Bart Goossens

Orcid: 0000-0002-1666-5483

Affiliations:
  • Ghent University, Belgium


According to our database1, Bart Goossens authored at least 73 papers between 2006 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Links

Online presence:

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Bibliography

2024
An Introduction to Adversarially Robust Deep Learning.
IEEE Trans. Pattern Anal. Mach. Intell., April, 2024

A GPU optimization workflow for real-time execution of ultra-high frame rate computer vision applications.
J. Real Time Image Process., February, 2024

BotanicGarden: A High-Quality Dataset for Robot Navigation in Unstructured Natural Environments.
IEEE Robotics Autom. Lett., 2024

2023
Improving Turn Movement Count Using Cooperative Feedback.
Sensors, December, 2023

BotanicGarden: A high-quality and large-scale robot navigation dataset in challenging natural environments.
CoRR, 2023

A Pipelining-Based Heterogeneous Scheduling and Energy-Throughput Optimization Scheme for CNNs Leveraging Apache TVM.
IEEE Access, 2023

A visibility overshoot index for interventional x-ray image quality assessment.
Proceedings of the Medical Imaging 2023: Image Perception, 2023

2022
An Unsupervised Transfer Learning Framework for Visible-Thermal Pedestrian Detection.
Sensors, 2022

2021
Accelerating iterative CT reconstruction algorithms using Tensor Cores.
J. Real Time Image Process., 2021

Datasets and Evaluation for Simultaneous Localization and Mapping Related Problems: A Comprehensive Survey.
CoRR, 2021

Visible-Thermal Pedestrian Detection via Unsupervised Transfer Learning.
Proceedings of the ICIAI 2021: 2021 the 5th International Conference on Innovation in Artificial Intelligence, 2021

Resolution based Feature Distillation for Cross Resolution Person Re-Identification.
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

2020
Highly parallel steered mixture-of-experts rendering at pixel-level for image and light field data.
J. Real Time Image Process., 2020

Detecting adversarial manipulation using inductive Venn-ABERS predictors.
Neurocomputing, 2020

Regional Image Perturbation Reduces L<sub>p</sub> Norms of Adversarial Examples While Maintaining Model-to-model Transferability.
CoRR, 2020

Clip-Level Feature Aggregation: A Key Factor for Video-Based Person Re-identification.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2020

2019
Mapping a Guided Image Filter on the HARP Reconfigurable Architecture Using OpenCL.
Algorithms, 2019

Detecting adversarial examples with inductive Venn-ABERS predictors.
Proceedings of the 27th European Symposium on Artificial Neural Networks, 2019

Calibrated Multi-Probabilistic Prediction as a Defense against Adversarial Attacks.
Proceedings of the 31st Benelux Conference on Artificial Intelligence (BNAIC 2019) and the 28th Belgian Dutch Conference on Machine Learning (Benelearn 2019), 2019

2018
Dataflow management, dynamic load balancing, and concurrent processing for real-time embedded vision applications using Quasar.
Int. J. Circuit Theory Appl., 2018

Multiple Classifier Fusion and Optimization for Automatic Focal Cortical Dysplasia Detection on Magnetic Resonance Images.
IEEE Access, 2018

Quasar, a high-level programming language and development environment for designing smart vision systems on embedded platforms.
Proceedings of the 2018 Design, Automation & Test in Europe Conference & Exhibition, 2018

2017
Line-Constrained Camera Location Estimation in Multi-Image Stereomatching.
Sensors, 2017

Lower bounds on the robustness to adversarial perturbations.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Robust plane-based calibration for linear cameras.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Exploiting Reflectional and Rotational Invariance in Single Image Superresolution.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

2016
Optimal Joint Detection and Estimation That Maximizes ROC-Type Curves.
IEEE Trans. Medical Imaging, 2016

Image Denoising Using Quadtree-Based Nonlocal Means With Locally Adaptive Principal Component Analysis.
IEEE Signal Process. Lett., 2016

MATE: Machine Learning for Adaptive Calibration Template Detection.
Sensors, 2016

Real-time Machine Vision with GPU-acceleration using Quasar.
Proceedings of the Image Processing: Machine Vision Applications IX, 2016

Real-time Depth Estimation and View Interpolation using Quasar.
Proceedings of the Computational Imaging XIV, San Francisco, 2016

Decreasing Time Consumption of Microscopy Image Segmentation Through Parallel Processing on the GPU.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2016

2015
MRI Segmentation of the Human Brain: Challenges, Methods, and Applications.
Comput. Math. Methods Medicine, 2015

Rotation invariant similarity measure for non-local self-similarity based image denoising.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Variational multi-image stereo matching.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

