one of the most essential imaging techniques in life sciences. High-quality
images are required in order to solve (potentially life-saving) biomedical research problems …

A 'Human-in-the-Loop'Approach for Semi-automated Image Restoration in Electron Microscopy

J Roels, F Vernaillen, A Kremer, A Gonçalves… - BioRxiv, 2019 - biorxiv.org
The recent advent of 3D in Electron Microscopy (EM) has allowed for detection of detailed
sub-cellular nanometer resolution structures. While being a scientific breakthrough, this has …

Image degradation in microscopic images: Avoidance, artifacts, and solutions

J Roels, J Aelterman, J De Vylder, S Lippens… - Focus on bio-image …, 2016 - Springer
The goal of modern microscopy is to acquire high-quality image based data sets. A typical
microscopy workflow is set up in order to address a specific biological question and involves …

Superpixel quality in microscopy images: the impact of noise & denoising

J Roels, J De Vylder, J Aelterman, S Lippens… - … Conference on Medical …, 2016 - Springer
Microscopy is a valuable imaging tool in various biomedical research areas. Recent
developments have made high resolution acquisition possible within a relatively short time …

Algorithmic solutions toward applications of compressed sensing for optical imaging

Y Le Montagner - 2013 - pastel.hal.science
In the past few years, the mathematical theory of compressed sensing (CS) has emerged as
a new tool in the image processing field, leading to some progress in surpassing the limits …

[CITAS][C] Algorithmic solutions toward applications of compressed sensing for optical imaging

EATPT Co-directrice - 2013 - Université de Genève