Research Explorer

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Researcher

Jan Aelterman

Awards & Distinctions

119 Results

2024

Lens flare-aware detector in autonomous driving

Shanxing MaJan Aelterman

2023

Bayesian optimisation of existing object detection methods for new contexts

Tim WillemsJan AeltermanDavid Van Hamme

Deep learning tone-mapping and demosaicing for automotive vision systems

Ana StojkovicJan AeltermanDavid Van HammeIvana ShopovskaWilfried Philips

A1 Journal Article in SENSORS

Deep-learning based quantification of bovine oocyte quality from microscopy images

Matilde CostaAnoek StrumaneAnnelies RaesAnn Van SoomDanilo BabinJan Aelterman

Detailed analysis of the interference patterns measured in lab-based X-ray dual-phase grating interferometry through wave propagation simulation

Ruizhi TangCaori Organista CastelblancoWannes GoethalsWiebe StolpMarco StampanoniJan AeltermanMatthieu Boone

A1 Journal Article in OPTICS EXPRESS

High-dynamic-range tone mapping in intelligent automotive systems

Ivana ShopovskaAna StojkovicJan AeltermanDavid Van HammeWilfried Philips

A1 Journal Article in SENSORS

Image-based crack detection using total variation strain DVC regularization

Zaira ManigrassoWannes GoethalsPierre KibleurMatthieu BooneWilfried PhilipsJan Aelterman

A1 Journal Article in APPLIED SCIENCES-BASEL

Low-complexity deep HDR fusion and tone mapping for urban traffic scenes

Ivana ShopovskaJan AeltermanDavid Van HammeWilfried Philips

MIPI 2022 challenge on quad-bayer re-mosaic : dataset and report

Qingyu YangGuang YangJun JiangChongyi LiRuicheng FengShangchen ZhouWenxiu SunQingpeng ZhuChen Change LoyJinwei Gu et al.

Novel digital volume correlation regularization methods for challenging experimental 4D μ-CT applications

Zaira ManigrassoWilfried PhilipsJan Aelterman

Pixel-wise beam-hardening correction for dark-field signal in X-ray dual-phase grating interferometry

Ruizhi TangCaori Organista CastelblancoLucia RomanoLuc Van HoorebekeMarco StampanoniJan AeltermanMatthieu Boone

A1 Journal Article in OPTICS EXPRESS

Real-time hyperspectral imaging for non-invasive monitoring of tissue ischemia

Anoek StrumaneJens De WinneDanilo BabinJan AeltermanHiep LuongWilfried Philips

Towards robust computation of cardiothoracic ratio from chest X-ray

Matilde BodrittiAdriyana DanudibrotoJan Aelterman

2022

CT reconstruction in application-driven coordinate systems

Wannes GoethalsMatthieu BooneJan Aelterman

Deep learning segmentation of wood fiber bundles in fiberboards

Pierre KibleurJan AeltermanMatthieu BooneJan Van den BulckeJoris Van Acker

A1 Journal Article in COMPOSITES SCIENCE AND TECHNOLOGY

Dose-volume-based evaluation of convolutional neural network-based auto-segmentation of thoracic organs at risk

Noémie JohnstonJeffrey De RyckeYolande LievensMarc Van EijkerenJan AeltermanEva VandersmissenStephan PonteBarbara Vanderstraeten

A2 Journal Article in PHYSICS & IMAGING IN RADIATION ONCOLOGY

Dynamic CT reconstruction with improved temporal resolution for scanning of fluid flow in porous media

Wannes GoethalsTom BultreysZaira ManigrassoArjen MasciniJan AeltermanMatthieu Boone

A1 Journal Article in WATER RESOURCES RESEARCH

Exploration of the X-ray dark-field signal in mineral building materials

Benjamin BlykersCaori Organista CastelblancoMatias KagiasFederica MaroneMarco StampanoniMatthieu BooneVeerle CnuddeJan Aelterman

