Jonas De Vylder

38 papers B 8C 1Journal 6Unranked 22

Year	Rank	Type	Title / Venue / Authors
2025	B	`conf`	A Dataset for Artefact Detection of Whole Slide Images in Digital Pathology. QoMEX Tien Nguyen, Saeed Mahmoudpour, Guillaume E. Courtoy, Wim Waelput, Ramses Forsyth, Jonas De Vylder, Bart Diricx, Jef Vandemeulebroucke, Peter Schelkens
2025	J	`jnl`	When normalization hallucinates: unseen risks in AI-powered whole slide image processing. CoRR Karel G. M. Moons, Matthew B. Blaschko, Tinne Tuytelaars, Bart Diricx, Jonas De Vylder, Mustafa Yousif
2024	—	`conf`	Laparoflow-SSL: Image Analysis From a Tiny Dataset Through Self-Supervised Transformers Leveraging Unlabeled Surgical Video. MIDL Karel G. M. Moons, Jonas De Vylder, Matthew B. Blaschko, Tinne Tuytelaars
2023	—	`conf`	Open-source tool for model performance analysis for subpopulations. Computer-Aided Diagnosis Stijn Vandewiele, Jonas De Vylder, Bart Diricx, Sandra Edward, Tom Kimpe
2021	J	`jnl`	Data-Efficient Sensor Upgrade Path Using Knowledge Distillation. Sensors Pieter Van Molle, Cedric De Boom, Tim Verbelen, Bert Vankeirsbilck, Jonas De Vylder, Bart Diricx, Pieter Simoens, Bart Dhoedt
2021	J	`jnl`	Leveraging the Bhattacharyya coefficient for uncertainty quantification in deep neural networks. Neural Comput. Appl. Pieter Van Molle, Tim Verbelen, Bert Vankeirsbilck, Jonas De Vylder, Bart Diricx, Tom Kimpe, Pieter Simoens, Bart Dhoedt
2019	—	`conf`	Quantifying Uncertainty of Deep Neural Networks in Skin Lesion Classification. UNSURE/CLIP@MICCAI Pieter Van Molle, Tim Verbelen, Cedric De Boom, Bert Vankeirsbilck, Jonas De Vylder, Bart Diricx, Tom Kimpe, Pieter Simoens, Bart Dhoedt
2018	J	`jnl`	Bayesian Deconvolution of Scanning Electron Microscopy Images Using Point-spread Function Estimation and Non-local Regularization. CoRR Joris Roels, Jan Aelterman, Jonas De Vylder, Hiep Luong, Yvan Saeys, Wilfried Philips
2018	J	`jnl`	Convolutional Neural Network Pruning to Accelerate Membrane Segmentation in Electron Microscopy. CoRR Joris Roels, Jonas De Vylder, Jan Aelterman, Yvan Saeys, Wilfried Philips
2017	—	`conf`	Convolutional neural network pruning to accelerate membrane segmentation in electron microscopy. ISBI Joris Roels, Jonas De Vylder, Jan Aelterman, Yvan Saeys, Wilfried Philips
2016	—	`conf`	Bayesian deconvolution of scanning electron microscopy images using point-spread function estimation and non-local regularization. EMBC Joris Roels, Jan Aelterman, Jonas De Vylder, Hiêp Quang Luong, Yvan Saeys, Wilfried Philips
2016	B	`conf`	Decreasing Time Consumption of Microscopy Image Segmentation Through Parallel Processing on the GPU. ACIVS Joris Roels, Jonas De Vylder, Yvan Saeys, Bart Goossens, Wilfried Philips
2016	J	`jnl`	MATE: Machine Learning for Adaptive Calibration Template Detection. Sensors Simon Donné, Jonas De Vylder, Bart Goossens, Wilfried Philips
2016	—	`conf`	Real-time Depth Estimation and View Interpolation using Quasar. Computational Imaging Bart Goossens, Simon Donné, Jan Aelterman, Jonas De Vylder, Dirk Van Haerenborgh, Wilfried Philips
2016	—	`conf`	Real-time Machine Vision with GPU-acceleration using Quasar. Image Processing: Machine Vision Applications Jonas De Vylder, Simon Donné, Dirk Van Haerenborgh, Bart Goossens
2015	—	`conf`	Quasar - a new programming framework for real-time image/video processing on GPU and CPU. ICDSC Bart Goossens, Jonas De Vylder, Simon Donné, Wilfried Philips
