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Publications of Marc Van Droogenbroeck
Articles in journal or book chapters
  1. Carles Cantero, Olivier Absil, Carl-Henrik Dahlqvist, and Marc Van Droogenbroeck. NA-SODINN: A deep learning algorithm for exoplanet image detection based on residual noise regimes. Astronomy & Astrophysics, 680:1-24, December 2023. Keyword(s): Exoplanet, Detection, High-contrast imaging, Noise, Noise regime, Gaussian, Laplacian, NA-SODINN. [bibtex-entry]


  2. Anthony Cioppa, Silvio Giancola, Vladimir Somers, Floriane Magera, Xin Zhou, Hassan Mkhallati, Adrien Deliège, Jan Held, Carlos Hinojosa, Amir M. Mansourian, Pierre Miralles, Olivier Barnich, Christophe De Vleeschouwer, Alexandre Alahi, Bernard Ghanem, Marc Van Droogenbroeck, and et al.. SoccerNet 2023 Challenges Results. arXiv, abs/2309.06006, 2023. Keyword(s): SoccerNet, Challenge. [bibtex-entry]


  3. Giovanny Moncayo-Unda, Marc Van Droogenbroeck, Ismaël Saadi, and Mario Cools. A longitudinal analysis of the COVID-19 effects on the variability in Human Activity Spaces in Quito, Ecuador. Journal of Transport Geography, 113:1-13, December 2023. Keyword(s): Google location history, Activity point location, Human activity space, Travel, Covid, Timeline tracking, Longitudinal data. [bibtex-entry]


  4. Anthony Cioppa, Adrien Deliège, Silvio Giancola, Bernard Ghanem, and Marc Van Droogenbroeck. Scaling up SoccerNet with multi-view spatial localization and re-identification. Scientific Data, 9(1), June 2022. Keyword(s): SoccerNet-v3, Human Tracking, Player Tracking, Soccer, Football, Deep learning, Machine learning, Artificial intelligence, ARIAC. [bibtex-entry]


  5. Michaël Fonder, Damien Ernst, and Marc Van Droogenbroeck. Parallax Inference for Robust Temporal Monocular Depth Estimation in Unstructured Environments. Sensors, 22(23):1-22, December 2022. Keyword(s): Depth, Depth estimation, Deep learning, Drone, UAV, Parallax. [bibtex-entry]


  6. Henri Mertens and Marc Van Droogenbroeck. Error-rate in Viterbi decoding of a duobinary signal in presence of noise and distortions: theory and simulation. arXiv, abs/2209.01360, 2022. Keyword(s): Viterbi, Decoder, Modulation, Noise, Distortion. [bibtex-entry]


  7. Giovanny Moncayo-Unda, Marc Van Droogenbroeck, Ismaël Saadi, and Mario Cools. An anonymised longitudinal GPS location dataset to understand changes in activity-travel behaviour between pre- and post-COVID periods. Data in Brief, 45:1-15, November 2022. Keyword(s): Google location history, GPS, Activity point location, Travel, Covid, Timeline tracking, Longitudinal data. [bibtex-entry]


  8. Sébastien Piérard, Marc Braham, and Marc Van Droogenbroeck. An exploration of the performances achievable by combining unsupervised background subtraction algorithms. ArXiv, abs/2202.12563, February 2022. Keyword(s): Background subtraction, Combination, Majority vote, BKS, Evaluation, Performance, Summarization, Change detection, Classification performance, CDNet 2014, ARIAC. [bibtex-entry]


  9. Renaud Vandeghen, Gilles Louppe, and Marc Van Droogenbroeck. Adaptive Self-Training for Object Detection. arXiv, abs/2212.05911, December 2022. Keyword(s): Semi-supervised, Self training, Object detection, Artificial intelligence, Machine learning, Deep learning. [bibtex-entry]


  10. Faustine Cantalloube, Carlos Gomez-Gonzalez, Olivier Absil, Carles Cantero, Regis Bacher, Markus Bonse, Michael Bottom, Carl-Henrik Dahlqvist, Célia Desgrange, Olivier Flasseur, Thomas Fuhrmann, Thomas H. Henning, Rebecca Jensen-Clem, Matthew Kenworthy, Dimitri Mawet, Dino Mesa, Tiffany Meshkat, David Mouillet, André Müller, Evert Nasedkin, Benoit Pairet, Sébastien Piérard, Jean-Baptiste Ruffio, Matthias Samland, Jordan Stone, and Marc Van Droogenbroeck. Exoplanet imaging data challenge: benchmarking the various image processing methods for exoplanet detection. ArXiv, abs/2101.05080, January 2021. Keyword(s): Exoplanet, Benchmarking, Challenge. [bibtex-entry]


  11. Anaïs Halin, Jacques G. Verly, and Marc Van Droogenbroeck. Survey and synthesis of state of the art in driver monitoring. Sensors, 21(16):1-49, August 2021. Keyword(s): Driver monitoring, Driver state, Survey, Sensor, Indicator, Drowsiness, Mental workload, Distraction, Emotion, Under the influence. [bibtex-entry]


  12. Anthony Cioppa, Marc Braham, and Marc Van Droogenbroeck. Asynchronous semantic background subtraction. Journal of Imaging, 6(50):1-20, June 2020. Keyword(s): Background subtraction, Real time, Change detection, Semantic segmentation, Semantic background subtraction, CDNet 2014, DeepSport. [bibtex-entry]


  13. Adrien Deliège, Anthony Cioppa, and Marc Van Droogenbroeck. Ghost Loss to Question the Reliability of Training Data. IEEE Access, 8:44774-44782, March 2020. Keyword(s): Deep learning, Machine learning, Ghost, Artificial Intelligence, Training data, DeepSport. [bibtex-entry]


  14. Vincent Pierlot and Marc Van Droogenbroeck. Statistical analysis of modulated codes for robot positioning: application to BeAMS. TechRxiv, 11:1-55, 2019. Keyword(s): Angle, Angle measurement, Estimator, Mean, Variance, Probability density function, Mobile robot, Beacon, BeAMS, Code, Statistics, Positioning, Triangulation, Infrared signal, Code modulation, On-off keying. [bibtex-entry]


  15. Adrien Deliège, Anthony Cioppa, and Marc Van Droogenbroeck. HitNet: a neural network with capsules embedded in a Hit-or-Miss layer, extended with hybrid data augmentation and ghost capsules. ArXiv, abs/1806.06519, June 2018. Keyword(s): Neural network, Deep learning, Machine learning, Artificial intelligence, Hit-or-Miss layer, Capsule, Ghost capsule, NMISTi, DeepSport. [bibtex-entry]


  16. Carlos Gomez Gonzalez, Olivier Absil, and Marc Van Droogenbroeck. Supervised detection of exoplanets in high-contrast imaging sequences. Astronomy & Astrophysics, 613:1-13, May 2018. Keyword(s): Deep learning, SODINN, VORTEX project, High angular resolution, Image processing, Detection of planets, Sparse decomposition, Detection, Planets and satellites. [bibtex-entry]


  17. Benjamin Laugraud, Sébastien Piérard, and Marc Van Droogenbroeck. LaBGen-P-Semantic: A First Step for Leveraging Semantic Segmentation in Background Generation. Journal of Imaging, 4(7):86, June 2018. Keyword(s): Background generation, Background initialization, LaBGen, Semantics. [bibtex-entry]


  18. Antoine Lejeune, Jacques G. Verly, and Marc Van Droogenbroeck. Probabilistic Framework for the Characterization of Surfaces and Edges in Range Images, with Application to Edge Detection. IEEE Transactions on Pattern Analysis and Machine Intelligence, 40(9):2209-2222, September 2018. Keyword(s): 3D, Range, Depth, Time-of-Flight, Probability density function, Edge detection, Surface, Kinect, Probabilistic framework. [bibtex-entry]


  19. Quentin Massoz, Jacques Verly, and Marc Van Droogenbroeck. Multi-timescale drowsiness characterization based on a video of a driver's face. Sensors, 18(9):1-17, August 2018. Keyword(s): Drowsiness, Driver monitoring, Face, Eye closure, Pyschomotor vigilance test, Reaction time, CNN, Deep learning. [bibtex-entry]


  20. Carlos Alberto Gomez Gonzalez, Olivier Wertz, Olivier Absil, Valentin Christiaens, Denis Defrère, Dimitri Mawet, Julien Milli, Pierre-Antoine Absil, Marc Van Droogenbroeck, Faustine Cantalloube, Philip M. Hinz, Andrew J. Skemer, Mikael Karlsson, and Jean Surdej. VIP: Vortex Image Processing package for high-contrast direct imaging. The Astronomical Journal, 154(1):7:1-7:12, July 2017. Keyword(s): Exoplanet, High-contrast imaging, Vortex, VIP. [bibtex-entry]


  21. Philippe Latour and Marc Van Droogenbroeck. The LNQ25 and ELN PVT Metrics Exhibit a Good Sensitivity to Sleep Deprivation and are Independent from the Subject. Sleep Medicine, 40:178-179, December 2017. Keyword(s): PVT metrics, Metrics, Drowsiness, Automatic alertness monitoring, Fatigue management. [bibtex-entry]


  22. Benjamin Laugraud, Sébastien Piérard, and Marc Van Droogenbroeck. LaBGen: A Method Based on Motion Detection for Generating the Background of a Scene. Pattern Recognition Letters, 96:12-21, 2017. Keyword(s): LaBGen, Background initialization, Background generation, Background subtraction, SBMI dataset, SBMC contest. [bibtex-entry]


