Bart Goossens

IEEE Trans. Pattern Anal. Mach. Intell., April, 2024

A GPU optimization workflow for real-time execution of ultra-high frame rate computer vision applications.

[BibT_eX]

[DOI]

Mohsen Nourazar

Brian G. Booth

J. Real Time Image Process., February, 2024

BotanicGarden: A High-Quality Dataset for Robot Navigation in Unstructured Natural Environments.

[BibT_eX]

[DOI]

IEEE Robotics Autom. Lett., 2024

Robust width: A lightweight and certifiable adversarial defense.

[BibT_eX]

[DOI]

CoRR, 2024

2023

Improving Turn Movement Count Using Cooperative Feedback.

[BibT_eX]

[DOI]

Patrick Heyer-Wollenberg

Sensors, December, 2023

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

[BibT_eX]

[DOI]

CoRR, 2023

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

[BibT_eX]

[DOI]

Delia Velasco-Montero

Jorge Fernández-Berni

Ángel Rodríguez-Vázquez

IEEE Access, 2023

A visibility overshoot index for interventional x-ray image quality assessment.

[BibT_eX]

[DOI]

Asli Kumcu

Ljiljana Platisa

Amber J. Gislason-Lee

Proceedings of the Medical Imaging 2023: Image Perception, 2023

2022

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

[BibT_eX]

[DOI]

Sensors, 2022

2021

Accelerating iterative CT reconstruction algorithms using Tensor Cores.

[BibT_eX]

[DOI]

Mohsen Nourazar

J. Real Time Image Process., 2021

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

[BibT_eX]

[DOI]

CoRR, 2021

Visible-Thermal Pedestrian Detection via Unsupervised Transfer Learning.

[BibT_eX]

[DOI]

Chengjin Lyu

Patrick Heyer-Wollenberg

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

J. Real Time Image Process., 2020

Detecting adversarial manipulation using inductive Venn-ABERS predictors.

[BibT_eX]

[DOI]

Neurocomputing, 2020

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

[BibT_eX]

[DOI]

CoRR, 2020

Clip-Level Feature Aggregation: A Key Factor for Video-Based Person Re-identification.

[BibT_eX]

[DOI]

Chengjin Lyu

Patrick Heyer-Wollenberg

Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2020

2019

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

[BibT_eX]

[DOI]

Thomas Faict

Erik H. D'Hollander

Algorithms, 2019

Detecting adversarial examples with inductive Venn-ABERS predictors.

[BibT_eX]

[DOI]

Proceedings of the 27th European Symposium on Artificial Neural Networks, 2019

Calibrated Multi-probabilistic Prediction as a Defense Against Adversarial Attacks.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence and Machine Learning, 2019

2018

Dataflow management, dynamic load balancing, and concurrent processing for real-time embedded vision applications using Quasar.

[BibT_eX]

[DOI]

Int. J. Circuit Theory Appl., 2018

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

[BibT_eX]

[DOI]

IEEE Access, 2018

Quasar, a high-level programming language and development environment for designing smart vision systems on embedded platforms.

[BibT_eX]

[DOI]

Proceedings of the 2018 Design, Automation & Test in Europe Conference & Exhibition, 2018

2017

Line-Constrained Camera Location Estimation in Multi-Image Stereomatching.

[BibT_eX]

[DOI]

Simon Donné

Sensors, 2017

Lower bounds on the robustness to adversarial perturbations.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Exploiting Reflectional and Rotational Invariance in Single Image Superresolution.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Adam Wunderlich

Craig K. Abbey

IEEE Trans. Medical Imaging, 2016

Image Denoising Using Quadtree-Based Nonlocal Means With Locally Adaptive Principal Component Analysis.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2016

MATE: Machine Learning for Adaptive Calibration Template Detection.

[BibT_eX]

[DOI]

Sensors, 2016

Real-time Machine Vision with GPU-acceleration using Quasar.

[BibT_eX]

[DOI]

Proceedings of the Image Processing: Machine Vision Applications IX, 2016

Real-time Depth Estimation and View Interpolation using Quasar.

[BibT_eX]

[DOI]

Proceedings of the Computational Imaging XIV, San Francisco, 2016

Decreasing Time Consumption of Microscopy Image Segmentation Through Parallel Processing on the GPU.

