Jonas De Vylder

Publication Activity (10 Years)

Years Active: 2009-2023
Publications (10 Years): 13

Top Topics

Electron Microscopy

Probabilistic Interpretation

Active Contour Segmentation

Top Venues

Image Processing: Machine Vision Applications

Publications

Stijn Vandewiele, Jonas De Vylder, Bart Diricx, Sandra Edward, Tom Kimpe
Open-source tool for model performance analysis for subpopulations. Medical Imaging: Computer-Aided Diagnosis (2023)
Pieter Van Molle, Tim Verbelen, Bert Vankeirsbilck, Jonas De Vylder, Bart Diricx, Tom Kimpe, Pieter Simoens, Bart Dhoedt
Leveraging the Bhattacharyya coefficient for uncertainty quantification in deep neural networks. Neural Comput. Appl. 33 (16) (2021)
Pieter Van Molle, Tim Verbelen, Cedric De Boom, Bert Vankeirsbilck, Jonas De Vylder, Bart Diricx, Tom Kimpe, Pieter Simoens, Bart Dhoedt
Quantifying Uncertainty of Deep Neural Networks in Skin Lesion Classification. UNSURE/CLIP@MICCAI (2019)
Joris Roels, Jonas De Vylder, Jan Aelterman, Yvan Saeys, Wilfried Philips
Convolutional Neural Network Pruning to Accelerate Membrane Segmentation in Electron Microscopy. CoRR (2018)
Joris Roels, Jan Aelterman, Jonas De Vylder, Hiêp Quang Luong, Yvan Saeys, Wilfried Philips
Bayesian Deconvolution of Scanning Electron Microscopy Images Using Point-spread Function Estimation and Non-local Regularization. CoRR (2018)
Joris Roels, Jonas De Vylder, Jan Aelterman, Yvan Saeys, Wilfried Philips
Convolutional neural network pruning to accelerate membrane segmentation in electron microscopy. ISBI (2017)
Joris Roels, Jan Aelterman, Jonas De Vylder, Hiêp Quang Luong, Yvan Saeys, Wilfried Philips
Bayesian deconvolution of scanning electron microscopy images using point-spread function estimation and non-local regularization. EMBC (2016)
Bart Goossens, Simon Donné, Jan Aelterman, Jonas De Vylder, Dirk Van Haerenborgh, Wilfried Philips
Real-time Depth Estimation and View Interpolation using Quasar. Computational Imaging (2016)
Jonas De Vylder, Simon Donné, Dirk Van Haerenborgh, Bart Goossens
Real-time Machine Vision with GPU-acceleration using Quasar. Image Processing: Machine Vision Applications (2016)
Joris Roels, Jonas De Vylder, Yvan Saeys, Bart Goossens, Wilfried Philips
Decreasing Time Consumption of Microscopy Image Segmentation Through Parallel Processing on the GPU. ACIVS (2016)
Simon Donné, Jonas De Vylder, Bart Goossens, Wilfried Philips
MATE: Machine Learning for Adaptive Calibration Template Detection. Sensors 16 (11) (2016)
Jonas De Vylder, Hiêp Quang Luong, Wilfried Philips, Stijn Dhondt, Dirk Inzé
Rotational fusion and extended field of depth for a single cell layer in DIC microscopic images. DSP (2015)
Bart Goossens, Jonas De Vylder, Simon Donné, Wilfried Philips
Quasar - a new programming framework for real-time image/video processing on GPU and CPU. ICDSC (2015)
Jonas De Vylder, Dirk Van Haerenborgh, Jan Aelterman, Wilfried Philips
A probabilistic interpretation of geometric active contour segmentation. EUSIPCO (2014)
Joris Roels, Jan Aelterman, Jonas De Vylder, Hiêp Quang Luong, Yvan Saeys, Saskia Lippens, Wilfried Philips
Noise Analysis and Removal in 3D Electron Microscopy. ISVC (1) (2014)
Xingzhe Xie, Jonas De Vylder, Dimitri Van Cauwelaert, Peter Veelaert, Wilfried Philips, Hamid K. Aghajan
Average Track Estimation of Moving Objects Using RANSAC and DTW. ICDSC (2014)
Bart Goossens, Jonas De Vylder, Wilfried Philips
Quasar - A new heterogeneous programming framework for image and video processing algorithms on CPU and GPU. ICIP (2014)
Olivier Janssens, Jonas De Vylder, Jan Aelterman, Steven Verstockt, Wilfried Philips, Dominique Van Der Straeten, Sofie Van Hoecke, Rik Van de Walle
Leaf segmentation and parallel phenotyping for the analysis of gene networks in plants. EUSIPCO (2013)
Jonas De Vylder, Filip Rooms, Stijn Dhondt, Dirk Inzé, Wilfried Philips
A novel tracing method for the segmentation of cell wall networks. EMBC (2013)
Koen Douterloigne, Jonas De Vylder, Wilfried Philips
Dynamic subsampling for image registration speedup using the mutual information variance estimate. ICIP (2012)
Jonas De Vylder, Jan Aelterman, Mado Vandewoestyne, Trees Lepez, Dieter Deforce, Wilfried Philips
Cell Nuclei Detection Using Globally Optimal Active Contours with Shape Prior. ISVC (2) (2012)
Jan Aelterman, Bart Goossens, Hiêp Quang Luong, Jonas De Vylder, Aleksandra Pizurica, Wilfried Philips
Combined non-local and multi-resolution sparsity prior in image restoration. ICIP (2012)
Jonas De Vylder, Filip Rooms, Wilfried Philips
Convex formulation and global optimization for multimodal active contour segmentation. ISPA (2011)
Jonas De Vylder, Jan Aelterman, Koen Douterloigne, Wilfried Philips
A comparative study on the optimization of global optimum active contours. ICSPCS (2011)
Jonas De Vylder, Jan Aelterman, Wilfried Philips
Robust Active Contour Segmentation with an Efficient Global Optimizer. ACIVS (2011)
Jonas De Vylder, Daniel Ochoa, Wilfried Philips, Laury Chaerle, Dominique Van Der Straeten
Leaf Segmentation and Tracking Using Probabilistic Parametric Active Contours. MIRAGE (2011)
Jonas De Vylder, Winnok De Vos, Wilfried Philips
2D mapping of cell nuclei based on contour warping. EUSIPCO (2010)
Jonas De Vylder, Wilfried Philips
A computational efficient external energy for active contour segmentation using edge propagation. ICIP (2010)
Jonas De Vylder, Koen Douterloigne, Wilfried Philips
A Fast External Force Field for Parametric Active Contour Segmentation. ACIVS (1) (2010)
Jonas De Vylder, Filip Rooms, Wilfried Philips
Segmentation of Cell Nuclei in Arabidopsis Thaliana Roots. ICIAR (2) (2010)
Jonas De Vylder, Wilfried Philips
2-D shape representation using improved Fourier descriptors. ICIP (2009)
Jonas De Vylder, Daniel Ochoa, Wilfried Philips, Laury Chaerle, Dominique Van Der Straeten
Tracking multiple objects using intensity-GVF snakes. EUSIPCO (2009)
Jonas De Vylder, Daniel Ochoa, Wilfried Philips, Laury Chaerle, Dominique Van Der Straeten
Tracking multiple objects using moving snakes. DPS (2009)