Bart Goossens

Publications

Dataflow management, dynamic load balancing, and concurrent processing for real-time embedded vision applications using Quasar
Multiple Classifier Fusion and Optimization for Automatic Focal Cortical Dysplasia Detection on Magnetic Resonance Images
On the array configuration and accuracy of remote in-ear level sensing for in-vehicle noise control applications
Quasar, a high-level programming language and development environment for designing smart vision systems on embedded platforms
Exploiting reflectional and rotational invariance in single image superresolution
GASPACHO : a generic automatic solver using proximal algorithms for convex Huge optimization problems
High resolution depth reconstruction from monocular images and sparse point clouds using deep convolutional neural network
Line-constrained camera location estimation in multi-image stereomatching
Lower bounds on the robustness to adversarial perturbations
Robust plane-based calibration for linear cameras
GPU-based maize plant analysis: accelerating CNN segmentation and voxel carving
Machine Learning for Maize Plant Segmentation
Image Denoising Using Quadtree-Based Nonlocal Means With Locally Adaptive Principal Component Analysis
Decreasing Time Consumption of Microscopy Image Segmentation Through Parallel Processing on the GPU
GPU Accelerated Compressive Sensing in MRI
HDR video synthesis for vision systems in dynamic scenes
MATE: Machine Learning for Adaptive Calibration Template Detection
Optimal joint detection and estimation that maximizes ROC-type curves
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
Point triangulation through polyhedron collapse using the l-infinity norm
Demo: Quasar - A New programming Framework for Real-time Image/Video Processing on GPU and CPU
Rotation Invariant Similarity Measure for Non-Local Self-Similarity Based Image Denoising
Variational Multi-Image Stereo Matching
Shearlet-based regularized ROI reconstruction in fan beam computed tomography
Shearlet-domain task-driven post-processing and filtering of CT noise
An overview of state-of-the-art denoising and demosaicking techniques: toward a unified framework for handling artifacts during image reconstruction
Computer aided FCD lesion detection based on T1 MRI data
A new 360-degree immersive game controller
Fast and Robust Variational Optical Flow for High-Resolution Images Using SLIC Superpixels
Interventional X-ray quality measure based on a psychovisual detectability model
MRI Segmentation of the Human Brain: Challenges, Methods, and Applications
Image quality assessment demo: Industry - University and Cross Domain collaboration in practice
Nonparametric EROC analysis for performance evaluation on combined detection and estimation tasks
The image processing revolution: the next step in electron microscopy
Nonparametric EROC analysis for observer performance evaluation on joint detection and estimation tasks
Automatic high-bandwidth calibration and reconstruction of arbitrarily sampled parallel MRI
Online Non-rigid Structure-from-motion based on a keyframe representation of history
Obstacle detection for pedestrians with a visual impairment based on 3D imaging
A channelized model observer for the detection and estimation of signals with unknown amplitude, orientation and size
Iterative CT reconstruction using shearlet-based regularization
Complex wavelet Joint Denoising and Demosaicing using Gaussian Scale Mixtures
Hyperspectral image deblurring with PCA and total variation
Computationally Efficient Locally Adaptive Demosaicing of Color Filter Array Images using the Dual-Tree Complex Wavelet Packet Transform
Bayesian Demoisaicing using Gaussian Scale Mixture Priors with Local Adaptivity in the Dual Tree Complex Wavelet Packet Transform Domain
Objectively Measuring Signal Detectability, Contrast, Blur and Noise in Medical Images using Channelized Joint Observers
A split-augmented Lagrangian algorithm for spectral factorization of a set of 2D directional filters and application to the design of compact shearlet frames
A Primal-Dual Algorithm For Joint Demosaicing And Deconvolution
Combined Non-Local and Multi-Resolution Sparsity Prior in Image Restoration
On the Evaluation of K-Space Trajectories for Under-Sampled MR Acquisition
Optimizing Image Quality using Test Signals: Trading off Blur, Noise and Contrast
Artifact-free resolution enhancement using a shearlet sparsity prior
Color Image Restoration and Reconstruction
On density compensation in Bayesian k-space trajectory optimization
Iterative CT reconstruction using shearlet-based regularization