A2 Journal Article in JOURNAL OF IMAGING

Microscopic deformations in MDF swelling : a unique 4D-CT characterization

Pierre KibleurZaira ManigrassoWannes GoethalsJan AeltermanMatthieu BooneJoris Van AckerJan Van den Bulcke

A1 Journal Article in MATERIALS AND STRUCTURES

Multi-frame DVC for temporal image sequences

Zaira ManigrassoWannes GoethalsNiloofar Moazami GoudarziMatthieu BooneAseel SamaroChris VervaetWilfried PhilipsJan Aelterman

A1 Journal Article in FRONTIERS IN MATERIALS

Multi-frame digital volume correlation

Zaira ManigrassoWannes GoethalsNiloofar Moazami GoudarziMatthieu BooneWilfried PhilipsJan Aelterman

Sub-resolution pore size quantification based on tunable X-ray dark-field imaging

Benjamin BlykersCaori Organista CastelblancoMatthieu BooneMatias KagiasFederica MaroneMarco StampanoniTom BultreysVeerle CnuddeJan Aelterman

Visualization and characterization of the dynamic structure of solid dosage forms during the dissolution process using high- resolution X-ray tomography

Niloofar Moazami GoudarziAseel SamaroZaira ManigrassoChris VervaetJan AeltermanMatthieu Boone

X-ray tomographic micro-particle velocimetry in porous media

Tom BultreysStefanie Van OffenwertWannes GoethalsMatthieu BooneJan AeltermanVeerle Cnudde

A1 Journal Article in PHYSICS OF FLUIDS

2021

An experimental study on the perceived quality of natively graded versus inverse tone mapped high dynamic range video content on television

Gonzalo Raimundo Luzardo MorochoTine VyveyJan AeltermanTom ParidaensGlenn Van WallendaelPeter LambertSven RousseauxHiep LuongWouter DurnezJan Van Looy et al.

A1 Journal Article in MULTIMEDIA TOOLS AND APPLICATIONS

Automatic cracks detection in 3D μCT images using DVC total variation strain regularization

Zaira ManigrassoJan AeltermanWilfried Philips

Caractérisation temporelle des déformations microscopiques dans les panneaux de fibres en conditions humides

Pierre KibleurZaira ManigrassoWannes GoethalsJan AeltermanMatthieu BooneJoris Van AckerJan Van den Bulcke

Geometrical and deep learning approaches for instance segmentation of CFRP fiber bundles in textile composites

Yuriy SinchukPierre KibleurJan AeltermanMatthieu BooneWim Van Paepegem

A1 Journal Article in COMPOSITE STRUCTURES

Highlights Analysis System (HAnS) for low dynamic range to high dynamic range conversion of cinematic low dynamic range content

Ana StojkovicJan AeltermanHiep LuongHans Van ParysWilfried Philips

A1 Journal Article in IEEE ACCESS

Self-absorption correction in X-ray fluorescence-computed tomography with deep convolutional neural network

Bo GaoJan AeltermanBrecht LaforceLuc Van HoorebekeLaszlo VinczeMatthieu Boone

A1 Journal Article in IEEE TRANSACTIONS ON NUCLEAR SCIENCE

Sub-resolution feature size classification based on tunable X-ray dark-field imaging

Benjamin BlykersCaori Organista CastelblancoMatias KagiasMatthieu BooneTom BultreysMarco StampanoniVeerle CnuddeJan Aelterman

Tunable X-ray dark-field imaging for sub-resolution feature size quantification in porous media

Benjamin BlykersCaori Organista CastelblancoMatthieu BooneMatias KagiasFederica MaroneMarco StampanoniTom BultreysVeerle CnuddeJan Aelterman

A1 Journal Article in SCIENTIFIC REPORTS

2020

Accelerating in vivo fast spin echo high angular resolution diffusion imaging with an isotropic resolution in mice through compressed sensing

Maarten NaeyaertJan AeltermanJohan Van AudekerkeVladimir GolkovDaniel CremersAleksandra PizuricaJan SijbersMarleen Verhoye

