Joris Roels

According to our database, Joris Roels authored at least 10 papers between 2014 and 2022.

Collaborative distances:

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

2022

BioSegment: Active Learning segmentation for 3D electron microscopy imaging.

Benjamin Rombaut, Joris Roels, Yvan Saeys

Proceedings of the Workshop on Interactive Adaptive Learning co-located with European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2022), 2022

2021

A Miniaturised, Fully Integrated NDIR CO2 Sensor On-Chip.

Xiaoning Jia, Joris Roels, Roel Baets, Gunther Roelkens

Sensors, 2021

2019

On-Chip Non-Dispersive Infrared CO2 Sensor Based On an Integrating Cylinder.

Xiaoning Jia, Joris Roels, Roel Baets, Gunther Roelkens

Sensors, 2019

Domain Adaptive Segmentation In Volume Electron Microscopy Imaging.

Joris Roels, Julian Hennies, Yvan Saeys, Wilfried Philips, Anna Kreshuk

Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

Cost-Efficient Segmentation of Electron Microscopy Images Using Active Learning.

Joris Roels, Yvan Saeys

Proceedings of the 31st Benelux Conference on Artificial Intelligence (BNAIC 2019) and the 28th Belgian Dutch Conference on Machine Learning (Benelearn 2019), 2019

2017

Lower bounds on the robustness to adversarial perturbations.

Jonathan Peck, Joris Roels, Bart Goossens, Yvan Saeys

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 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

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

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

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