  23. Carlos Gomez Gonzalez, Olivier Absil, Pierre-antoine Absil, Marc Van Droogenbroeck, Dimitri Mawet, and Jean Surdej. Low-rank plus sparse decomposition for exoplanet detection in direct imaging ADI sequences: The LLSG algorithm. Astronomy & Astrophysics, 589(A54):1-9, May 2016. Keyword(s): VORTEX project, High angular resolution, Image processing, Detection of planets, Sparse decomposition, Detection, Planets and satellites. [bibtex-entry]


  24. Sébastien Piérard, Antoine Lejeune, and Marc Van Droogenbroeck. Boosting Shape Classifiers Accuracy by Considering the Inverse Shape. Journal of Pattern Recognition Research, 11(1):41-54, 2016. Keyword(s): Shape descriptor, Inverse shape, Object classification, Cover by rectangles, Zernike moments. [bibtex-entry]


  25. Samir Azrour, Sébastien Piérard, and Marc Van Droogenbroeck. Defining a score based on gait analysis for the longitudinal follow-up of MS patient. Multiple Sclerosis Journal, 23(S11):408-409, September 2015. Note: Proceedings of ECTRIMS 2015 (Barcelona, Spain), P817. Keyword(s): GAIMS, Gait analysis, Multiple sclerosis, EDSS. [bibtex-entry]


  26. Amaury Giet, Sébastien Piérard, Marguerite Foidart-Dessalle, Marc Van Droogenbroeck, and Rémy Phan-Ba. Assessment of physical therapy and activity in multiple sclerosis (APTAIMS): development, reliability and validity of a new questionnaire. Multiple Sclerosis Journal, 21(4):531, April 2015. Note: Proceedings of Rehabilitation in Multiple Sclerosis (RIMS) 2015 (Milano, Italy). Keyword(s): GAIMS, Multiple sclerosis. [bibtex-entry]


  27. Rémy Phan-Ba, Sébastien Piérard, Amaury Giet, and Marc Van Droogenbroeck. Individual variation of gait characteristics along a 500 meter walk in people with multiple sclerosis and healthy volunteers. Multiple Sclerosis Journal, 21(4):532-533, April 2015. Note: Proceedings of Rehabilitation in Multiple Sclerosis (RIMS) 2015 (Milano, Italy). Keyword(s): GAIMS, Multiple sclerosis, Gait analysis. [bibtex-entry]


  28. Sébastien Piérard, Rémy Phan-Ba, Amaury Giet, and Marc Van Droogenbroeck. GAIMS: a tool specifically developed for the clinical gait analysis of patients with multiple sclerosis. Multiple Sclerosis Journal, 21(4):498-499, April 2015. Note: Proceedings of Rehabilitation in Multiple Sclerosis (RIMS) 2015 (Milano, Italy). Keyword(s): GAIMS, Motor fatigue, Gait analysis, Multiple sclerosis. [bibtex-entry]


  29. Sébastien Piérard, Rémy Phan-Ba, and Marc Van Droogenbroeck. Understanding how people with MS get tired while walking. Multiple Sclerosis Journal, 23(S11):406, September 2015. Note: Proceedings of ECTRIMS 2015 (Barcelona, Spain), P812. Keyword(s): GAIMS, Multiple Sclerosis, Gait, Motor fatigue. [bibtex-entry]


  30. Pierre-Marc Jodoin, Sébastien Piérard, Y. Wang, and Marc Van Droogenbroeck. Overview and Benchmarking of Motion Detection Methods. In T. Bouwmans, F. Porikli, B. Hoferlin, and A. Vacavant, editors, Background Modeling and Foreground Detection for Video Surveillance, chapter 24. Chapman and Hall/CRC, July 2014. Keyword(s): Background subtraction, Book. [bibtex-entry]


  31. Marc Van Droogenbroeck and Olivier Barnich. ViBe: A Disruptive Method for Background Subtraction. In T. Bouwmans, F. Porikli, B. Hoferlin, and A. Vacavant, editors, Background Modeling and Foreground Detection for Video Surveillance, chapter 7, pages 7.1-7.23. Chapman and Hall/CRC, July 2014. Keyword(s): Background subtraction, ViBe, Book. [bibtex-entry]


  32. Vincent Pierlot and Marc Van Droogenbroeck. A new three object triangulation algorithm for mobile robot positioning. IEEE Transactions on Robotics, 30(3):566-577, June 2014. Keyword(s): Mobile robot, Positioning, Triangulation, Resection, Surveying, Source code. [bibtex-entry]


  33. Vincent Pierlot and Marc Van Droogenbroeck. BeAMS: a Beacon based Angle Measurement Sensor for mobile robot positioning. IEEE Transactions on Robotics, 30(3):533-549, June 2014. Keyword(s): Angle measurement, Beacons, Infrared detector, Mobile robot, Robot sensing system, Positioning, Triangulation. [bibtex-entry]


  34. Sébastien Piérard, Samir Azrour, Rémy Phan-Ba, V. Delvaux, P. Maquet, and Marc Van Droogenbroeck. Diagnosing multiple sclerosis with a gait measuring system, an analysis of the motor fatigue, and machine learning. Multiple Sclerosis Journal, 20(S1):171, September 2014. Note: Proceedings of ACTRIMS/ECTRIMS 2014 (Boston, USA), P232. Keyword(s): GAIMS, Multiple Sclerosis, Gait, Motor Fatigue. [bibtex-entry]


  35. Rémy Phan-Ba, Sébastien Piérard, E. Lommers, G. Delrue, P. Calay, Marc Van Droogenbroeck, V. Delvaux, and P. Maquet. Relative Contribution of Walking Speed, Ataxia and Gait asymmetry to the Composition of Gait in Multiple Sclerosis. Multiple Sclerosis Journal, 19(S1):261, October 2013. Note: Proceedings of ECTRIMS/RIMS 2013 (Copenhagen, Denmark), P608. Keyword(s): GAIMS, Multiple Sclerosis, Gait, Walking speed, Ataxia. [bibtex-entry]


  36. Sébastien Piérard, Samir Azrour, Rémy Phan-Ba, and Marc Van Droogenbroeck. GAIMS: A Reliable Non-Intrusive Gait Measuring System. ERCIM News, 95:26-27, October 2013. Keyword(s): Multiple Sclerosis, Gait, Outcome measure, GAIMS, Immersion, Machine learning. [bibtex-entry]


  37. Sébastien Piérard, Rémy Phan-Ba, V. Delvaux, P. Maquet, and Marc Van Droogenbroeck. GAIMS: a powerful gait analysis system satisfying the constraints of clinical routine. Multiple Sclerosis Journal, 19(S1):359, October 2013. Note: Proceedings of ECTRIMS/RIMS 2013 (Copenhagen, Denmark), P800. Keyword(s): Multiple Sclerosis, Gait, Outcome measure, GAIMS. [bibtex-entry]


  38. Shibeshih Mitiku Belachew, Sébastien Piérard, Rémy Phan-Ba, and Marc Van Droogenbroeck. Multimodal evaluation of gait and stride dynamics in relapsing and progressive forms of multiple sclerosis. Proceedings of the Belgian Royal Academies of Medicine, 1:66-69, 2012. Keyword(s): Multiple Sclerosis, Gait, Walking speed, Ataxia, Motor fatigue, Foot dynamics, Stride, GAIMS, Ambulation sclerosis. [bibtex-entry]


  39. Antoine Lejeune, Sébastien Piérard, Marc Van Droogenbroeck, and Jacques Verly. Utilisation de la Kinect. Linux Magazine France, 151:16-29, Juillet-Août 2012. Keyword(s): Kinect, Image processing, 3D, Range, Depth map, Acquisition. [bibtex-entry]


  40. Olivier Barnich and Marc Van Droogenbroeck. ViBe: A universal background subtraction algorithm for video sequences. IEEE Transactions on Image Processing, 20(6):1709-1724, June 2011. Keyword(s): ViBe, Background, Background subtraction, Segmentation, Motion, Motion detection, Software, Source code. [bibtex-entry]


  41. Thierry Géraud, Hugues Talbot, and Marc Van Droogenbroeck. Algorithms for mathematical morphology, chapter 12, pages 323-353. ISTE & Wiley, 2010. Keyword(s): Algorithm, Morphology, Mathematical morphology. [bibtex-entry]


  42. Thierry Géraud, Hugues Talbot, and Marc Van Droogenbroeck. Morphologie et Algorithmes, chapter 6, pages 151-180. Lavoisier, 2010. Keyword(s): Algorithm, Morphology, Mathematical morphology. [bibtex-entry]


  43. Alexandre Borghgraef, Olivier Barnich, Fabian Lapierre, Marc Van Droogenbroeck, Wilfried Philips, and Marc Acheroy. An evaluation of pixel-based methods for the detection of floating objects on the sea surface. EURASIP Journal on Advances in Signal Processing, 2010:11 pages, 2010. Keyword(s): Sea, Object detection, Motion detection, Background subtraction, Background, ViBe. [bibtex-entry]


  44. Marc Van Droogenbroeck. Anchors of morphological operators and algebraic openings, volume 158 of Advances in Imaging and Electronic Physics, chapter 5, pages 173-201. Academic Press, August 2009. Keyword(s): Image processing, Mathematical morphology, Algorithm, Opening, Algebra, Transform, Granulometry. [bibtex-entry]