A1 Journal Article in MAGNETIC RESONANCE IN MEDICINE

An interactive ImageJ plugin for semi-automated image denoising in electron microscopy

Joris RoelsFrank VernaillenAnna KremerAmanda GonçalvesJan AeltermanHiep LuongBart GoossensWilfried PhilipsSaskia LippensYvan Saeys

A1 Journal Article in NATURE COMMUNICATIONS

Automatic mesh size estimation in DVC for images of isotropic materials

Zaira ManigrassoJan AeltermanWilfried Philips

Fully-automatic inverse tone mapping algorithm based on dynamic mid-level tone mapping

Gonzalo Raimundo Luzardo MorochoJan AeltermanHiep LuongSven RousseauxDaniel Ochoa DonosoWilfried Philips

A2 Journal Article in APSIPA TRANSACTIONS ON SIGNAL AND INFORMATION PROCESSING

Variational and deep learning segmentation of very-low-contrast X-ray computed tomography images of carbon/epoxy woven composites

Yuriy SinchukPierre KibleurJan AeltermanMatthieu BooneWim Van Paepegem

A1 Journal Article in MATERIALS

2019

Bayesian optimization of MRI k-Space trajectories

Tom Van SteenkisteJan AeltermanHiep LuongDirk DeschrijverTom Dhaene

DVC in dynamic CT reconstruction for material characterization

Wannes GoethalsThomas De SchryverLuc Van HoorebekeJan AeltermanMatthieu Boone

Multi-coil magnetic resonance imaging reconstruction with a Markov Random Field prior

Marko PanicJan AeltermanVladimir CrnojevicAleksandra Pizurica

Reproducibility and intercorrelation of graph theoretical measures in structural brain connectivity networks

Timo RoineBen JeurissenDaniele PerroneJan AeltermanWilfried PhilipsJan SijbersAlexander Leemans

A1 Journal Article in MEDICAL IMAGE ANALYSIS

The effect of the color filter array layout choice on state-of-the-art demosaicing

Ana StojkovicIvana ShopovskaHiep LuongJan AeltermanLjubomir JovanovWilfried Philips

A1 Journal Article in SENSORS

2018

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

Joris RoelsJan AeltermanHiep LuongSaskia LippensAleksandra PizuricaYvan SaeysWilfried Philips

A1 Journal Article in JOURNAL OF MICROSCOPY

Fully-automatic inverse tone mapping preserving the content creator's artistic intentions

Gonzalo Raimundo Luzardo MorochoJan AeltermanHiep LuongWilfried PhilipsDaniel OchoaSven Rousseaux

How size and relative contrast can improve specular highlight detection

Ana StojkovicJan AeltermanHiep LuongHans Van ParysLjubomir JovanovWilfried Philips

Quasar, a high-level programming language and development environment for designing smart vision systems on embedded platforms

Bart GoossensHiep LuongJan AeltermanWilfried Philips

2017

Convolutional neural network pruning to accelerate membrane segmentation in electron microscopy

Joris RoelsJonas De VylderJan AeltermanYvan SaeysWilfried Philips

Real-time false-contours removal for inverse tone mapped HDR content

Gonzalo Raimundo Luzardo MorochoJan AeltermanHiep LuongWilfried PhilipsDaniel Ochoa

Sparse recovery in magnetic resonance imaging with a Markov random field prior

Marko PanicJan AeltermanVladimir CrnojevicAleksandra Pizurica

A1 Journal Article in IEEE TRANSACTIONS ON MEDICAL IMAGING

2016

Automated Membrane Detection in Electron Microscopy using Convolutional Neural Networks

Joris RoelsJonas De VylderJan AeltermanYvan SaeysWilfried Philips

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

Joris RoelsJan AeltermanJonas De VylderHiep LuongYvan SaeysWilfried Philips

Compressed sensing in MRI with a Markov random field prior for spatial clustering of subband coefficients

