Marc Van Droogenbroeck

Orcid: 0000-0001-6260-6487

Affiliations:
  • Université de Liège, Belgium


According to our database1, Marc Van Droogenbroeck authored at least 81 papers between 1994 and 2023.

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

Timeline

Legend:

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Bibliography

2023
SoccerNet 2023 Challenges Results.
CoRR, 2023

NA-SODINN: a deep learning algorithm for exoplanet image detection based on residual noise regimes.
CoRR, 2023

Mixture Domain Adaptation to Improve Semantic Segmentation in Real-World Surveillance.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, 2023

A technique to jointly estimate depth and depth uncertainty for unmanned aerial vehicles.
Proceedings of the 30th International Conference on Systems, Signals and Image Processing, 2023

Adaptive Self-Training for Object Detection.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

SoccerNet-Caption: Dense Video Captioning for Soccer Broadcasts Commentaries.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Online Distillation with Continual Learning for Cyclic Domain Shifts.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

VARS: Video Assistant Referee System for Automated Soccer Decision Making from Multiple Views.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Towards Active Learning for Action Spotting in Association Football Videos.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
Parallax Inference for Robust Temporal Monocular Depth Estimation in Unstructured Environments.
Sensors, 2022

SoccerNet 2022 Challenges Results.
CoRR, 2022

Error-rate in Viterbi decoding of a duobinary signal in presence of noise and distortions: theory and simulation.
CoRR, 2022

An exploration of the performances achievable by combining unsupervised background subtraction algorithms.
CoRR, 2022


Semi-Supervised Training to Improve Player and Ball Detection in Soccer.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

SoccerNet-Tracking: Multiple Object Tracking Dataset and Benchmark in Soccer Videos.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

2021
Survey and Synthesis of State of the Art in Driver Monitoring.
Sensors, 2021

M4Depth: A motion-based approach for monocular depth estimation on video sequences.
CoRR, 2021

SoccerNet-v2: A Dataset and Benchmarks for Holistic Understanding of Broadcast Soccer Videos.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

Camera Calibration and Player Localization in SoccerNet-v2 and Investigation of Their Representations for Action Spotting.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

2020
Asynchronous Semantic Background Subtraction.
J. Imaging, 2020

Ghost Loss to Question the Reliability of Training Data.
IEEE Access, 2020

Summarizing The Performances Of A Background Subtraction Algorithm Measured On Several Videos.
Proceedings of the IEEE International Conference on Image Processing, 2020

Real-Time Semantic Background Subtraction.
Proceedings of the IEEE International Conference on Image Processing, 2020

Multimodal and multiview distillation for real-time player detection on a football field.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

A Context-Aware Loss Function for Action Spotting in Soccer Videos.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019
An Effective Hit-or-Miss Layer Favoring Feature Interpretation as Learned Prototypes Deformations.
CoRR, 2019

Dual Approaches for Elliptic Hough Transform: Eccentricity/Orientation vs Center Based.
Proceedings of the Discrete Geometry for Computer Imagery, 2019

Mid-Air: A Multi-Modal Dataset for Extremely Low Altitude Drone Flights.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

ARTHuS: Adaptive Real-Time Human Segmentation in Sports Through Online Distillation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

Ordinal Pooling.
Proceedings of the 30th British Machine Vision Conference 2019, 2019

2018
Multi-Timescale Drowsiness Characterization Based on a Video of a Driver's Face.
Sensors, 2018

Probabilistic Framework for the Characterization of Surfaces and Edges in Range Images, with Application to Edge Detection.
IEEE Trans. Pattern Anal. Mach. Intell., 2018

LaBGen-P-Semantic: A First Step for Leveraging Semantic Segmentation in Background Generation.
J. Imaging, 2018

HitNet: a neural network with capsules embedded in a Hit-or-Miss layer, extended with hybrid data augmentation and ghost capsules.
CoRR, 2018

A Bottom-Up Approach Based on Semantics for the Interpretation of the Main Camera Stream in Soccer Games.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

2017
LaBGen: A method based on motion detection for generating the background of a scene.
Pattern Recognit. Lett., 2017

Semantic background subtraction.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Is a Memoryless Motion Detection Truly Relevant for Background Generation with LaBGen?
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2017

A Two-Step Methodology for Human Pose Estimation Increasing the Accuracy and Reducing the Amount of Learning Samples Dramatically.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2017

2016
Deep background subtraction with scene-specific convolutional neural networks.
Proceedings of the International Conference on Systems, Signals and Image Processing, 2016

Enhancing Cover Song Identification with Hierarchical Rank Aggregation.
Proceedings of the 17th International Society for Music Information Retrieval Conference, 2016

LaBGen-P: A pixel-level stationary background generation method based on LaBGen.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Leveraging Orientation Knowledge to Enhance Human Pose Estimation Methods.
Proceedings of the Articulated Motion and Deformable Objects, 2016