  45. Olivier Barnich and Marc Van Droogenbroeck. Frontal-view gait recognition by intra- and inter-frame rectangle size distribution. Pattern Recognition Letters, 30(10):893-901, July 2009. Keyword(s): Video, Gait recognition, Morphology. [bibtex-entry]


  46. Olivier Barnich, Sébastien Jodogne, and Marc Van Droogenbroeck. Robust analysis of silhouettes by morphological size distributions, volume 4179 of Lecture Notes on Computer Science, pages 734-745. Springer Verlag, 2006. Keyword(s): Detection, Classification, Silhouette, Shape, Tracking, Human. [bibtex-entry]


  47. Marc Van Droogenbroeck and Olivier Barnich. Design of Statistical Measures for the Assessment of Image Segmentation Schemes, volume 3691 of Lecture Notes in Computer Science, pages 280-287. Springer Verlag, Paris, September 2005. Keyword(s): Segmentation, Benchmarking. [bibtex-entry]


  48. Renaud Dardenne, Jean-Jacques Embrechts, Marc Van Droogenbroeck, and Nicola Werner. The CINEMA Project: A Video-Based Human-Computer Interaction System for Audio-Visual Immersion. ERCIM News, (62):45-46, July 2005. Keyword(s): Multimedia, Video, Audio, Interaction, Immersion. [bibtex-entry]


  49. Renaud Dardenne and Marc Van Droogenbroeck. Acquisition vidéo au moyen d'une caméra IEEE 1394. Linux Magazine France, (69):54-59, Février 2005. Keyword(s): Image, Acquisition, Video. [bibtex-entry]


  50. Marc Van Droogenbroeck and Michael Buckley. Morphological erosions and openings: fast algorithms based on anchors. Journal of Mathematical Imaging and Vision, Special Issue on Mathematical Morphology after 40 Years, 22(2-3):121-142, May 2005. Note: Algorithms in ANSI C code are available in libmorpho. Keyword(s): Image processing, Mathematical morphology, Algorithm, Opening. [bibtex-entry]


  51. Cédric Demoulin and Marc Van Droogenbroeck. Principes de base du fonctionnement du réseau GSM. Revue de l'AIM, (4):3-18, 2004. Keyword(s): GSM, Notes de cours, Notes introductives. [bibtex-entry]


  52. Marc Van Droogenbroeck. Algorithms for openings of binary and label images with rectangular structuring elements. In Highes Talbot and Richard Beare, editors, Mathematical morphology, pages 197-207. CSIRO Publishing, Sydney, Australia, April 2002. Keyword(s): Image processing, Mathematical morphology, Algorithm, Opening. [bibtex-entry]


  53. Marc Van Droogenbroeck. MPEG: Standards for Digital Video MPEG Activities in Belgium. Revue HF, 2:1-2, 2002. Keyword(s): MPEG, Standardization, Belgium. [bibtex-entry]


  54. Marc Van Droogenbroeck and Hugues Talbot. Fast Computation of morphological operations with arbitrary structuring elements. Pattern Recognition Letters, 17(14):1451-1460, December 1996. Keyword(s): Image processing, Mathematical morphology, Algorithm, Erosion, Opening. [bibtex-entry]


  55. Marc Van Droogenbroeck. On the implementation of morphological operations. In J. Serra and P. Soille, editors, Mathematical morphology and its applications to image processing, pages 241-248. Kluwer Academic Publishers, Dordrecht, 1994. Keyword(s): Image processing, Mathematical morphology, Algorithm, Opening. [bibtex-entry]


  56. Serge Comes, Stéphane Maes, and Marc Van Droogenbroeck. Recent and prospective decorrelation techniques for image processing. Annals of Telecommunications, 48(7-8):390-403, July-August 1993. Keyword(s): Image processing, Compression, Coding. [bibtex-entry]


Conference articles
  1. Olivier Absil, Carles Cantero, and Marc Van Droogenbroeck. Machine learning for direct exoplanet imaging. In Biomedical and Astronomical Signal Processing (BASP) Frontiers, Villars-sur-Ollon, Switzerland, February 2023. Keyword(s): Exoplanet, Machine learning. [bibtex-entry]


  2. Anthony Cioppa, Silvio Giancola, Adrien Deliège, Vladimir Somers, Floriane Magera, Hassan Mkhallati, Le Kang, Xin Zhou, Zhiyu Cheng, Bernard Ghanem, and Marc Van Droogenbroeck. SoccerNet Exploring the Game with Computer Vision. In Rising Stars in AI Symposium, Thuwal, Saudi Arabia, February 2023. Note: Invited talk. Keyword(s): SoccerNet, Soccer, Football, Deep learning, Machine learning, Artificial intelligence. [bibtex-entry]


  3. Michaël Fonder and Marc Van Droogenbroeck. A technique to jointly estimate depth and depth uncertainty for unmanned aerial vehicles. In IEEE International Conference on Systems, Signals and Image Processing (IWSSIP), Ohrid, North Macedonia, pages 1-5, June 2023. Keyword(s): Depth, Depth estimation, Depth uncertainty, Deep learning, Drone, UAV, Parallax. [bibtex-entry]


  4. Silvio Giancola, Anthony Cioppa, Julia Georgieva, Johsan Billingham, Andreas Serner, Kerry Peek, Bernard Ghanem, and Marc Van Droogenbroeck. Towards Active Learning for Action Spotting in Association Football Videos. In IEEE International Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), CVsports, Vancouver, Canada, pages 5098-5108, June 2023. Keyword(s): Soccer, Action spotting, Active learning, SoccerNet. [bibtex-entry]


  5. Jan Held, Anthony Cioppa, Silvio Giancola, Abdullah Hamdi, Bernard Ghanem, and Marc Van Droogenbroeck. VARS: Video Assistant Referee System for Automated Soccer Decision Making from Multiple Views. In IEEE/CVF International Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), CVsports, Vancouver, Canada, pages 5086-5097, June 2023. Keyword(s): Soccer, Referee, Multiple views, Decision. [bibtex-entry]


  6. Joachim Houyon, Anthony Cioppa, Yasir Ghunaim, Motasem Alfarra, Anaïs Halin, Maxim Henry, Bernard Ghanem, and Marc Van Droogenbroeck. Online Distillation with Continual Learning for Cyclic Domain Shifts. In IEEE/CVF International Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Workshop on Continual Learning in Computer Vision, Vancouver, Canada, pages 2437-2446, June 2023. Keyword(s): Online distillation, Continual learning, Autonomous cars. [bibtex-entry]


  7. Hassan Mkhallati, Anthony Cioppa, Silvio Giancola, Bernard Ghanem, and Marc Van Droogenbroeck. SoccerNet-Caption: Dense Video Captioning for Soccer Broadcasts Commentaries. In IEEE/CVF International Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), CVsports, Vancouver, Canada, pages 5074-5085, June 2023. Keyword(s): Soccer, Video captioning. [bibtex-entry]


  8. Sébastien Piérard, Anthony Cioppa, Anaïs Halin, Renaud Vandeghen, Maxime Zanella, Benoît Macq, Saïd Mahmoudi, and Marc Van Droogenbroeck. Mixture Domain Adaptation to Improve Semantic Segmentation in Real-World Surveillance. In IEEE/CVF Winter Conference on Applications of Computer Vision Workshops (WACVW), Waikoloa, Hawaii, USA, pages 22-31, January 2023. Keyword(s): Domain adaptation, Articial intelligence, Semantic segmentation, Autonomous cars, ARIAC. [bibtex-entry]


  9. Renaud Vandeghen, Gilles Louppe, and Marc Van Droogenbroeck. Adaptive Self-Training for Object Detection. In IEEE/CVF International Conference on Computer Vision Workshops (ICCV Workshops), Paris, France, pages 914-923, October 2023. Keyword(s): Deep learning, Machine learning, Self-training, Object detection, Semi-supervision, Supervision, Refinement, ASTOD, COCO dataset, DIOR dataset. [bibtex-entry]


  10. Faustine Cantalloube, Valentin Christiaens, Carles Cantero, Evert Nasedkin, Anthony Cioppa, Olivier Absil, Markus J. Bonse, Philippe Delorme, Carlos A. Gomez-Gonzalez, Sandrine Juillard, Johan Mazoyer, Matthias Samland, Jean-Baptiste Ruffio, and Marc Van Droogenbroeck. Exoplanet imaging data challenge, phase II: characterization of exoplanet signals in high-contract images. In Dirk Schmidt, Laura Schreiber, and Elise Vernet, editors, Adaptive Optics Systems VIII, volume 12185, pages 8-24, August 2022. SPIE. Keyword(s): Exoplanet, Benchmarking, EIDC, Challenge. [bibtex-entry]


  11. Anthony Cioppa, Silvio Giancola, Adrien Deliège, Le Kang, Xin Zhou, Zhiyu Cheng, Bernard Ghanem, and Marc Van Droogenbroeck. SoccerNet-Tracking: Multiple Object Tracking Dataset and Benchmark in Soccer Videos. In IEEE International Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), CVsports, New Orleans, Louisiana, USA, pages 3490-3501, June 2022. IEEE. Keyword(s): SoccerNet-v3, Human Tracking, Player Tracking, Soccer, Football, Deep learning, Machine learning, Artificial intelligence, ARIAC. [bibtex-entry]


