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Onderzoeker
Jonas De Vylder
Profiel
Projecten
Publicaties
Activiteiten
Prijzen & Erkenningen
70
Resultaten
2021
Data-efficient sensor upgrade path using knowledge distillation
Pieter Van Molle
Cedric De Boom
Tim Verbelen
Bert Vankeirsbilck
Jonas De Vylder
Bart Diricx
Pieter Simoens
Bart Dhoedt
A1
Artikel in een tijdschrift
in
SENSORS
2021
Leveraging the Bhattacharyya coefficient for uncertainty quantification in deep neural networks
Pieter Van Molle
Tim Verbelen
Bert Vankeirsbilck
Jonas De Vylder
Bart Diricx
Tom Kimpe
Pieter Simoens
Bart Dhoedt
A1
Artikel in een tijdschrift
in
NEURAL COMPUTING & APPLICATIONS
2021
2019
Assessing uncertainty for computer assisted skin lesion diagnosis
Pieter Van Molle
Tim Verbelen
Bert Vankeirsbilck
Sofie Mylle
Evelien Verhaeghe
Lieve Brochez
Jonas De Vylder
Bart Diricx
Pieter Simoens
Bart Dhoedt
C3
Conferentie
2019
Quantifying uncertainty of deep neural networks in skin lesion classification
Pieter Van Molle
Tim Verbelen
Cedric De Boom
Bert Vankeirsbilck
Jonas De Vylder
Bart Diricx
Tom Kimpe
Pieter Simoens
Bart Dhoedt
P1
Conferentie
2019
2017
Accurate detection of dysmorphic nuclei using dynamic programming and supervised classification
Marlies Verschuuren
Jonas De Vylder
Hannes Catrysse
Joke Robijns
Wilfried Philips
Winnok De Vos
A1
Artikel in een tijdschrift
in
PLOS ONE
2017
Convolutional neural network pruning to accelerate membrane segmentation in electron microscopy
Joris Roels
Jonas De Vylder
Jan Aelterman
Yvan Saeys
Wilfried Philips
P1
Conferentie
2017
2016
Automated Membrane Detection in Electron Microscopy using Convolutional Neural Networks
Joris Roels
Jonas De Vylder
Jan Aelterman
Yvan Saeys
Wilfried Philips
C3
Conferentie
2016
Bayesian deconvolution of scanning electron microscopy images using point-spread function estimation and non-local regularization
Joris Roels
Jan Aelterman
Jonas De Vylder
Hiep Luong
Yvan Saeys
Wilfried Philips
P1
Conferentie
2016
Decreasing time consumption of microscopy image segmentation through parallel processing on the GPU
Joris Roels
Jonas De Vylder
Yvan Saeys
Bart Goossens
Wilfried Philips
P1
Conferentie
2016
From a biological sample to high-quality digital image representation : avoiding and restoring image artifacts through proper acquisition and image restoration
Joris Roels
Jan Aelterman
Jonas De Vylder
Hiep Luong
Saskia Lippens
Chris Guerin
Yvan Saeys
Wilfried Philips
C3
Conferentie
2016
GPU Accelerated Compressive Sensing in MRI
Jonas De Vylder
Jan Aelterman
Bart Goossens
C3
Conferentie
2016
Image degradation in microscopic images : avoidance, artifacts and solutions
Joris Roels
Jan Aelterman
Jonas De Vylder
Saskia Lippens
Hiep Luong
Chris Guerin
Wilfried Philips
A1
Artikel in een tijdschrift
in
Advances in Anatomy Embryology and Cell Biology
2016
Image restoration using deep learning
Jonas De Vylder
Simon Donné
Hiep Luong
Wilfried Philips
C3
Conferentie
2016
MATE : machine learning for adaptive calibration template detection
Simon Donné
Jonas De Vylder
Bart Goossens
Wilfried Philips
A1
Artikel in een tijdschrift
in
SENSORS
2016
Quasar tutorial: High-level programming of Heterogeneous Hardware
Jonas De Vylder
Dirk Van Haerenborgh
Joris Roels
Bart Goossens
Andere
2016
Quasar: A Programming Framework for Rapid Prototyping
Jonas De Vylder
Bart Goossens
C3
Conferentie
2016
Real-time Machine Vision with GPU-acceleration using Quasar
Jonas De Vylder
Simon Donné
Dirk Van Haerenborgh
Bart Goossens
C3
Conferentie
2016
Semi-automated segmentation in 3D electron microscopy imaging
Joris Roels
Jan Aelterman
Jonas De Vylder
Hiep Luong
Saskia Lippens
Yvan Saeys
Wilfried Philips
C3
Conferentie
2016
Superpixel quality in microscopy images: the impact of noise & denoising
Joris Roels
Jonas De Vylder
Jan Aelterman
Saskia Lippens
Yvan Saeys
Wilfried Philips
P1
Conferentie
2016
2015
Accurate detection and classification of aberrant cell nuclei
Marlies Verschuuren
Hannes Cattrysse
Jonas De Vylder
Winnok De Vos
C3
Conferentie
2015
Demo: Quasar - a new programming framework for real-time image/video processing on GPU and CPU