Marko PanicJan AeltermanVladimir CrnojevicAleksandra Pizurica

D-BRAIN: anatomically accurate simulated diffusion MRI brain data

Daniele PerroneBen JeurissenJan AeltermanTimo RoineJan SijbersAleksandra PizuricaAlexander LeemansWilfried Philips

A1 Journal Article in PLOS ONE

From a biological sample to high-quality digital image representation : avoiding and restoring image artifacts through proper acquisition and image restoration

Joris RoelsJan AeltermanJonas De VylderHiep LuongSaskia LippensChris GuerinYvan SaeysWilfried Philips

GPU Accelerated Compressive Sensing in MRI

Jonas De VylderJan AeltermanBart Goossens

Image degradation in microscopic images : avoidance, artifacts and solutions

Joris RoelsJan AeltermanJonas De VylderSaskia LippensHiep LuongChris GuerinWilfried Philips

A1 Journal Article in Advances in Anatomy Embryology and Cell Biology

Methodological considerations on graph theoretical analysis of structural brain networks

Timo RoineBen JeurissenDaniele PerroneJan AeltermanWilfried PhilipsJan SijbersAlexander Leemans

Semi-automated segmentation in 3D electron microscopy imaging

Joris RoelsJan AeltermanJonas De VylderHiep LuongSaskia LippensYvan SaeysWilfried Philips

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

Joris RoelsJonas De VylderJan AeltermanSaskia LippensYvan SaeysWilfried Philips

2015

An overview of state-of-the-art denoising and demosaicking techniques: toward a unified framework for handling artifacts during image reconstruction

Bart GoossensHiep LuongJan AeltermanAleksandra PizuricaWilfried Philips

Fast and robust variational optical flow for high-resolution images using SLIC superpixels

Simon DonnéJan AeltermanBart GoossensWilfried Philips

Informed constrained spherical deconvolution (iCSD)

Timo RoineBen JeurissenDaniele PerroneJan AeltermanWilfried PhilipsAlexander LeemansJan Sijbers

A1 Journal Article in MEDICAL IMAGE ANALYSIS

Noise analysis in 3D electron microscopy

Joris RoelsJan AeltermanJonas De VylderHiep LuongSaskia LippensYvan SaeysWilfried Philips

Shearlet-domain task-driven post-processing and filtering of CT noise

Bart GoossensJan AeltermanHiep LuongAleksandra PizuricaWilfried Philips

The effect of Gibbs ringing artifacts on measures derived from diffusion MRI

Daniele PerroneJan AeltermanAleksandra PizuricaBen JeurissenWilfried PhilipsAlexander Leemans

A1 Journal Article in NEUROIMAGE

Variational multi-image stereo matching

Simon DonnéBart GoossensJan AeltermanWilfried Philips

2014

A novel method for realistic DWI data generation

Daniele PerroneJan AeltermanBen JeurissenAleksandra PizuricaWilfried PhilipsJan Sijbers

A probabilistic interpretation of geometric active contour segmentation

Jonas De VylderDirk Van HaerenborghJan AeltermanWilfried Philips

Automatic high-bandwidth calibration and reconstruction of arbitrarily sampled parallel MRI

Jan AeltermanMaarten NaeyaertShandra Gutiérrez DiazHiep LuongBart GoossensAleksandra PizuricaWilfried Philips

A1 Journal Article in PLOS ONE

Image optimization for 3D electron microscopy images

Joris RoelsJan AeltermanHiep LuongJonas De VylderWilfried PhilipsSaskia LippensYvan Saeys

Isotropic non-white matter partial volume effects in constrained spherical deconvolution

Timo RoineBen JeurissenDaniele PerroneJan AeltermanAlexander LeemansWilfried PhilipsJan Sijbers

A1 Journal Article in FRONTIERS IN NEUROSCIENCE

Multiresolution models in image restoration and reconstruction with medical and other applications

Jan AeltermanWilfried PhilipsAleksandra Pizurica

Noise analysis and removal in 3D electron microscopy

Joris RoelsJan AeltermanJonas De VylderHiep LuongYvan SaeysSaskia LippensWilfried Philips