2015	—	`conf`	Rotational fusion and extended field of depth for a single cell layer in DIC microscopic images. DSP Jonas De Vylder, Hiêp Quang Luong, Wilfried Philips, Stijn Dhondt, Dirk Inzé
2014	—	`conf`	A probabilistic interpretation of geometric active contour segmentation. EUSIPCO Jonas De Vylder, Dirk Van Haerenborgh, Jan Aelterman, Wilfried Philips
2014	—	`conf`	Average Track Estimation of Moving Objects Using RANSAC and DTW. ICDSC Xingzhe Xie, Jonas De Vylder, Dimitri Van Cauwelaert, Peter Veelaert, Wilfried Philips, Hamid K. Aghajan
2014	—	`—`	Biological image analysis. Jonas De Vylder
2014	—	`conf`	Noise Analysis and Removal in 3D Electron Microscopy. ISVC (1) Joris Roels, Jan Aelterman, Jonas De Vylder, Hiêp Quang Luong, Yvan Saeys, Saskia Lippens, Wilfried Philips
2014	B	`conf`	Quasar - A new heterogeneous programming framework for image and video processing algorithms on CPU and GPU. ICIP Bart Goossens, Jonas De Vylder, Wilfried Philips
2013	—	`conf`	A novel tracing method for the segmentation of cell wall networks. EMBC Jonas De Vylder, Filip Rooms, Stijn Dhondt, Dirk Inzé, Wilfried Philips
2013	—	`conf`	Leaf segmentation and parallel phenotyping for the analysis of gene networks in plants. EUSIPCO Olivier Janssens, Jonas De Vylder, Jan Aelterman, Steven Verstockt, Wilfried Philips, Dominique Van Der Straeten, Sofie Van Hoecke, Rik Van de Walle
2012	—	`conf`	Cell Nuclei Detection Using Globally Optimal Active Contours with Shape Prior. ISVC (2) Jonas De Vylder, Jan Aelterman, Mado Vandewoestyne, Trees Lepez, Dieter Deforce, Wilfried Philips
2012	B	`conf`	Combined non-local and multi-resolution sparsity prior in image restoration. ICIP Jan Aelterman, Bart Goossens, Hiêp Quang Luong, Jonas De Vylder, Aleksandra Pizurica, Wilfried Philips
2012	B	`conf`	Dynamic subsampling for image registration speedup using the mutual information variance estimate. ICIP Koen Douterloigne, Jonas De Vylder, Wilfried Philips
2011	—	`conf`	A comparative study on the optimization of global optimum active contours. ICSPCS Jonas De Vylder, Jan Aelterman, Koen Douterloigne, Wilfried Philips
2011	C	`conf`	Convex formulation and global optimization for multimodal active contour segmentation. ISPA Jonas De Vylder, Filip Rooms, Wilfried Philips
2011	—	`conf`	Leaf Segmentation and Tracking Using Probabilistic Parametric Active Contours. MIRAGE Jonas De Vylder, Daniel Ochoa, Wilfried Philips, Laury Chaerle, Dominique Van Der Straeten
2011	B	`conf`	Robust Active Contour Segmentation with an Efficient Global Optimizer. ACIVS Jonas De Vylder, Jan Aelterman, Wilfried Philips
2010	—	`conf`	2D mapping of cell nuclei based on contour warping. EUSIPCO Jonas De Vylder, Winnok De Vos, Wilfried Philips
2010	—	`conf`	A Fast External Force Field for Parametric Active Contour Segmentation. ACIVS (1) Jonas De Vylder, Koen Douterloigne, Wilfried Philips
2010	B	`conf`	A computational efficient external energy for active contour segmentation using edge propagation. ICIP Jonas De Vylder, Wilfried Philips
2010	—	`conf`	Segmentation of Cell Nuclei in Arabidopsis Thaliana Roots. ICIAR (2) Jonas De Vylder, Filip Rooms, Wilfried Philips
2009	B	`conf`	2-D shape representation using improved Fourier descriptors. ICIP Jonas De Vylder, Wilfried Philips
2009	—	`conf`	Tracking multiple objects using intensity-GVF snakes. EUSIPCO Jonas De Vylder, Daniel Ochoa, Wilfried Philips, Laury Chaerle, Dominique Van Der Straeten
2009	—	`conf`	Tracking multiple objects using moving snakes. DPS Jonas De Vylder, Daniel Ochoa, Wilfried Philips, Laury Chaerle, Dominique Van Der Straeten