A new 360-degree immersive game controller.
Proceedings of the 9th International Conference on Distributed Smart Camera, 2015

Quasar - a new programming framework for real-time image/video processing on GPU and CPU.
Proceedings of the 9th International Conference on Distributed Smart Camera, 2015

Point Triangulation through Polyhedron Collapse Using the l∞ Norm.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Fast and Robust Variational Optical Flow for High-Resolution Images Using SLIC Superpixels.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2015

2014
Online Non-rigid Structure-from-Motion based on a Keyframe Representation of History.
Proceedings of the VISAPP 2014, 2014

Quasar - A new heterogeneous programming framework for image and video processing algorithms on CPU and GPU.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

2013
Hyperspectral image deblurring with PCA and total variation.
Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013

Complex wavelet joint denoising and demosaicing using Gaussian scale mixtures.
Proceedings of the IEEE International Conference on Image Processing, 2013

Obstacle detection for pedestrians with a visual impairment based on 3D imaging.
Proceedings of the International Conference on 3D Imaging, 2013

Bayesian demosaicing using gaussian scale mixture priors with local adaptivity in the dual tree complex wavelet packet transform domain.
Proceedings of the Computational Imaging XI, 2013

2012
Generalized pixel profiling and comparative segmentation with application to arteriovenous malformation segmentation.
Medical Image Anal., 2012

Total least square kernel regression.
J. Vis. Commun. Image Represent., 2012

Realistic camera noise modeling with application to improved HDR synthesis.
EURASIP J. Adv. Signal Process., 2012

Optimizing image quality in MRI: On the evaluation of k-space trajectories for under-sampled MR acquisition.
Proceedings of the Fourth International Workshop on Quality of Multimedia Experience, 2012

Optimizing image quality using test signals: Trading off blur, noise and contrast.
Proceedings of the Fourth International Workshop on Quality of Multimedia Experience, 2012

A primal-dual algorithm for joint demosaicking and deconvolution.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Combined non-local and multi-resolution sparsity prior in image restoration.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

2011
Augmented Lagrangian based reconstruction of non-uniformly sub-Nyquist sampled MRI data.
Signal Process., 2011

Joint photometric and geometric image registration in the total least square sense.
Pattern Recognit. Lett., 2011

Reconstruction of High Dynamic Range images with poisson noise modeling and integrated denoising.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

2010
A recursive scheme for computing autocorrelation functions of decimated complex wavelet subbands.
IEEE Trans. Signal Process., 2010

T1- and T2-weighted spatially constrained fuzzy c-means clustering for brain MRI segmentation.
Proceedings of the Medical Imaging 2010: Image Processing, 2010

Consistent joint photometric and geometric image registration.
Proceedings of the International Conference on Image Processing, 2010

An improved fuzzy clustering approach for image segmentation.
Proceedings of the International Conference on Image Processing, 2010

Compass: a joint framework for Parallel Imaging and Compressive Sensing in MRI.
Proceedings of the International Conference on Image Processing, 2010

A GPU-Accelerated Real-Time NLMeans Algorithm for Denoising Color Video Sequences.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2010

2009
Image Denoising Using Mixtures of Projected Gaussian Scale Mixtures.
IEEE Trans. Image Process., 2009

Removal of Correlated Noise by Modeling the Signal of Interest in the Wavelet Domain.
IEEE Trans. Image Process., 2009

Channelized hotelling observers for the detection of 2D signals in 3D simulated images.
Proceedings of the International Conference on Image Processing, 2009

An improved HDR image synthesis algorithm.
Proceedings of the International Conference on Image Processing, 2009

A filter design technique for improving the directional selectivity of the first scale of the Dual-Tree complex wavelet transform.
Proceedings of the International Conference on Image Processing, 2009

2008
A fast non-local image denoising algorithm.
Proceedings of the Image Processing: Algorithms and Systems VI, 2008

EM-based estimation of spatially variant correlated image noise.
Proceedings of the International Conference on Image Processing, 2008

Removal of correlated Rician noise in Magnetic Resonance Imaging.
Proceedings of the 2008 16th European Signal Processing Conference, 2008

2007
Removal of Correlated Noise by Modeling Spatial Correlations and Interscale Dependencies in the Complex Wavelet Domain.
Proceedings of the International Conference on Image Processing, 2007

Image Upscaling Using Global Multimodal Priors.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2007

Noise Removal from Images by Projecting onto Bases of Principal Components.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2007

2006
Wavelet Domain Image Denoising for Non-Stationary Noise and Signal-Dependent Noise.
Proceedings of the International Conference on Image Processing, 2006


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