  12. Silvio Giancola, Anthony Cioppa, Adrien Deliège, Floriane Magera, Vladimir Somers, Le Kang, Xin Zhou, Olivier Barnich, Christophe De Vleeschouwer, Alexandre Alahi, Bernard Ghanem, Marc Van Droogenbroeck, and et al.. SoccerNet 2022 Challenges Results. In International ACM Workshop on Multimedia Content Analysis in Sports (MMSports), Lisboa, Portugal, pages 75-86, October 2022. ACM. Keyword(s): Challenge, SoccerNet, Human Tracking, Player Tracking, Soccer, Football, Deep learning, Machine learning, Artificial intelligence, ARIAC. [bibtex-entry]


  13. Raphaël La Rocca, Anthony Cioppa, Marc Van Droogenbroeck, Gauthier Eppe, and Loïc Quinton. Relational Graph Convolutional Network for Robust Mass Spectrum Classification. In International Mass Spectrometry Conference (IMSC), Maastricht, the Netherlands, August-September 2022. Keyword(s): Mass Spectrometry, Learning, Classification, Graph, Graph convolutional Network. [bibtex-entry]


  14. Renaud Vandeghen, Anthony Cioppa, and Marc Van Droogenbroeck. Semi-Supervised Training to Improve Detection for Satellite Images. In AI4Copernicus: Earth Observation and Artificial Intelligence for a Safer World, Brussels, Belgium, May 2022. Keyword(s): Semi-supervised, Self training, Satellite, Semantic segmentation, Artificial intelligence, Machine learning, Deep learning. [bibtex-entry]


  15. Renaud Vandeghen, Anthony Cioppa, and Marc Van Droogenbroeck. Semi-Supervised Training to Improve Player and Ball Detection in Soccer. In IEEE International Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), CVsports, New Orleans, Louisiana, USA, pages 3480-3489, June 2022. IEEE. Keyword(s): Semi-supervised, Self training, Soccer, Semantic segmentation, Artificial intelligence, Machine learning, Deep learning, TRAIL. [bibtex-entry]


  16. Anthony Cioppa, Adrien Deliège, Floriane Magera, Silvio Giancola, Olivier Barnich, Bernard Ghanem, and Marc Van Droogenbroeck. Camera Calibration and Player Localization in SoccerNet-v2 and Investigation of their Representations for Action Spotting. In IEEE International Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), CVsports, Nashville, Tennessee, USA, pages 4537-4546, June 2021. Keyword(s): Calibration, SoccerNet, Dataset, Training data, Soccer, Football, Classification, Annotation, Neural network, Deep learning, Machine learning, Artificial intelligence, DeepSport. [bibtex-entry]


  17. Adrien Deliège, Anthony Cioppa, Silvio Giancola, Meisam J. Seikavandi, Jacob V. Dueholm, Kamal Nasrollahi, Bernard Ghanem, Thomas B. Moeslund, and Marc Van Droogenbroeck. SoccerNet-v2: A Dataset and Benchmarks for Holistic Understanding of Broadcast Soccer Videos. In IEEE International Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), CVsports, Nashville, Tennessee, USA, pages 4508-4519, June 2021. Note: Best CVsports paper award. Keyword(s): Calibration, SoccerNet, Dataset, Training data, Soccer, Football, Classification, Annotation, Neural network, Deep learning, Machine learning, Artificial intelligence, DeepSport, Best paper award. [bibtex-entry]


  18. Faustine Cantalloube, Carlos Gomez-Gonzalez, Olivier Absil, Carles Cantero, Regis Bacher, Markus Bonse, Michael Bottom, Carl-Henrik Dahlqvist, Célia Desgrange, Olivier Flasseur, Thomas Fuhrmann, Thomas H. Henning, Rebecca Jensen-Clem, Matthew Kenworthy, Dimitri Mawet, Dino Mesa, Tiffany Meshkat, David Mouillet, André Müller, Evert Nasedkin, Benoit Pairet, Sébastien Piérard, Jean-Baptiste Ruffio, Matthias Samland, Jordan Stone, and Marc Van Droogenbroeck. Exoplanet imaging data challenge: benchmarking the various image processing methods for exoplanet detection. In Adaptive Optics Systems VII, volume 11448 of Proceedings of SPIE, pages 1-36, December 2020. SPIE. Keyword(s): Exoplanet, Detection, Benchmarking, Challenge. [bibtex-entry]


  19. Anthony Cioppa, Adrien Deliège, Silvio Giancola, Bernard Ghanem, Marc Van Droogenbroeck, Rikke Gade, and Thomas B. Moeslund. A Context-Aware Loss Function for Action Spotting in Soccer Videos. In IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), Seattle, Washington, USA, pages 13123-13133, June 2020. Keyword(s): Action spotting, Artificial Intelligence, Soccer, Deep learning, Loss, DeepSport. [bibtex-entry]


  20. Anthony Cioppa, Adrien Deliège, Noor Ul Huda, Rikke Gade, Marc Van Droogenbroeck, and Thomas B. Moeslund. Multimodal and multiview distillation for real-time player detection on a football field. In IEEE International Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), CVsports, Seattle, Washington, USA, pages 3846-3855, June 2020. Note: Best CVsports paper award. Keyword(s): Soccer, Football, Artificial intelligence, Deep learning, Machine learning, Multiview distillation, Multimodal distillation, Knowledge distillation, Player detection, Thermal camera, Fisheye camera, Real-time, DeepSport, Distillation, ViBe, Best paper award. [bibtex-entry]


  21. Anthony Cioppa, Marc Van Droogenbroeck, and Marc Braham. Real-Time Semantic Background Subtraction. In IEEE International Conference on Image Processing (ICIP), Abu Dhabi, United Arab Emirates, pages 3214-3218, October 2020. Keyword(s): Background subtraction, Real time, Change detection, Semantic segmentation, Semantic background subtraction, DeepSport, CDNet 2014. [bibtex-entry]


  22. Giovanny Moncayo-Unda, Ismaël Saadi, Marc Van Droogenbroeck, and Mario Cools. Using mobile phones to collect data including user feedback for the analysis of urban mobility. In Mobile Tartu, pages 1-8, June 2020. Keyword(s): Mobility, Transport. [bibtex-entry]


  23. Sébastien Piérard and Marc Van Droogenbroeck. Summarizing the performances of a background subtraction algorithm measured on several videos. In IEEE International Conference on Image Processing (ICIP), Abu Dhabi, United Arab Emirates, pages 3234-3238, October 2020. Keyword(s): Background subtraction, Evaluation, Performance, Summarization, Change detection, Classification performance, CDNet 2014, DeepSport. [bibtex-entry]


  24. Anthony Cioppa, Adrien Deliège, Maxime Istasse, Christophe De Vleeschouwer, and Marc Van Droogenbroeck. ARTHuS: Adaptive Real-Time Human Segmentation in Sports through Online Distillation. In IEEE International Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), CVsports, Long Beach, California, USA, pages 2505-2514, June 2019. Note: Best CVsports paper award. Keyword(s): Soccer, Semantic segmentation, Artificial intelligence, Machine learning, Deep learning, CNN, DeepSport, Best paper award. [bibtex-entry]


  25. Adrien Deliège, Anthony Cioppa, and Marc Van Droogenbroeck. An Effective Hit-or-Miss Layer Favoring Feature Interpretation as Learned Prototypes Deformations. In AAAI Conference on Artificial Intelligence, Workshop on Network Interpretability for Deep Learning, Honolulu, Hawaii, USA, pages 1-8, January 2019. Keyword(s): Deep learning, Machine learning, Artificial intelligence, Neural network, Classification, Capsule, HitNet, Hit-or-miss layer, Feature interpretation, Centripetal loss, Prototype, DeepSport. [bibtex-entry]


  26. Adrien Deliège, A. Kumar, Maxime Istasse, Christophe De Vlesschouwer, and Marc Van Droogenbroeck. Ordinal Pooling. In British Machine Vision Conference (BMVC), Cardiff, Wales, pages 1-12, September 2019. Keyword(s): Deep learning, Machine learning, Pooling, Artificial intelligence, Neural network, Convolutional layer, CNN, DeepSport. [bibtex-entry]


  27. Michaël Fonder and Marc Van Droogenbroeck. Mid-Air: A multi-modal dataset for extremely low altitude drone flights. In IEEE International Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), UAVision, Long Beach, California, USA, pages 553-562, June 2019. Keyword(s): UAV, Dataset, Mid-Air, Positioning, Benchmark, Drone, Artificial Intelligence, Deep learning. [bibtex-entry]


  28. Philippe Latour and Marc Van Droogenbroeck. Dual Approaches for Elliptic Hough Transform: Eccentricity/Orientation vs Center based. In IAPR International Conference on Discrete Geometry for Computer Imagery (DGCI), Lecture Notes in Computer Science, pages 367-379, 2019. Keyword(s): Ellipse detection, Ellipse matching, Hough transform, Pencil of conics, Tangential equation. [bibtex-entry]


  29. Giovanny Moncayo-Unda, Ismaël Saadi, Marc Van Droogenbroeck, and Mario Cools. SmartGPS: An android app for collecting urban mobility data. In BIVEC/GIBET Transport Research Days, Ghent, Belgium, pages 1-10, May 2019. Keyword(s): Transport, GPS. [bibtex-entry]