Bart Goossens
Jonas De Vylder
Simon Donné
Wilfried Philips
C3
Conferentie
2015
Noise analysis in 3D electron microscopy
Joris Roels
Jan Aelterman
Jonas De Vylder
Hiep Luong
Saskia Lippens
Yvan Saeys
Wilfried Philips
C3
Conferentie
2015
Quasar: unlocking the power of heterogeneous hardware
Jonas De Vylder
Bart Goossens
C3
Conferentie
2015
Rotational fusion and extended field of depth for a single cell layer in DIC microscopic images
Jonas De Vylder
Hiep Luong
Wilfried Philips
Stijn Dhondt
Dirk Inzé
P1
Conferentie
2015
The application of 'Big Data Analysis' techniques in GSR research: a novel approach to an ever evolving forensic discipline
Bart Nys
Sébastien Charles
Hiep Luong
Jonas De Vylder
Guy Thoonen
Jan Lemeire
Paul Schenders
Wilfried Philips
C3
Conferentie
2015
2014
A probabilistic interpretation of geometric active contour segmentation
Jonas De Vylder
Dirk Van Haerenborgh
Jan Aelterman
Wilfried Philips
P1
Conferentie
2014
Average track estimation of moving objects using RANSAC and DTW
Xingzhe Xie
Jonas De Vylder
Dimitri Van Cauwelaert
Peter Veelaert
Wilfried Philips
Hamid Aghajan
Maarten Slembrouck
Dirk Van Haerenborgh
Hendrik Van Landeghem
Karel Bauters
et al.
C1
Conferentie
2014
Biological image analysis
Jonas De Vylder
Wilfried Philips
Proefschrift
2014
Extra winst voor grote partijen: wiskunde van verkiezingen
Jonas De Vylder
Wouter Rogiest
Nieuwsartikel
2014
Image optimization for 3D electron microscopy images
Joris Roels
Jan Aelterman
Hiep Luong
Jonas De Vylder
Wilfried Philips
Saskia Lippens
Yvan Saeys
C3
Conferentie
2014
Noise analysis and removal in 3D electron microscopy
Joris Roels
Jan Aelterman
Jonas De Vylder
Hiep Luong
Yvan Saeys
Saskia Lippens
Wilfried Philips
P1
Conferentie
2014
Phenotyping on microscopic scale using DIC microscopy
Jonas De Vylder
Stijn Dhondt
Hiep Luong
Dirk Inzé
Wilfried Philips
C3
Conferentie
2014
Quasar: a new heterogeneous programming framework for image and video processing algorithms on CPU and GPU
Bart Goossens
Jonas De Vylder
Wilfried Philips
P1
Conferentie
2014
Rotation and focal depth fusion of DIC microscopic images
Jonas De Vylder
Hiep Luong
Stijn Dhondt
Michiel Vlaminck
Dirk Inzé
Wilfried Philips
C3
Conferentie
2014
The image processing revolution: the next step in electron microscopy
Jan Aelterman
Jonas De Vylder
Hiep Luong
Saskia Lippens
Yvan Saeys
Bart Goossens
Wilfried Philips
C3
Conferentie
2014
2013
A novel dictionary based computer vision method for the detection of cell nuclei
Jonas De Vylder
Jan Aelterman
Trees Lepez
Mado Vandewoestyne
Koen Douterloigne
Dieter Deforce
Wilfried Philips
A1
Artikel in een tijdschrift
in
PLOS ONE
2013
A novel tracing method for the segmentation of cell wall networks
Jonas De Vylder
Filip Rooms
Stijn Dhondt
Dirk Inzé
Wilfried Philips
P1
Conferentie
2013
Brain blood vessel segmentation using line-shaped profiles
Danilo Babin
Aleksandra Pizurica
Jonas De Vylder
Ewout Vansteenkiste
Wilfried Philips
A1
Artikel in een tijdschrift
in
PHYSICS IN MEDICINE AND BIOLOGY
2013
Computationally efficient locally adaptive demosaicing of color filter array images using the dual-tree complex wavelet packet transform
Jan Aelterman
Bart Goossens
Jonas De Vylder
Aleksandra Pizurica
Wilfried Philips
A1
Artikel in een tijdschrift
in
PLOS ONE
2013
Leaf segmentation and parallel phenotyping for the analysis of gene networks in plants
Olivier Janssens
Jonas De Vylder
Jan Aelterman
Steven Verstockt
Wilfried Philips
Dominique Van Der Straeten
Sofie Van Hoecke
Rik Van de Walle
P1
Conferentie
2013
Multiple leaf tracking using computer vision methods with shape constraints
Jonas De Vylder
Dominique Van Der Straeten
Wilfried Philips
P1
Conferentie
2013
2012
A non-rigid registration method for multispectral imaging of plants
Jonas De Vylder
Koen Douterloigne
Filip Vandenbussche
Dominique Van Der Straeten
Wilfried Philips
P1
Conferentie
2012
A novel dictionary based detection method for cell nuclei
Jonas De Vylder
Jan Aelterman
Danilo Babin
Mado Vandewoestyne
Trees Lepez
Dieter Deforce
Wilfried Philips
C3
Conferentie
2012
