Joris Roels

Publications

• Domain Adaptive Segmentation in Volume Electron Microscopy Imaging
• An Overview of State-of-the-art Image Restoration in Electron Microscopy
• Convolutional Neural Network Pruning to Accelerate Membrane Segmentation in Electron Microscopy
• Lower bounds on the robustness to adversarial perturbations
• Automated Membrane Detection in Electron Microscopy using Convolutional Neural Networks
• Bayesian Deconvolution of Scanning Electron Microscopy Images Using Point-spread Function Estimation and Non-local Regularization
• Decreasing Time Consumption of Microscopy Image Segmentation Through Parallel Processing on the GPU
• From a biological sample to high-quality digital image representation: avoiding and restoring image artifacts through proper acquisition and image restoration
• Image degradation in microscopic images: avoidance, artifacts and solutions
• Quasar tutorial: High-level programming of Heterogeneous Hardware
• Semi-automated segmentation in 3D electron microscopy imaging
• Superpixel quality in microscopy images: the impact of noise & denoising
• Noise Analysis in 3D Electron Microscopy
• Image Optimization for 3D Electron Microscopy Images
• Noise Analysis and Removal in 3D Electron Microscopy
• State of the art modulator approaches for continuous time-of-flight range finding