  30. Anthony Cioppa, Adrien Deliège, and Marc Van Droogenbroeck. A bottom-up approach based on semantics for the interpretation of the main camera stream in soccer games. In IEEE International Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), CVsports, Salt Lake City, Utah, USA, pages 1846-1855, June 2018. Note: Best CVsports paper award. Keyword(s): Soccer, Semantic segmentation, Artificial intelligence, Deep learning, Machine learning, CNN, DeepSport, Best paper award. [bibtex-entry]


  31. Samir Azrour, Sébastien Piérard, Pierre Geurts, and Marc Van Droogenbroeck. A two-step methodology for human pose estimation increasing the accuracy and reducing the amount of learning samples dramatically. In Advanced Concepts for Intelligent Vision Systems (ACIVS), volume 10617 of Lecture Notes in Computer Science, pages 3-14, 2017. Keyword(s): Pose estimation, Orientation estimation. [bibtex-entry]


  32. Marc Braham, Sébastien Piérard, and Marc Van Droogenbroeck. Semantic Background Subtraction. In IEEE International Conference on Image Processing, Beijing, China, pages 4552-4556, September 2017. Keyword(s): Background subtraction, Change detection, Semantic segmentation, Scene labeling, Scene parsing, Classification, Machine learning, Deep learning, CDNet 2014. [bibtex-entry]


  33. Philippe Latour and Marc Van Droogenbroeck. New PVT Metrics with Improved Sensitivity to Sleep Loss: Analysis from Short to Long Time Intervals. In Managing Fatigue, San Diego, California, USA, March 2017. Keyword(s): PVT metrics, Fatigue, Sleep, Sleep deprivation, Drowsiness, Sleepiness. [bibtex-entry]


  34. Benjamin Laugraud and Marc Van Droogenbroeck. Is a Memoryless Motion Detection Truly Relevant for Background Generation with LaBGen?. In Advanced Concepts for Intelligent Vision Systems (ACIVS), volume 10617 of Lecture Notes in Computer Science, pages 443-454, 2017. Keyword(s): Background generation, Background initialization, Background subtraction, Optical flow, Motion detection, Median filter, SBI dataset, SBMnet dataset, LaBGen, LaBGen-OF. [bibtex-entry]


  35. Samir Azrour, Sébastien Piérard, and Marc Van Droogenbroeck. Improving pose estimation by building dedicated datasets and using orientation. In IET Workshop on Human Motion Analysis for Healthcare Applications, London, United Kingdom, May 2016. Keyword(s): Pose estimation, Human, Depth camera, 3D camera, Orientation. [bibtex-entry]


  36. Samir Azrour, Sébastien Piérard, and Marc Van Droogenbroeck. Leveraging orientation knowledge to enhance human pose estimation methods. In Articulated Motion and Deformable Objects AMDO, volume 9756 of Lecture Notes in Computer Science, Palma, Mallorca, Spain, pages 81-87, 2016. Springer. Keyword(s): Human pose estimation, Orientation, 3D, Machine learning. [bibtex-entry]


  37. Marc Braham and Marc Van Droogenbroeck. Deep Background Subtraction with Scene-Specific Convolutional Neural Networks. In International Conference on Systems, Signals and Image Processing (IWSSIP), Bratislava, Slovakia, pages 1-4, May 2016. Keyword(s): Background subtraction, Deep learning, Machine learning, CDNet, Change detection, CDNet 2014. [bibtex-entry]


  38. Benjamin Laugraud, Sébastien Piérard, and Marc Van Droogenbroeck. LaBGen-P: A Pixel-Level Stationary Background Generation Method Based on LaBGen. In International Conference on Pattern Recognition (ICPR), Scene Background Modeling Contest (SBMC), Cancun, Mexico, December 2016. Note: Source code in C++ available, see http://www.telecom.ulg.ac.be/labgen. Keyword(s): Background generation, Background modelling, Background image, Source code, LaBGen, Background estimation, Initialization, SBMnet, SBMC, Motion detection, LaBGen. [bibtex-entry]


  39. Julien Osmalskyj, Marc Van Droogenbroeck, and Jean-Jacques Embrechts. Enhancing Cover Song Identification with Hierarchical Rank Aggregation. In International Society for Music Information Retrieval Conference (ISMIR), New York City, USA, pages 136-142, August 2016. Keyword(s): Music information retrieval, Cover song identification, Rank aggregation. [bibtex-entry]


  40. Sébastien Piérard, Samir Azrour, and Marc Van Droogenbroeck. Slicing the 3D space into planes for the fast interpretation of human motion. In IET Workshop on Human Motion Analysis for Healthcare Applications, London, United Kingdom, May 2016. Keyword(s): Human, Motion, Gait analysis, GAIMS. [bibtex-entry]


  41. Sébastien Piérard and Marc Van Droogenbroeck. What are the optimal walking tests to assess disability progression?. In European Committee for Treatment and Research in Multiple Sclerosis (ECTRIMS), London, UK, September 2016. Keyword(s): GAIMS, Gait analysis, Multiple sclerosis. [bibtex-entry]


  42. Marc Braham and Marc Van Droogenbroeck. A generic feature selection method for background subtraction using global foreground models. In Advanced Concepts for Intelligent Vision Systems (ACIVS), volume 9386 of Lecture Notes in Computer Science, pages 717-728, 2015. Keyword(s): Background subtraction, Feature selection, Foreground model, Change detection, ViBe. [bibtex-entry]


  43. Denis Defrere, Olivier Absil, Dimitri Mawet, K. Michael, Serge Habraken, Jean Surdej, P.-A. Absil, Brunella Carlomagno, V. Christiaens, Christien Delacroix, J. Girard, Pontus Forsberg, Carlos Alberto Gomez Gonzalez, Elsa P. Hinz nd Huby, Aïssa Jolivet, Julien Milli, E. Pantin, Pierre Piron, E. Serabyn, Marc Van Droogenbroeck, Ernesto Vargas Catalan, and O. Wertz. Direct exoplanet imaging with small-angle Vortex coronagraphs. In Proceedings of the Pathways Towards Habitable Planets Conference, Bern, Switzerland, pages 1-20, July 2015. Keyword(s): Exoplanet, High-contrast imaging, Vortex, Coronography, AGPM. [bibtex-entry]


  44. Benjamin Laugraud, Sébastien Piérard, Marc Braham, and Marc Van Droogenbroeck. Simple median-based method for stationary background generation using background subtraction algorithms. In International Conference on Image Analysis and Processing (ICIAP), Workshop on Scene Background Modeling and Initialization (SBMI), volume 9281 of Lecture Notes in Computer Science, pages 477-484, 2015. Note: Source code in C++ available. Keyword(s): Background subtraction, Background image, Source code. [bibtex-entry]


  45. Benjamin Laugraud, Sébastien Piérard, and Marc Van Droogenbroeck. Time ordering shuffling for improving background subtraction. In Advanced Concepts for Intelligent Vision Systems (ACIVS), volume 9386 of Lecture Notes in Computer Science, pages 58-69, 2015. Keyword(s): Background subtraction, Time ordering, Time shuffling. [bibtex-entry]


  46. Sébastien Piérard and Marc Van Droogenbroeck. A perfect estimation of a background image does not lead to a perfect background subtraction: analysis of the upper bound on the performance. In International Conference on Image Analysis and Processing (ICIAP), Workshop on Scene Background Modeling and Initialization (SBMI), volume 9281 of Lecture Notes in Computer Science, pages 56-65, September 2015. Keyword(s): Background subtraction, Evaluation, Performance analysis, Upper bound. [bibtex-entry]


  47. Olivier Absil, Dimitri Mawet, Christian Delacroix, Pontus Forsberg, Mikael Karlsson, Serge Habraken, Jean Surdej, Pierre-Antoine Absil, Brunella Carlomagno, Valentin Christiaens, Denis Defrère, Carlos Gomez Gonzalez, Elsa Huby, Aïssa Jolivet, Julien Milli, Pierre Piron, Ernesto Vargas Catalan, and Marc Van Droogenbroeck. The VORTEX project: first results and perspectives. In Proc. SPIE, Adaptive Optics Systems IV, volume 9148, Montréal, Canada, July 2014. Keyword(s): VORTEX project, Optics, Coronograph, Background subtraction. [bibtex-entry]


  48. Samir Azrour, Sébastien Piérard, Pierre Geurts, and Marc Van Droogenbroeck. Data normalization and supervised learning to assess the condition of patients with multiple sclerosis based on gait analysis. In European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN), Bruges, Belgium, pages 649-654, April 2014. Keyword(s): Data normalization, Machine learning, Multiple sclerosis. [bibtex-entry]


  49. Marc Braham, Antoine Lejeune, and Marc Van Droogenbroeck. A physically motivated pixel-based model for background subtraction in 3D images. In IEEE International Conference on 3D Imaging (IC3D), Liège, Belgium, pages 1-8, December 2014. Keyword(s): Background subtraction, 3D, Range, Depth, Kinect. [bibtex-entry]


  50. Antoine Lejeune, David Grogna, Marc Van Droogenbroeck, and Jacques Verly. Evaluation of pair-wise calibration techniques for range cameras and their ability to detect a mis-alignment. In International Conference on 3D Imaging (IC3D), Liège, Belgium, December 2014. Keyword(s): 3D, Range, Calibration, Depth, Time-of-Flight, Multi-camera. [bibtex-entry]


