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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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Publications (Internal)
Jonas De Vylder
Publications
Convolutional Neural Network Pruning to Accelerate Membrane Segmentation in Electron Microscopy
Accurate detection of dysmorphic nuclei using dynamic programming and supervised classification
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
GPU Accelerated Compressive Sensing in MRI
Image Restoration Using Deep Learning
Image degradation in microscopic images: avoidance, artifacts and solutions
MATE: Machine Learning for Adaptive Calibration Template Detection
Quasar tutorial: High-level programming of Heterogeneous Hardware
Quasar: A Programming Framework for Rapid Prototyping
Quasar: rapid prototyping for image/video processing on heterogeneous hardware.
Real-time Machine Vision with GPU-acceleration using Quasar
Real-time depth estimation and view interpolation using Quasar
Semi-automated segmentation in 3D electron microscopy imaging
Superpixel quality in microscopy images: the impact of noise & denoising
Demo: Quasar - A New programming Framework for Real-time Image/Video Processing on GPU and CPU
The application of Big Data Analysis techniques in GSR research : a novel approach to an ever evolving forensic discipline.
Rotational Fusion and Extended Depth of Field for a Single Cell Layer in Differential Interference Contrast Microscopic Images
Noise Analysis in 3D Electron Microscopy
A Probabilistic Interpretation of Geometric Active Contour Segmentation
Image Optimization for 3D Electron Microscopy Images
The image processing revolution: the next step in electron microscopy
Average Track Estimation of Moving Objects Using RANSAC and DTW
Biological image analysis
Noise Analysis and Removal in 3D Electron Microscopy
Rotation and focal depth fusion of DIC microscopic images
Leaf segmentation and parallel phenotyping for the analysis of gene networks in plants
A Novel Tracing Method for the Segmentation of Cell Wall Networks
Computationally Efficient Locally Adaptive Demosaicing of Color Filter Array Images using the Dual-Tree Complex Wavelet Packet Transform
Multiple Leaf Tracking Using Computer Vision Methods with Shape Constraints
A Novel Dictionary Based Computer Vision Method for the Detection of Cell Nuclei
Brain Blood Vessel Segmentation Using Line-shaped Profiles
Combined Non-Local and Multi-Resolution Sparsity Prior in Image Restoration
Dynamic Subsampling for Image Registration Speedup Using the Mutual Information Variance Estimate
Rosette Tracker: an open source image analysis tool for automatic quantification of genotype effects
A Novel Dictionary Based Detection Method for Cell Nuclei
Cell nuclei detection using globally optimal active contours with shape prior
A non-rigid registration method for multispectral imaging of plants
Rosette Tracker: an open source image analysis tool for automatic quantification of genotype effects
A comparative study on the optimization of global optimum active contours
Leaf Segmentation and Tracking Using Probabilistic Parametric Active Contours
Convex formulation and global optimization for multimodal active contour segmentation
Robust Active Contour Segmentation with an Efficient Global Optimizer
2D mapping of strongly deformable cell nuclei-based on contour matching
Computational efficient segmentation of cell nuclei in 2D and 3D fluorescent micrographs
Non-rigid registration using mutual information minimizing splines
2D Mapping of pathological nuclei
A fast external force field for parametric active contour segmentation
A Computational Efficient Energy for Active Contour Segmentation Using Edge Propagation
2D Mapping of Strongly Deformed Cell Nuclei Based on Contour Warping
2D mapping of cell nuclei based on contour warping
Segmentation of cell nuclei in Arabidopsis Thaliana Roots
Automatic analysis of biological images
Automatic Detection of Cell Nuclei in Fluorescence Micrographs
2-D Shape Representation Using Improved Fourier Descriptors
Tracking Multiple Objects Using Intensity-GVF Snakes
Tracking Multiple Objects Using Moving Snakes
Improved Fourier Descriptors For 2D Shape Representation
Improved Fourier Descriptors for 2D Shape Representation
Characterization and recognition of cell structures in biomedical images
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