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Autonomous Vehicles and Sensor Fusion
Intelligent surveillance and sensor networks
Real-Time Industrial Inspection
GPU accelerated image processing using Quasar
Image and video quality enhancement
Remote Sensing
Medical and biological image processing
Image and video quality assessment
Van Eyck Art work restoration and analysis
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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
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