  51. Julien Osmalskyj, Marc Van Droogenbroeck, and Jean-Jacques Embrechts. Performances of low-level audio classifiers for large-scale music similarity. In International Conference on Systems, Signals and Image Processing (IWSSIP), Dubrovnik, Croatia, May 2014. Keyword(s): Audio features, Classification, Song, Music Information Retrieval, Rejector, Similarity. [bibtex-entry]


  52. Sébastien Piérard, Alejandro Marcos Alvarez, Antoine Lejeune, and Marc Van Droogenbroeck. On-the-fly Domain Adaptation of Binary Classifiers. In Belgian-Dutch Conference on Machine Learning (BENELEARN), Brussels, Belgium, June 2014. Keyword(s): Classifier, Machine learning. [bibtex-entry]


  53. Sébastien Piérard, Samir Azrour, Rémy Phan-Ba, and Marc Van Droogenbroeck. Detection and characterization of gait modifications, for the longitudinal follow-up of patients with neurological diseases, based on the gait analyzing system GAIMS. In European Life Sciences Summit BIOMEDICA, Maastricht, The Netherlands, June 2014. Keyword(s): GAIMS, Gait, Follow-up, Patient, Multiple sclerosis. [bibtex-entry]


  54. Sébastien Piérard, Samir Azrour, and Marc Van Droogenbroeck. Design of a reliable processing pipeling for the non-intrusive measurement of feet trajectories with lasers. In International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Florence, Italy, pages 4399-4403, May 2014. Keyword(s): GAIMS, Feet, Multiple sclerosis. [bibtex-entry]


  55. Sébastien Piérard, R. Phan-Ba, and Marc Van Droogenbroeck. Machine learning techniques to assess the performance of a gait analysis system. In European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN), Bruges, Belgium, pages 419-424, April 2014. Keyword(s): GAIMS, Feet, Machine learning. [bibtex-entry]


  56. Samir Azrour, Sébastien Piérard, and Marc Van Droogenbroeck. Using gait measuring system (GAIMS) to discriminate patients with multiple sclerosis from healthy persons. In BEMEKO Workshop on measurement: Challenges and Opportunities, Liège, Belgium, November 2013. [bibtex-entry]


  57. Benjamin Laugraud, Sébastien Piérard, and Marc Van Droogenbroeck. Metrics to evaluate binary classifiers for video background extraction: weaknesses, strengths, and perspectives. In BEMEKO Workshop on measurement: Challenges and Opportunities, Liège, Belgium, November 2013. [bibtex-entry]


  58. Julien Osmalskyj, Sébastien Piérard, Marc Van Droogenbroeck, and Jean-Jacques Embrechts. Efficient database pruning for large-scale cover song recognition. In International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2013), Vancouver, Canada, May 2013. Keyword(s): Song, Recognition, Million Song Dataset, Music Information Retrieval, Chromas, Rejectors, Cover Songs. [bibtex-entry]


  59. Rémy Phan-Ba, G. Delrue, Sébastien Piérard, E. Lommers, P. Calay, Marc Van Droogenbroeck, and V. Delvaux. Influence of the mode of walk on walking speed in multiple sclerosis: are you walking comfortably?. In Twenty-third meeting of the European Neurological Society, Barcelona, Spain, June 2013. Keyword(s): GAIMS, Multiple Sclerosis, Gait, Walking speed. [bibtex-entry]


  60. Sébastien Piérard, Samir Azrour, and Marc Van Droogenbroeck. Measuring feet trajectories: challenges and applications. In BEMEKO Workshop on measurement: Challenges and Opportunities, Liège, Belgium, November 2013. Keyword(s): GAIMS, Feet, Tracking, Multiple sclerosis, Biometric identification. [bibtex-entry]


  61. Antoine Lejeune, Marc Van Droogenbroeck, and Jacques Verly. Adaptive bilateral filtering for range images. In URSI Benelux Forum, Ghent, Belgium, September 2012. Keyword(s): 3D, Depth, Range camera, Bilateral filter, Kinect, Time-of-flight. [bibtex-entry]


  62. Julien Osmalskyj, Jean-Jacques Embrechts, Marc Van Droogenbroeck, and Sébastien Piérard. Neural networks for musical chords recognition. In Journées d'informatique musicale, Mons, Belgium, pages 39-46, May 2012. Keyword(s): Chord, Recognition, Neural network, Classification. [bibtex-entry]


  63. Rémy Phan-Ba, Sébastien Piérard, Gustave Moonen, Marc Van Droogenbroeck, and Shibeshih Mitiku Belachew. Deciphering distance-induced deceleration of gait and ataxia in people with multiple sclerosis. In Congress of the European Committee for Treatment and Research in Multiple Sclerosis (ECTRIMS), Lyon, France, October 2012. Keyword(s): GAIMS, Multiple Sclerosis, Gait, Gait deceleration, Outcome measure. [bibtex-entry]


  64. Rémy Phan-Ba, Sébastien Piérard, Gustave Moonen, Marc Van Droogenbroeck, and Shibeshih Mitiku Belachew. Detection and Quantification of Efficiency and Quality of Gait Impairment in Multiple Sclerosis through Foot Path Analysis. In Congress of the European Committee for Treatment and Research in Multiple Sclerosis (ECTRIMS), Lyon, France, October 2012. Keyword(s): GAIMS, Multiple Sclerosis, Gait, Outcome measure. [bibtex-entry]


  65. Sébastien Piérard, Vincent Pierlot, Antoine Lejeune, and Marc Van Droogenbroeck. I-see-3D! An Interactive and Immersive System that dynamically adapts 2D projections to the location of a user's eyes. In International Conference on 3D Imaging (IC3D), Liège, Belgium, December 2012. Keyword(s): 3D, Projection, Immersion, Calibration, Pinhole, Head coupled perspective, Tracking, Kalman filtering, OpenGL, Laser, Kinect. [bibtex-entry]


  66. Sébastien Piérard and Marc Van Droogenbroeck. Estimation of human orientation based on silhouettes and machine learning principles. In International Conference on Pattern Recognition Applications and Methods (ICPRAM), volume 2, Vilamoura, Portugal, pages 51-60, February 2012. Keyword(s): Human, Orientation, Machine learning, Regression, Estimation, MakeHuman. [bibtex-entry]


  67. Sébastien Piérard and Marc Van Droogenbroeck. On the human pose recovery based on a single view. In International Conference on Pattern Recognition Applications and Methods (ICPRAM), volume 2, Vilamoura, Portugal, pages 310-315, February 2012. Keyword(s): Human, Silhouette, Pose, Pose recovery, Pose estimation. [bibtex-entry]


  68. Marc Van Droogenbroeck and Olivier Paquot. Background Subtraction: Experiments and Improvements for ViBe. In Change Detection Workshop (CDW), in conjunction with CVPR, Providence, Rhode Island, pages 32-37, June 2012. Keyword(s): ViBe, Video, Background subtraction, Background modelling, Motion detection. [bibtex-entry]


  69. Antoine Lejeune, Sébastien Piérard, Marc Van Droogenbroeck, and Jacques Verly. A new jump edge detection method for 3D cameras. In International Conference on 3D Imaging (IC3D), Liège, Belgium, pages 1-7, December 2011. Keyword(s): 3D, Depth, Range, Distance, ToF camera, Edge, Edge detection, Canny, Kinect. [bibtex-entry]


  70. Vincent Pierlot, Maxime Urbin-Choffray, and Marc Van Droogenbroeck. A new three object triangulation algorithm based on the power center of three circles. In Research and Education in Robotics (EUROBOT), volume 161 of Communications in Computer and Information Science, pages 248-262, 2011. Springer. Keyword(s): Positioning, Ultrasonic sensor, Sensor, Microcontroller, Mobile robot, Robot, Robot sensing system, Software. [bibtex-entry]


  71. Vincent Pierlot and Marc Van Droogenbroeck. Analysis of a robot positioning system based on a rotating receiver, beacons, and coded signals. In Proceedings of the European Signal Processing Conference (EUSIPCO), Barcelona, Spain, pages 1766-1770, August 2011. Keyword(s): Robot, Positioning, Beacon, BeAMS. [bibtex-entry]


  72. Sébastien Piérard, Antoine Lejeune, and Marc Van Droogenbroeck. A probabilistic pixel-based approach to detect humans in video streams. In International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Prague, Czech Republic, pages 921-924, May 2011. Keyword(s): Human, Detection, Silhouette, Background subtraction. [bibtex-entry]


  73. S. Piérard, Marc Van Droogenbroeck, Rémy Phan-Ba, and Shibeshih Mitiku Belachew. A new low-cost and non-intrusive feet tracker. In Workshop on Circuits, Systems and Signal Processing (ProRISC), Veldhoven, The Netherlands, November 2011. Keyword(s): GAIMS, Human, Feet, Walking, Laser, Measure, Path, Range laser, Multiple Sclerosis. [bibtex-entry]


  74. Marc Van Droogenbroeck and Sébastien Piérard. Object descriptors based on a list of rectangles: method and algorithm. In International Symposium on Mathematical Morhology (ISMM), volume 6671 of Lecture Notes on Computer Science, Ispra, Italy, pages 155-165, 2011. Springer. Keyword(s): Algorithm, Rectangle, Opening, Mathematical morphology, Source code. [bibtex-entry]


