Jonas De Vylder

According to our database, Jonas De Vylder authored at least 33 papers between 2009 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Open-source tool for model performance analysis for subpopulations.

Stijn Vandewiele, Jonas De Vylder, Bart Diricx, Sandra Edward, Tom Kimpe

Proceedings of the Medical Imaging 2023: Computer-Aided Diagnosis, San Diego, 2023

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

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

Neural Comput. Appl., 2021

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

Proceedings of the Uncertainty for Safe Utilization of Machine Learning in Medical Imaging and Clinical Image-Based Procedures, 2019

2017

Convolutional neural network pruning to accelerate membrane segmentation in electron microscopy.

Joris Roels, Jonas De Vylder, Jan Aelterman, Yvan Saeys, Wilfried Philips

Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

2016

MATE: Machine Learning for Adaptive Calibration Template Detection.

Simon Donné, Jonas De Vylder, Bart Goossens, Wilfried Philips

Sensors, 2016

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

Joris Roels, Jan Aelterman, Jonas De Vylder, Hiêp Quang Luong, Yvan Saeys, Wilfried Philips

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Real-time Machine Vision with GPU-acceleration using Quasar.

Jonas De Vylder, Simon Donné, Dirk Van Haerenborgh, Bart Goossens

Proceedings of the Image Processing: Machine Vision Applications IX, 2016

Real-time Depth Estimation and View Interpolation using Quasar.

Bart Goossens, Simon Donné, Jan Aelterman, Jonas De Vylder, Dirk Van Haerenborgh, Wilfried Philips

Proceedings of the Computational Imaging XIV, San Francisco, 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

Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2016

2015

Rotational fusion and extended field of depth for a single cell layer in DIC microscopic images.

Jonas De Vylder, Hiêp Quang Luong, Wilfried Philips, Stijn Dhondt, Dirk Inzé

Proceedings of the 2015 IEEE International Conference on Digital Signal Processing, 2015

Quasar - a new programming framework for real-time image/video processing on GPU and CPU.

Bart Goossens, Jonas De Vylder, Simon Donné, Wilfried Philips

Proceedings of the 9th International Conference on Distributed Smart Camera, 2015

2014

Biological image analysis.

Jonas De Vylder

PhD thesis, 2014

Noise Analysis and Removal in 3D Electron Microscopy.

Joris Roels, Jan Aelterman, Jonas De Vylder, Hiêp Quang Luong, Yvan Saeys, Saskia Lippens, Wilfried Philips

Proceedings of the Advances in Visual Computing - 10th International Symposium, 2014

Quasar - A new heterogeneous programming framework for image and video processing algorithms on CPU and GPU.

Bart Goossens, Jonas De Vylder, Wilfried Philips

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Average Track Estimation of Moving Objects Using RANSAC and DTW.

Xingzhe Xie, Jonas De Vylder, Dimitri Van Cauwelaert, Peter Veelaert, Wilfried Philips, Hamid K. Aghajan

Proceedings of the International Conference on Distributed Smart Cameras, 2014

A probabilistic interpretation of geometric active contour segmentation.

Jonas De Vylder, Dirk Van Haerenborgh, Jan Aelterman, Wilfried Philips

Proceedings of the 22nd European Signal Processing Conference, 2014

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

Proceedings of the 21st European Signal Processing Conference, 2013

A novel tracing method for the segmentation of cell wall networks.

Jonas De Vylder, Filip Rooms, Stijn Dhondt, Dirk Inzé, Wilfried Philips

Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

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

Proceedings of the Advances in Visual Computing - 8th International Symposium, 2012

Dynamic subsampling for image registration speedup using the mutual information variance estimate.

Koen Douterloigne, Jonas De Vylder, Wilfried Philips

Proceedings of the 19th IEEE International Conference on Image Processing, 2012

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

Jan Aelterman, Bart Goossens, Hiêp Quang Luong, Jonas De Vylder, Aleksandra Pizurica, Wilfried Philips

Proceedings of the 19th IEEE International Conference on Image Processing, 2012

2011

Leaf Segmentation and Tracking Using Probabilistic Parametric Active Contours.

Jonas De Vylder, Daniel Ochoa, Wilfried Philips, Laury Chaerle, Dominique Van Der Straeten

Proceedings of the Computer Vision/Computer Graphics Collaboration Techniques, 2011

Convex formulation and global optimization for multimodal active contour segmentation.

Jonas De Vylder, Filip Rooms, Wilfried Philips

Proceedings of the 7th International Symposium on Image and Signal Processing and Analysis, 2011

A comparative study on the optimization of global optimum active contours.

Jonas De Vylder, Jan Aelterman, Koen Douterloigne, Wilfried Philips

Proceedings of the 5th International Conference on Signal Processing and Communication Systems, 2011

Robust Active Contour Segmentation with an Efficient Global Optimizer.

Jonas De Vylder, Jan Aelterman, Wilfried Philips

Proceedings of the Advances Concepts for Intelligent Vision Systems, 2011

2010

A computational efficient external energy for active contour segmentation using edge propagation.

Jonas De Vylder, Wilfried Philips

Proceedings of the International Conference on Image Processing, 2010

Segmentation of Cell Nuclei in Arabidopsis Thaliana Roots.

Jonas De Vylder, Filip Rooms, Wilfried Philips

Proceedings of the Image Analysis and Recognition, 7th International Conference, 2010

2D mapping of cell nuclei based on contour warping.

Jonas De Vylder, Winnok De Vos, Wilfried Philips

Proceedings of the 18th European Signal Processing Conference, 2010

A Fast External Force Field for Parametric Active Contour Segmentation.

Jonas De Vylder, Koen Douterloigne, Wilfried Philips

Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2010

2009

2-D shape representation using improved Fourier descriptors.

Jonas De Vylder, Wilfried Philips

Proceedings of the International Conference on Image Processing, 2009

Tracking multiple objects using moving snakes.

Jonas De Vylder, Daniel Ochoa, Wilfried Philips, Laury Chaerle, Dominique Van Der Straeten

Proceedings of the 16th International Conference on Digital Signal Processing, 2009

Tracking multiple objects using intensity-GVF snakes.

Jonas De Vylder, Daniel Ochoa, Wilfried Philips, Laury Chaerle, Dominique Van Der Straeten

Proceedings of the 17th European Signal Processing Conference, 2009