The image processing revolution: the next step in electron microscopy

Jan AeltermanJonas De VylderHiep LuongSaskia LippensYvan SaeysBart GoossensWilfried Philips

2013

A novel dictionary based computer vision method for the detection of cell nuclei

Jonas De VylderJan AeltermanTrees LepezMado VandewoestyneKoen DouterloigneDieter DeforceWilfried Philips

A1 Journal Article in PLOS ONE

A split-augmented Lagrangian algorithm for spectral factorization of a set of 2D directional filters and application to the design of compact shearlet frames

Bart GoossensJan AeltermanHiep LuongAleksandra PizuricaWilfried Philips

Bayesian demosaicing using Gaussian scale mixture priors with local adaptivity in the dual tree complex wavelet packet transform domain

Bart GoossensJan AeltermanHiep LuongAleksandra PizuricaWilfried Philips

Complex wavelet joint denoising and demosaicing using Gaussian scale mixtures

Bart GoossensJan AeltermanHiep LuongAleksandra PizuricaWilfried Philips

Computationally efficient locally adaptive demosaicing of color filter array images using the dual-tree complex wavelet packet transform

Jan AeltermanBart GoossensJonas De VylderAleksandra PizuricaWilfried Philips

A1 Journal Article in PLOS ONE

Hyperspectral image deblurring with PCA and total variation

Wenzhi LiaoBart GoossensJan AeltermanHiep LuongAleksandra PizuricaNiels WoutersWouter SaeysWilfried Philips

Leaf segmentation and parallel phenotyping for the analysis of gene networks in plants

Olivier JanssensJonas De VylderJan AeltermanSteven VerstocktWilfried PhilipsDominique Van Der StraetenSofie Van HoeckeRik Van de Walle

Two-stage denoising method for hyperspectral images combining KPCA and total variation

Wenzhi LiaoJan AeltermanHiep LuongAleksandra PizuricaWilfried Philips

2012

A novel dictionary based detection method for cell nuclei

Jonas De VylderJan AeltermanDanilo BabinMado VandewoestyneTrees LepezDieter DeforceWilfried Philips

A primal-dual algorithm for joint demosaicking and deconvolution

Hiep LuongBart GoossensJan AeltermanAleksandra PizuricaWilfried Philips

Artifact-free resolution enhancement using a shearlet sparsity prior

Jan AeltermanHiep LuongBart GoossensAleksandra PizuricaWilfried Philips

Cell nuclei detection using globally optimal active contours with shape prior

Jonas De VylderJan AeltermanMado VandewoestyneTrees LepezDieter DeforceWilfried Philips

Color image restoration and reconstruction

Hiep LuongBart GoossensJan AeltermanAleksandra PizuricaWilfried Philips

Combined non-local and multi-resolution sparsity prior in image restoration

Jan AeltermanBart GoossensHiep LuongJonas De VylderAleksandra PizuricaWilfried Philips

Correction of Gibbs ringing in diffusion MRI data using total variation regularization

Daniele PerroneJan AeltermanMaryna KudzinavaJan SijbersAleksandra PizuricaWilfried PhilipsAlexander Leemans

On density compensation in Bayesian k-space trajectory optimization

Jan AeltermanHiep LuongBart GoossensAleksandra PizuricaWilfried Philips

Optimization of compressed sensing/RARE combining acquisition schemes

Maarten NaeyaertJan AeltermanJohan Van AudekerkeKasper ClaesAnnemie Van Der LindenJan SijbersMarleen Verhoye

Optimizing image quality in MRI : on the evaluation of k-space trajectories for under-sampled MR acquisition

Hiep LuongBart GoossensJan AeltermanLjiljana PlatisaWilfried Philips

Quality and stability of compressed sensing schemes in the fast spin echo sequence