  75. Olivier Barnich, Sébastien Piérard, and Marc Van Droogenbroeck. A virtual curtain for the detection of humans and access control. In Advanced Concepts for Intelligent Vision Systems (ACIVS 2010), Part II, Sydney, Australia, pages 98-109, December 2010. Keyword(s): Detection, Human, Access control, Curtain, Silhouette, Laser, Sensor, Machine learning, Training, Door. [bibtex-entry]


  76. Vincent Pierlot, P. Tassin, and Marc Van Droogenbroeck. A new precise ultrasonic range sensor based on the emission of two coded FSK signals combined to a ping-pong strategy. In Conference on Research in Information and communication Technology, Veldhoven, The Netherlands, pages 36-39, November 2010. Keyword(s): Ultrasonic sensor, Sensor, Microcontroller, Mobile robot, Robot, Robot sensing system. [bibtex-entry]


  77. Sébastien Piérard, Antoine Lejeune, and Marc Van Droogenbroeck. 3D information is valuable for the detection of humans in video streams. In Proceedings of 3D Stereo MEDIA, Liège, Belgium, December 2010. Keyword(s): 3D, Depth, Range, Distance, ToF camera, Human, Detection, MakeHuman. [bibtex-entry]


  78. Sébastien Piérard, Vincent Pierlot, Olivier Barnich, Marc Van Droogenbroeck, and jacques Verly. A platform for the fast interpretation of movements and localization of users in 3D applications driven by a range camera. In 3DTV Conference, Tampere, Finland, June 2010. Keyword(s): 3D, Localization, Laser, Camera. [bibtex-entry]


  79. Olivier Barnich and Marc Van Droogenbroeck. Design of a morphological moving object signature and application to human identification. In International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2009), pages 853-856, April 2009. Keyword(s): Video, Gait recognition, Mathematical morphology, Background subtraction. [bibtex-entry]


  80. Olivier Barnich and Marc Van Droogenbroeck. ViBe: a powerful random technique to estimate the background in video sequences. In International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2009), pages 945-948, April 2009. Note: PDF available on the University site or at the IEEE. Keyword(s): ViBe, Video, Background subtraction, Background modelling, Motion detection. [bibtex-entry]


  81. J. Leens, Sébastien Piérard, Olivier Barnich, Marc Van Droogenbroeck, and Jean-Marc Wagner. Combining Color, Depth, and Motion for Video Segmentation. In Computer Vision Systems, volume 5815 of Lecture Notes in Computer Science, pages 104-113, 2009. Springer. Keyword(s): Range, 3D, Distance, ToF camera, Motion, Segmentation. [bibtex-entry]


  82. Vincent Pierlot and Marc Van Droogenbroeck. A simple and low cost angle measurement system for mobile robot positioning. In Workshop on Circuits, Systems and Signal Processing (ProRISC), Veldhoven, The Netherlands, pages 251-254, November 2009. Keyword(s): Positioning, Localisation, Robot, Eurobot, Angle, Angle measurement, BeAMS. [bibtex-entry]


  83. Sébastien Piérard, Jéröme Leens, and Marc Van Droogenbroeck. Real-time processing of depth and color video streams to improve the reliability of depth maps. In Proceedings of 3D Stereo MEDIA, Liège, Belgium, November 2009. Keyword(s): 3D, Depth, Range, Distance, ToF camera, Background subtraction, Motion detection, Segmentation. [bibtex-entry]


  84. Sébastien Piérard and Marc Van Droogenbroeck. A technique for building databases of annotated and realistic human silhouettes based on an avatar. In Workshop on Circuits, Systems and Signal Processing (ProRISC), Veldhoven, The Netherlands, pages 243-246, November 2009. Keyword(s): Human, Silhouette, Avatar, Database, Annotation, Body, MakeHuman. [bibtex-entry]


  85. Sébastien Piérard and Marc Van Droogenbroeck. Techniques to improve the foreground segmentation with a 3D camera and a color camera. In Workshop on Circuits, Systems and Signal Processing (ProRISC), Veldhoven, The Netherlands, pages 247-250, November 2009. Keyword(s): 3D, Acquisition, Range, Calibration, Foreground segmentation, Background extraction, ToF camera, Distance. [bibtex-entry]


  86. Renaud Dardenne, Jean-Jacques Embrechts, Marc Van Droogenbroeck, and Nicola Werner. A video-based human-computer interaction system for audio-visual immersion. In Proceedings of SPS-DARTS 2006, Antwerp, Belgium, pages 23-26, March 2006. IEEE Benelux. Keyword(s): Multimedia, Video, Audio, Interaction, Immersion. [bibtex-entry]


  87. Cédric Demoulin and Marc Van Droogenbroeck. A method based on multiple adaptive windows to improve the determination of disparity maps. In ProRISC/IEEE Workshop on Circuit, Systems and Signal Processing, Veldhoven, The Netherlands, pages 615-618, November 2005. Keyword(s): Stereo, Vision. [bibtex-entry]


  88. Marc Van Droogenbroeck. Partial encryption of images for real-time applications. In Fourth IEEE Signal Processing Symposium, Hilvarenbeek, The Netherlands, pages 11-15, April 2004. Note: Invited presentation. Keyword(s): Image processing, Information, Encryption, Selective encryption. [bibtex-entry]


  89. Fabian Lapierre, Marc Van Droogenbroeck, and Jacques Verly. New Solutions to the Problem of Range Dependence in Bistatic STAP Radars. In Proceedings of the IEEE Radar Conference, Huntsville, Alabama, pages 452-459, May 2003. Keyword(s): Radar, STAP. [bibtex-entry]


  90. Fabian Lapierre, Marc Van Droogenbroeck, and Jacques Verly. New methods for handling the range dependence of the clutter spectrum in non-sidelooking monostatic STAP radars. In International Conference on Acoustics, Speech, and Signal Processing (ICASSP), volume 5, Hong Kong, China, pages 73-76, April 2003. Keyword(s): Radar, STAP. [bibtex-entry]


  91. Marc Van Droogenbroeck and Hugues Talbot. Segmentation by adaptive prediction and region merging. In Digital Image Computing Techniques and Applications, Volume II, Sydney, Australia, pages 561-570, December 2003. Keyword(s): Image processing, Extrapolation, Segmentation, Texture, Prediction. [bibtex-entry]


  92. Fabian Lapierre, Marc Van Droogenbroeck, and Jacques Verly. Comparison of methods for handling the range-dependence of the clutter ridge for monostatic and bistatic STAP radars. In URSI Forum, Royal Military Academy, Belgium, December 2002. Keyword(s): Radar, STAP. [bibtex-entry]


  93. Marc Van Droogenbroeck and Raphaël Benedet. Techniques for a selective encryption of uncompressed and compressed images. In Advanced Concepts for Intelligent Vision Systems (ACIVS), Ghent, Belgium, pages 90-97, September 2002. Keyword(s): Image processing, Information, Steganography, Encryption. [bibtex-entry]


  94. Marc Van Droogenbroeck and Jérôme Delvaux. An entropy based technique for information embedding in images. In IEEE Signal Processing Symposium, Leuven, Belgium, pages 81-84, March 2002. Keyword(s): Image processing, Information, Steganography. [bibtex-entry]


  95. Julien De Praetere, Philippe Maricau, and Marc Van Droogenbroeck. Data networks integration. In 37th European Telecommunications Congress. FITCE'98. Diverging roles in a converging marketplace, volume 17, London, pages 128-131, August 1998. British Telecommunications Engineering. Keyword(s): Telecommunications, Network. [bibtex-entry]


  96. Emmanuel Van Tomme, Marc Van Droogenbroeck, and Peter Debie. Narrowband versus broadband for tele-education : a critical evaluation. In International Conference on Technology Supported Learning, Berlin, pages 200-207, November 1996. Online Educa Berlin. Keyword(s): Telecommunications, Learning. [bibtex-entry]


  97. Marc Van Droogenbroeck. A methodology for image segmentation based on the spectral content of regions. In Workshop on Nonlinear Signal and Image Processing, Neos Marmaras, Greece, pages 266-269, June 1995. IEEE. Keyword(s): Image processing, Segmentation, Extrapolation, Deconvolution. [bibtex-entry]


  98. Marc Van Droogenbroeck. Polymorphism, an extension of binary opening. In ISMM'94: Second international conference on Mathematical Morphology and its Applications to Image Processing, Fontainebleau, pages 1-2, September 1994. École des Mines de Paris. Keyword(s): Image processing, Mathematical morphology. [bibtex-entry]


  99. B. Simon, B. Macq, and Marc Van Droogenbroeck. Morphological image sketch coding. In Workshop on Circuits, Systems and Signal Processing, Houthalen, Belgium, pages 251-256, March 1993. ProRISC IEEE. Keyword(s): Image processing, Mathematical morphology, Coding. [bibtex-entry]


  100. Serge Comes, Stéphane Maes, and Marc Van Droogenbroeck. Recent and prospective decorrelation techniques for image processing. In International Symposium on Signals, Systems and Electronics, Paris, pages 136-141, September 1992. URSI. Keyword(s): Image processing, Coding, Compression. [bibtex-entry]


  101. Stéphane Maes and Marc Van Droogenbroeck. Edge characterization in hierarchical subband coding schemes. In International Conference on Image Processing and its Applications, Maastricht, The Netherlands, pages 598-601, April 1992. IEE. Keyword(s): Image processing, Compression, Coding, Subband. [bibtex-entry]


