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2020 – today
- 2023
[c29]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- 2021
- [j3]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): 10259-10275 (2021) - [j2]Pieter Van Molle, Cedric De Boom, Tim Verbelen, Bert Vankeirsbilck, Jonas De Vylder, Bart Diricx, Pieter Simoens, Bart Dhoedt:
Data-Efficient Sensor Upgrade Path Using Knowledge Distillation. Sensors 21(19): 6523 (2021)
2010 – 2019
- 2019
- [c28]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: 52-61 - 2018
- [i2]Joris Roels, Jonas De Vylder, Jan Aelterman, Yvan Saeys, Wilfried Philips:
Convolutional Neural Network Pruning to Accelerate Membrane Segmentation in Electron Microscopy. CoRR abs/1810.09735 (2018) - [i1]Joris Roels, Jan Aelterman, Jonas De Vylder, Hiep Luong, Yvan Saeys, Wilfried Philips:
Bayesian Deconvolution of Scanning Electron Microscopy Images Using Point-spread Function Estimation and Non-local Regularization. CoRR abs/1810.09739 (2018) - 2017
- [c27]Joris Roels, Jonas De Vylder, Jan Aelterman, Yvan Saeys, Wilfried Philips:
Convolutional neural network pruning to accelerate membrane segmentation in electron microscopy. ISBI 2017: 633-637 - 2016
- [j1]Simon Donné, Jonas De Vylder, Bart Goossens, Wilfried Philips:
MATE: Machine Learning for Adaptive Calibration Template Detection. Sensors 16(11): 1858 (2016) - [c26]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: 147-159 - [c25]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: 1-6 - [c24]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: 1-2 - [c23]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: 443-447 - 2015
- [c22]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: 205-206 - [c21]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: 1283-1287 - 2014
- [b1]Jonas De Vylder:
Biological image analysis. Ghent University, Belgium, 2014 - [c20]Jonas De Vylder, Dirk Van Haerenborgh, Jan Aelterman, Wilfried Philips:
A probabilistic interpretation of geometric active contour segmentation. EUSIPCO 2014: 1302-1306 - [c19]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: 28:1-28:6 - [c18]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: 2183-2185 - [c17]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: 31-40 - 2013
- [c16]Jonas De Vylder, Filip Rooms, Stijn Dhondt, Dirk Inzé, Wilfried Philips:
A novel tracing method for the segmentation of cell wall networks. EMBC 2013: 5433-5436 - [c15]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: 1-5 - 2012
- [c14]Koen Douterloigne, Jonas De Vylder, Wilfried Philips:
Dynamic subsampling for image registration speedup using the mutual information variance estimate. ICIP 2012: 2961-2964 - [c13]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: 3049-3052 - [c12]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: 115-124 - 2011
- [c11]Jonas De Vylder, Jan Aelterman, Wilfried Philips:
Robust Active Contour Segmentation with an Efficient Global Optimizer. ACIVS 2011: 195-206 - [c10]Jonas De Vylder, Jan Aelterman, Koen Douterloigne, Wilfried Philips:
A comparative study on the optimization of global optimum active contours. ICSPCS 2011: 1-10 - [c9]Jonas De Vylder, Filip Rooms, Wilfried Philips:
Convex formulation and global optimization for multimodal active contour segmentation. ISPA 2011: 165-170 - [c8]Jonas De Vylder, Daniel Ochoa, Wilfried Philips, Laury Chaerle, Dominique Van Der Straeten:
Leaf Segmentation and Tracking Using Probabilistic Parametric Active Contours. MIRAGE 2011: 75-85 - 2010
- [c7]Jonas De Vylder, Koen Douterloigne, Wilfried Philips:
A Fast External Force Field for Parametric Active Contour Segmentation. ACIVS (1) 2010: 125-134 - [c6]Jonas De Vylder, Winnok De Vos, Wilfried Philips:
2D mapping of cell nuclei based on contour warping. EUSIPCO 2010: 1209-1213 - [c5]Jonas De Vylder, Filip Rooms, Wilfried Philips:
Segmentation of Cell Nuclei in Arabidopsis Thaliana Roots. ICIAR (2) 2010: 207-216 - [c4]Jonas De Vylder, Wilfried Philips:
A computational efficient external energy for active contour segmentation using edge propagation. ICIP 2010: 661-664
2000 – 2009
- 2009
- [c3]Jonas De Vylder, Daniel Ochoa, Wilfried Philips, Laury Chaerle, Dominique Van Der Straeten:
Tracking multiple objects using intensity-GVF snakes. EUSIPCO 2009: 602-606 - [c2]Jonas De Vylder, Daniel Ochoa, Wilfried Philips, Laury Chaerle, Dominique Van Der Straeten:
Tracking multiple objects using moving snakes. DPS 2009: 1-6 - [c1]Jonas De Vylder, Wilfried Philips:
2-D shape representation using improved Fourier descriptors. ICIP 2009: 397-400
Coauthor Index
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