2015
A Perfect Estimation of a Background Image Does Not Lead to a Perfect Background Subtraction: Analysis of the Upper Bound on the Performance.
Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2015 Workshops, 2015

Simple Median-Based Method for Stationary Background Generation Using Background Subtraction Algorithms.
Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2015 Workshops, 2015

Time Ordering Shuffling for Improving Background Subtraction.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2015

A Generic Feature Selection Method for Background Subtraction Using Global Foreground Models.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2015

2014
A New Three Object Triangulation Algorithm for Mobile Robot Positioning.
IEEE Trans. Robotics, 2014

BeAMS: A Beacon-Based Angle Measurement Sensor for Mobile Robot Positioning.
IEEE Trans. Robotics, 2014

Performances of low-level audio classifiers for large-scale music similarity.
Proceedings of the International Conference on Systems, Signals and Image Processing, 2014

Design of a reliable processing pipeline for the non-intrusive measurement of feet trajectories with lasers.
Proceedings of the IEEE International Conference on Acoustics, 2014

Evaluation of pairwise calibration techniques for range cameras and their ability to detect a misalignment.
Proceedings of the 2014 International Conference on 3D Imaging, 2014

A physically motivated pixel-based model for background subtraction in 3D images.
Proceedings of the 2014 International Conference on 3D Imaging, 2014

Machine learning techniques to assess the performance of a gait analysis system.
Proceedings of the 22th European Symposium on Artificial Neural Networks, 2014

Data normalization and supervised learning to assess the condition of patients with multiple sclerosis based on gait analysis.
Proceedings of the 22th European Symposium on Artificial Neural Networks, 2014

2013
GAIMS: A Reliable Non-Intrusive Gait Measuring System.
ERCIM News, 2013

Efficient database pruning for large-scale cover song recognition.
Proceedings of the IEEE International Conference on Acoustics, 2013

2012
On the Human Pose Recovery based on a Single View.
Proceedings of the ICPRAM 2012, 2012

Estimation of Human Orientation based on Silhouettes and Machine Learning Principles.
Proceedings of the ICPRAM 2012, 2012

Background subtraction: Experiments and improvements for ViBe.
Proceedings of the 2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2012

2011
ViBe: A Universal Background Subtraction Algorithm for Video Sequences.
IEEE Trans. Image Process., 2011

Object Descriptors Based on a List of Rectangles: Method and Algorithm.
Proceedings of the Mathematical Morphology and Its Applications to Image and Signal Processing, 2011

A probabilistic pixel-based approach to detect humans in video streams.
Proceedings of the IEEE International Conference on Acoustics, 2011

A new jump edge detection method for 3D cameras.
Proceedings of the International Conference on 3D Imaging, 2011

Analysis of a robot positioning system based on a rotating receiver, beacons, and coded signals.
Proceedings of the 19th European Signal Processing Conference, 2011

A New Three Object Triangulation Algorithm Based on the Power Center of Three Circles.
Proceedings of the Research and Education in Robotics - EUROBOT 2011, 2011

Estimation of Human Orientation in Images Captured with a Range Camera.
Proceedings of the Advances Concepts for Intelligent Vision Systems, 2011

2010
An Evaluation of Pixel-Based Methods for the Detection of Floating Objects on the Sea Surface.
EURASIP J. Adv. Signal Process., 2010

A Virtual Curtain for the Detection of Humans and Access Control.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2010

2009
Frontal-view gait recognition by intra- and inter-frame rectangle size distribution.
Pattern Recognit. Lett., 2009

Combining Color, Depth, and Motion for Video Segmentation.
Proceedings of the Computer Vision Systems, 2009

ViBE: A powerful random technique to estimate the background in video sequences.
Proceedings of the IEEE International Conference on Acoustics, 2009

Design of a morphological moving object signature and application to human identification.
Proceedings of the IEEE International Conference on Acoustics, 2009

2006
Robust Analysis of Silhouettes by Morphological Size Distributions.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2006

2005
Morphological Erosions and Openings: Fast Algorithms Based on Anchors.
J. Math. Imaging Vis., 2005

Design of Statistical Measures for the Assessment of Image Segmentation Schemes.
Proceedings of the Computer Analysis of Images and Patterns, 11th International Conference, 2005

2003
New methods for handling the range dependence of the clutter spectrum in non-sidelooking monostatic STAP radars.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

Segmentation by Adaptive Prediction and Region Merging.
Proceedings of the Seventh International Conference on Digital Image Computing: Techniques and Applications, 2003

1996
Fast computation of morphological operations with arbitrary structuring elements.
Pattern Recognit. Lett., 1996

1994
On the Implementation of Morphological Operations.
Proceedings of the 2nd International Symposium on Mathematical Morphology and Its Applications to Image Processing, 1994


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