Cell nuclei detection using globally optimal active contours with shape prior
Jonas De Vylder
Jan Aelterman
Mado Vandewoestyne
Trees Lepez
Dieter Deforce
Wilfried Philips
P1
Conferentie
2012
Cellular wall segmentation of A: Thaliana epidermal tissue in DIC images
Daniel Ochoa Donoso
Jonas De Vylder
Wilfried Philips
C1
Conferentie
2012
Combined non-local and multi-resolution sparsity prior in image restoration
Jan Aelterman
Bart Goossens
Hiep Luong
Jonas De Vylder
Aleksandra Pizurica
Wilfried Philips
P1
Conferentie
2012
Dynamic subsampling for image registration speedup using the mutual information variance estimate
Koen Douterloigne
Jonas De Vylder
Wilfried Philips
P1
Conferentie
2012
Rosette Tracker: an open source image analysis tool for automatic quantification of genotype effects
Jonas De Vylder
Filip Vandenbussche
Yuming Hu
Wilfried Philips
Dominique Van Der Straeten
A1
Artikel in een tijdschrift
in
PLANT PHYSIOLOGY
2012
Rosette Tracker: an open source image analysis tool for automatic quantification of genotype effects
Jonas De Vylder
Filip Vandenbussche
Yuming Hu
Wilfried Philips
Dominique Van Der Straeten
C3
Conferentie
2012
2011
2D mapping of strongly deformable cell nuclei, based on contour matching
Jonas De Vylder
Winnok De Vos
Wilfried Philips
Erik Manders
A1
Artikel in een tijdschrift
in
CYTOMETRY PART A
2011
A comparative study on the optimization of global optimum active contours
Jonas De Vylder
Jan Aelterman
Wilfried Philips
P1
Conferentie
2011
Computational efficient segmentation of cell nuclei in 2D and 3D fluorescent micrographs
Jonas De Vylder
Wilfried Philips
P1
Conferentie
2011
Convex formulation and global optimization for multimodal active contour segmentation
Jonas De Vylder
Filip Rooms
Wilfried Philips
C1
Conferentie
2011
Leaf segmentation and tracking using probabilistic parametric active contours
Jonas De Vylder
Daniel Ochoa Donoso
Wilfried Philips
Laury Chaerle
Dominique Van Der Straeten
P1
Conferentie
2011
Non-rigid registration using mutual information minimizing splines
Jonas De Vylder
Wilfried Philips
C3
Conferentie
2011
Robust active contour segmentation with an efficient global optimizer
Jonas De Vylder
Jan Aelterman
Wilfried Philips
P1
Conferentie
2011
2010
2D Mapping of pathological nuclei
Jonas De Vylder
C3
Conferentie
2010
2D Mapping of strongly deformed cell nuclei based on contour warping
Jonas De Vylder
Koen Douterloigne
Winnok De Vos
Wilfried Philips
P1
Conferentie
2010
A computational efficient external energy for active contour segmentation using edge propagation
Jonas De Vylder
Wilfried Philips
P1
Conferentie
2010
A fast external force field for parametric active contour segmentation
Jonas De Vylder
Koen Douterloigne
Wilfried Philips
P1
Conferentie
2010
Automatic analysis of biological images
Jonas De Vylder
Daniel Ochoa Donoso
Wilfried Philips
Laury Chaerle
Dominique Van Der Straeten
C3
Conferentie
2010
Automatic detection of cell nuclei in fluorescence micrographs
Jonas De Vylder
Filip Rooms
Wilfried Philips
C3
Conferentie
2010
Mapping of cell nuclei based on contour warping
Jonas De Vylder
Winnok De Vos
Wilfried Philips
P1
Conferentie
2010
Segmentation of cell nuclei in Arabidopsis thaliana roots
Jonas De Vylder
Filip Rooms
Wilfried Philips
P1
Conferentie
2010
2009
2-D shape representation using improved Fourier descriptors
Jonas De Vylder
Wilfried Philips
P1
Conferentie
2009
Tracking multiple objects using intensity-GVF snakes
Jonas De Vylder
Daniel Ochoa Donoso
Wilfried Philips
Laury Chaerle
Dominique Van Der Straeten
C1
Conferentie
2009
Tracking multiple objects using moving snakes
Jonas De Vylder
Daniel Ochoa Donoso
Wilfried Philips
Laury Chaerle
Dominique Van Der Straeten
P1
Conferentie
2009
2008
Improved Fourier descriptors for 2-D shape representation
Jonas De Vylder
Wilfried Philips
C1
Conferentie
2008
Improved Fourier descriptors for 2-D shape representation
Jonas De Vylder
C1
Conferentie
2008
2007
Characterization and recognition of cell structures in biomedical images
Jonas De Vylder
Wilfried Philips
Sidharta Gautama
Rik Bellens
C1
Conferentie
2007