Theoretical performance analysis of multi-slice channelized Hotelling observers
Combined shearlet and TV regularization in sparse-view CT reconstruction
Generalized Pixel Profiling and Comparative Segmentation With Application to Arteriovenous Malformation Segmentation
Total Least Square Kernel Regression
Augmented Lagrangian based reconstruction of non-uniformly sub-Nyquist sampled MRI data
Joint Photometric and Geometric Image Registration in the Total Least Square Sense
Reconstruction of High Dynamic Range Images with Poisson Noise Modeling and Integrated Denoising
Design of a Tight Frame of 2D Shearlets Based on a Fast Non-iterative Analysis and Synthesis algorithm
Efficient Multiscale and Multidirectional Representation of 3D Data using the 3D Discrete Shearlet Transform
On structured sparsity and selected applications in tomographic imaging
Split-Bregman-based sparse view CT reconstruction
Channelized Hotelling observers for the assessment of volumetric imaging data sets
Performance evaluation of medical LCD displays using 3D channelized Hotelling observers
Image restoration and application in biomedical processing
Subjective and objective quality evaluation of compressed medical video sequences
Visual quality assessment of H.264 and motion JPEG compressed laparoscopy video
Wavelet-Based Analysis and Estimation of Colored Noise
A GPU-accelerated real-time NLMeans algorithm for denoising color video sequences
Quantifying temporal effects of medical LCD monitors for lesion detectability
An improved fuzzy clustering approach for image segmentation
COMPASS: a Joint Framework for Parallel Imaging and Compressive Sensing in MRI
Consistent Joint Photometric and Geometric Image Registration
A Recursive Scheme for Computing Autocorrelation functions of complex wavelet subbands
T1- and T2-weighted Spatially Constrained Fuzzy C-Means Clustering for Brain MRI Segmentation
The Use of Steerable Channels for Detecting Asymmetrical Signals with Random Orientations
Using channelized Hotelling Observers to quantify temporal effect of medical liquid crystal displays on detection performance
MRI Brain Tissue Classification using Fuzzy C-Means Clustering with Spatial Information
Multiresolution image models and estimation techniques
Suppression of Correlated Noise
A Filter Design Technique for Improving the Directional Selectivity of the First Scale of the Dual-Tree Complex Wavelet Transform
An improved HDR image synthesis algorithm
Channelized Hotelling Observers for the Detection of 2D Signals in 3D Simulated Images
Channelized Hotelling Observers for Detection Tasks in Multi-Slice Images
Efficient Design of a Low Redundant Discrete Shearlet Transform
Image Denoising Using Mixtures of Projected Gaussian Scale Mixtures
Removal of Correlated Noise by Modeling the Signal of Interest in the Wavelet Domain
Optimization of medical imaging display systems: using the channelized Hotelling observer for detecting lung nodules - experimental study
Channelized observers for detection tasks in multi-slice images
Locally Adaptive Complex Wavelet-Based Demosaicing for Color Filter Array Images
Adaptive Non-Local Means Filtering of Images corrupted by Colored Noise
A 3D denoising algorithm for MRI volumes corrupted by correlated noise
An in-plane MRI resolution enhancement technique
Using Phase Information in Ultrasound RF-Signals for Tissue Characterization
Removal of Correlated Rician noise in Magnetic Resonance Imaging
Magnetic Resonance Imaging Restoration in the Presence of Correlated Noise
Space-variant Characterization of Image Noise in Computed Tomography
A fast non-local image denoising algorithm
A software simulation framework to predict clinical performance of medical displays
An improved non-local means algorithm for image denoising
Complex wavelet based demosaicing for use in digital still cameras
EM-Based Estimation of Spatially Variant Correlated Image Noise
Low-Dose CT Image Denoising By Locally Adaptive Wavelet Domain Estimation
MEdical DIsplay Simulation Chain (MEDISIC): preliminary results
Image Upscaling Using Global Multimodal Priors
Removal of Correlated Noise By Modeling Spatial Correlations and Interscale Dependencies in the Complex Wavelet Domain
Noise Removal from Images by Projecting onto Bases of Principle Components
Low Dose CD Image Denoising By Locally Adaptive Wavelet Domain Estimation
Noise Reduction of Images With Correlated Noise in the Complex Wavelet Domain
Characterization of correlated noise in video sequences and its applications to noise removal
Wavelet domain image denoising for non-stationary and signal-dependent noise
Video denoising using motion-compensated lifting wavelet transform