[BibT_eX]

[DOI]

Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2016

2015

MRI Segmentation of the Human Brain: Challenges, Methods, and Applications.

[BibT_eX]

[DOI]

Ivana Despotovic

Comput. Math. Methods Medicine, 2015

Rotation invariant similarity measure for non-local self-similarity based image denoising.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Variational multi-image stereo matching.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

A new 360-degree immersive game controller.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Distributed Smart Camera, 2015

Point Triangulation through Polyhedron Collapse Using the l∞ Norm.

[BibT_eX]

[DOI]

Simon Donné

Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Fast and Robust Variational Optical Flow for High-Resolution Images Using SLIC Superpixels.

[BibT_eX]

[DOI]

Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2015

2014

Online Non-rigid Structure-from-Motion based on a Keyframe Representation of History.

[BibT_eX]

[DOI]

Proceedings of the VISAPP 2014, 2014

Quasar - A new heterogeneous programming framework for image and video processing algorithms on CPU and GPU.

[BibT_eX]

[DOI]

Jonas De Vylder

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

2013

Hyperspectral image deblurring with PCA and total variation.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Image Processing, 2013

Obstacle detection for pedestrians with a visual impairment based on 3D imaging.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the Computational Imaging XI, 2013

2012

Generalized pixel profiling and comparative segmentation with application to arteriovenous malformation segmentation.

[BibT_eX]

[DOI]

Medical Image Anal., 2012

Total least square kernel regression.

[BibT_eX]

[DOI]

J. Vis. Commun. Image Represent., 2012

Realistic camera noise modeling with application to improved HDR synthesis.

[BibT_eX]

[DOI]

EURASIP J. Adv. Signal Process., 2012

Optimizing image quality in MRI: On the evaluation of k-space trajectories for under-sampled MR acquisition.

[BibT_eX]

[DOI]

Proceedings of the Fourth International Workshop on Quality of Multimedia Experience, 2012

Optimizing image quality using test signals: Trading off blur, noise and contrast.

[BibT_eX]

[DOI]

Proceedings of the Fourth International Workshop on Quality of Multimedia Experience, 2012

A primal-dual algorithm for joint demosaicking and deconvolution.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Combined non-local and multi-resolution sparsity prior in image restoration.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE International Conference on Image Processing, 2012

2011

Augmented Lagrangian based reconstruction of non-uniformly sub-Nyquist sampled MRI data.

[BibT_eX]

[DOI]

Signal Process., 2011

Joint photometric and geometric image registration in the total least square sense.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2011

Reconstruction of High Dynamic Range images with poisson noise modeling and integrated denoising.

[BibT_eX]

[DOI]

Proceedings of the 18th IEEE International Conference on Image Processing, 2011

2010

A recursive scheme for computing autocorrelation functions of decimated complex wavelet subbands.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2010

T1- and T2-weighted spatially constrained fuzzy c-means clustering for brain MRI segmentation.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2010: Image Processing, 2010

Consistent joint photometric and geometric image registration.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2010

An improved fuzzy clustering approach for image segmentation.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2010

Compass: a joint framework for Parallel Imaging and Compressive Sensing in MRI.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2010

A GPU-Accelerated Real-Time NLMeans Algorithm for Denoising Color Video Sequences.

[BibT_eX]

[DOI]

Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2010

2009

Image Denoising Using Mixtures of Projected Gaussian Scale Mixtures.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2009

Removal of Correlated Noise by Modeling the Signal of Interest in the Wavelet Domain.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2009

Channelized hotelling observers for the detection of 2D signals in 3D simulated images.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2009

An improved HDR image synthesis algorithm.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2009

2008

A fast non-local image denoising algorithm.

[BibT_eX]

[DOI]

Proceedings of the Image Processing: Algorithms and Systems VI, 2008

EM-based estimation of spatially variant correlated image noise.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2008

Removal of correlated Rician noise in Magnetic Resonance Imaging.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2007

Image Upscaling Using Global Multimodal Priors.

[BibT_eX]

[DOI]

Hiêp Quang Luong

Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2007

Noise Removal from Images by Projecting onto Bases of Principal Components.

[BibT_eX]

[DOI]

Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2007

2006

Wavelet Domain Image Denoising for Non-Stationary Noise and Signal-Dependent Noise.

[BibT_eX]

[DOI]