Maarten NaeyaertJan AeltermanJohan Van AudekerkeMarleen Verhoye

Realistic camera noise modeling with application to improved HDR synthesis

Bart GoossensHiep LuongJan AeltermanAleksandra PizuricaWilfried Philips

A1 Journal Article in EURASIP JOURNAL ON ADVANCES IN SIGNAL PROCESSING

2011

A comparative study on the optimization of global optimum active contours

Jonas De VylderJan AeltermanWilfried Philips

Augmented Lagrangian based reconstruction of non-uniformly sub-Nyquist sampled MRI data

Jan AeltermanHiep LuongBart GoossensAleksandra PizuricaWilfried Philips

A1 Journal Article in SIGNAL PROCESSING

Design of a tight frame of 2D shearlets based on a fast non-iterative analysis and synthesis algorithm

Bart GoossensJan AeltermanHiep LuongAleksandra PizuricaWilfried Philips

Efficient multiscale and multidirectional representation of 3D Data using the 3D discrete shearlet transform

Bart GoossensHiep LuongJan AeltermanAleksandra PizuricaWilfried Philips

Gibbs artifact suppression for DT-MRI data

Daniele PerroneJan AeltermanMaryna KudzinavaJan SijbersAleksandra PizuricaWilfried PhilipsAlexander Leemans

Improving sub-Nyquist MRI reconstruction performance

Influence of k-space trajectory on compressive sensing MRI

On structured sparsity and selected applications in tomographic imaging

Aleksandra PizuricaJan AeltermanFuning BaiSam VanloockeHiep LuongBart GoossensWilfried Philips

Reconstruction of high dynamic range images with poisson noise modeling and integrated denoising

Bart GoossensHiep LuongJan AeltermanAleksandra PizuricaWilfried Philips

Robust active contour segmentation with an efficient global optimizer

Jonas De VylderJan AeltermanWilfried Philips

Wavelet-based analysis and estimation of colored noise

Bart GoossensJan AeltermanHiep LuongAleksandra PizuricaWilfried Philips

Bookchapter in Discrete wavelet transforms : algorithms and applications

2010

A Bregman iteration algorithm for shearlet-regularized compressed sensing in MRI

A GPU-accelerated real-time NLMeans algorithm for denoising color video sequences

Bart GoossensHiep LuongJan AeltermanAleksandra PizuricaWilfried Philips

A recursive scheme for computing autocorrelation functions of decimated complex wavelet subbands

Bart GoossensJan AeltermanAleksandra PizuricaWilfried Philips

A1 Journal Article in IEEE TRANSACTIONS ON SIGNAL PROCESSING

COMPASS: a joint framework for parallel imaging and compressive sensing in MRI

Jan AeltermanHiep LuongBart GoossensAleksandra PizuricaWilfried Philips

Compressive sensing in MRI

Suppression of correlated noise

Jan AeltermanBart GoossensAleksandra PizuricaWilfried Philips

Bookchapter in Recent advances in signal processing

2009

Ant colony optimisation-based radiation pattern manipulation algorithm for electronically steerable array radiator antennas

Jan AeltermanRoald GoossensFrederick DeclercqHendrik Rogier

A1 Journal Article in IET SCIENCE MEASUREMENT & TECHNOLOGY

Efficient design of a low redundant discrete shearlet transform

Bart GoossensJan AeltermanHiep LuongAleksandra PizuricaWilfried Philips

Locally adaptive complex wavelet-based demosaicing for color filter array images

Jan AeltermanBart GoossensAleksandra PizuricaWilfried Philips

2008

A 3D denoising algorithm for MRI corrupted by correlated noise

Jan AeltermanBart GoossensAleksandra PizuricaKarel DeblaereWilfried Philips

An in-plane MRI resolution enhancement technique

Hiep LuongE FieremansKarel DeblaereJan AeltermanBart Goossens

Complex wavelet based demosaicing for use in digital still cameras

Jan AeltermanBart GoossensAleksandra Pizurica

Magnetic resonance imaging restoration in the presence of correlated noise

Jan AeltermanBart GoossensAleksandra PizuricaWilfried Philips

Removal of correlated rician noise in magnetic resonance imaging

Jan AeltermanBart GoossensAleksandra PizuricaWilfried Philips