  102. Marc Van Droogenbroeck. Generalized iterative algorithm for spectral signal deconvolution. In European Signal Processing Conference, pages 1389-1392, August 1992. Brussels, EURASIP. Keyword(s): Image processing, Extrapolation, Deconvolution. [bibtex-entry]


  103. Marc Van Droogenbroeck and Luc Vandendorpe. Integration of the selective deconvolution algorithm into a multiresolution scheme. In Image Processing: Algorithms and Techniques III, Vol. 1657, San Jose, pages 225-235, February 1992. SPIE. Keyword(s): Image processing, Extrapolation, Deconvolution. [bibtex-entry]


Internal reports
  1. Marc Van Droogenbroeck. Coding textures by means of a multiresolution selective deconvolution scheme. Technical report N-21/92/MM, Working Document, Centre de Morphologie Mathématique, 6 pages, Fontainebleau, France, August 1992. [bibtex-entry]


  2. Marc Van Droogenbroeck. Modélisation symbolique complète des étapes intervenant dans la construction d'un codeur d'images orienté par la notion d'objet. Technical report N-20/92/MM, Centre de Morphologie Mathématique, 10 pages, Fontainebleau, France, August 1992. [bibtex-entry]


Manuals, booklets
  1. Marc Van Droogenbroeck, Philippe Latour, Jean-Marc Wagner, Vincent Pierlot, and Renaud Vandeghen. Principes des télécommunications analogiques et numériques: manuel des répétitions. Manuel avec les énoncés des répétitions, Université de Liège, 2019. Keyword(s): Telecommunications, Notes de cours, Lecture notes, Exercices, ELEN008. [bibtex-entry]


  2. Marc Van Droogenbroeck, Jean-Marc Wagner, Vincent Pierlot, and Philippe Latour. Analysis and Design of Telecommunications Systems: Manual of Exercises. Manuel avec les énoncés des répétitions, Université de Liège, 2019. Keyword(s): Telecommunications, Exercices, Lecture notes, ELEN017. [bibtex-entry]


  3. Marc Van Droogenbroeck. Computer Vision. Lecture notes, University of Liège, 2015. Keyword(s): Computer Vision, Lecture notes. [bibtex-entry]


  4. Marc Van Droogenbroeck. Analysis and Design of Telecommunications Systems. Lecture notes, University of Liège, 2014. Keyword(s): Telecommunications systems, Digital communications, Traffic engineering, FEXT/NEXT, Radio engineering, Lecture notes. [bibtex-entry]


  5. Marc Van Droogenbroeck. Digital Image and Video Processing. Lecture notes, University of Liège, 2013. Keyword(s): Image processing, Video processing, Lecture notes. [bibtex-entry]


  6. Marc Van Droogenbroeck. Satellite communications. Course notes, 2012. Keyword(s): Course notes, Satellite communications, Signal, Multiplexing, Channel, Noise, Power, Engineering. [bibtex-entry]


  7. Marc Van Droogenbroeck. Analyse et conception des systèmes de télécommunications. Notes de cours, Université de Liège, 214 pages, Septembre 2008. Note: HTML version available on line. Keyword(s): Telecommunications, Notes de cours. [bibtex-entry]


  8. Marc Van Droogenbroeck. Principes des télécommunications analogiques et numériques: notes de cours. Notes de cours, Université de Liège, 2008. Note: HTML version available on line, see http://www.telecom.ulg.ac.be/teaching/notes/total1/index.html. Keyword(s): Telecommunications, Notes de cours, Lecture notes, ELEN008. [bibtex-entry]


  9. Marc Van Droogenbroeck. Principes des télécommunications analogiques et numériques: transparents du cours. Transparents du cours, Université de Liège, 2008. Keyword(s): Telecommunications, Notes de cours, Lecture notes, ELEN008. [bibtex-entry]


  10. Marc Van Droogenbroeck. Traitement numérique des images. Notes de cours, Université de Liège, 235 pages, Septembre 2007. Note: HTML version available on line. Keyword(s): Traitement d'images, Image processing, Notes de cours. [bibtex-entry]


  11. Marc Van Droogenbroeck. Télécommunications et ordinateurs: technologies du multimédia, des télécommunications et de l'Internet. Notes de cours, Université de Liège, 252 pages, Avril 2005. Note: HTML version available on line. Keyword(s): Telecommunications, Notes de cours. [bibtex-entry]


  12. Marc Van Droogenbroeck. Technologies du multimédia, de l'Internet et des télécommunications. Notes de cours, 183 pages, Mars 2004. Note: HTML version available on line. Keyword(s): Multimedia, Notes de cours, Image, Internet, Réseau, Signaux, Telecommunications. [bibtex-entry]


  13. Marc Van Droogenbroeck. Xlim3D: un logiciel de traitement d'images. Rapport d'utilisation, 269 pages, 2002. Keyword(s): Xlim, Xlim3D, Mathematical morphology, Software. [bibtex-entry]


  14. Marc Van Droogenbroeck. Acquisition et traitement de l'image. Notes de cours, Université de Liège, 89 pages, Avril 2001. Note: HTML version available on line. Keyword(s): Traitement d'images, Image processing, Notes de cours. [bibtex-entry]


Miscellaneous
  1. Anaïs Halin, Benoît Gérin, Anthony Cioppa, Maxim Henry, Bernard Ghanem, Benoît Macq, Christophe De Vleeschouwer, and Marc Van Droogenbroeck. Driving Agents in Dynamic Environments DADE dataset, 2023. Keyword(s): Dataset, Driving, Learning. [bibtex-entry]


  2. Sébastien Piérard, Anthony Cioppa, Anaïs Halin, Renaud Vandeghen, Maxime Zanella, Benoît Macq, Saïd Mahmoudi, and Marc Van Droogenbroeck. Pushing AI out of the lab with on-the-fly mixture domain adaptation. The European AI week, March 2023. Keyword(s): Domain adaptation, Articial intelligence, Semantic segmentation, Autonomous cars, ARIAC. [bibtex-entry]


  3. Anthony Cioppa, Silvio Giancola, Adrien Deliège, Bernard Ghanem, and Marc Van Droogenbroeck. Goal! A practical guide to soccer video understanding. Norwegian Artificial Intelligence Society Symposium, Tutorial, May 2022. Keyword(s): SoccerNet, Dataset, Challennge, Soccer, Football, Classification, Annotation, Deep learning, Machine learning, Artificial intelligence. [bibtex-entry]


  4. Marc Van Droogenbroeck, Marc Braham, and Sébastien Piérard. Foreground and background detection method. Chinese Patent Office, CN 109389618 B2, 18 pages, March 2022. Keyword(s): Background subtraction, Semantic segmentation, Patent, Machine learning, Deep learning, Artificial intelligence. [bibtex-entry]


  5. Anthony Cioppa, Adrien Deliège, Silvio Giancola, Meisam Seikavandi, Jacob Dueholm, Kamal Nasrollahi, Bernard Ghanem, Thomas Moeslund, and Marc Van Droogenbroeck. SoccerNet challenge: Task presentation and winner announcement. Oral communication, June 2021. Keyword(s): SoccerNet, Dataset, Challennge, Soccer, Football, Classification, Annotation, Deep learning, Machine learning, Artificial intelligence, DeepSport. [bibtex-entry]


  6. Marc Van Droogenbroeck, Marc Braham, and Anthony Cioppa. Foreground and background detection method. United States Patent and Trademark Office, US 10,706,558 B2, 26 pages, July 2020. Keyword(s): Background subtraction, Semantic segmentation, Patent, Machine learning, Deep learning, Artificial intelligence, DeepSport. [bibtex-entry]


  7. Marc Van Droogenbroeck, Marc Braham, and Sébastien Piérard. Foreground and background detection method. European Patent Office, EP 3438929 B2, July 2020. Keyword(s): Background subtraction, Semantic segmentation, Patent, Machine learning, Deep learning, Artificial intelligence. [bibtex-entry]


  8. Marc Van Droogenbroeck, Marc Braham, and Sébastien Piérard. Foreground and background detection method. United States Patent and Trademark Office, US 10614736 B2, 16 pages, April 2020. Keyword(s): Background subtraction, Semantic segmentation, Patent, Machine learning, Deep learning, Artificial intelligence. [bibtex-entry]


  9. Marc Van Droogenbroeck, Marc Braham, and Sébastien Piérard. Foreground and background detection method. Chinese Patent Office, CN109389618A, February 2019. Keyword(s): Background subtraction, Semantic segmentation, Patent, Machine learning, Deep learning, Artificial intelligence. [bibtex-entry]


  10. Marc Van Droogenbroeck, Adrien Deliège, and Anthony Cioppa. Image classification using neural networks. World Intellectual Property Organization, WO 2019/238976, 55 pages, December 2019. Keyword(s): Patent, Machine learning, Deep learning, Artificial intelligence, HitNet, Capsule, Data augmentation, DeepSport. [bibtex-entry]


  11. Marc Van Droogenbroeck, Adrien Deliège, and Anthony Cioppa. Image classification using neural networks. European Patent Office, EP 3 582 142 A1, 32 pages, June 2018. Keyword(s): Patent, Machine learning, Deep learning, Artificial intelligence, HitNet, Capsule, Data augmentation, DeepSport. [bibtex-entry]


  12. Marc Van Droogenbroeck. Quand les ondes électromagétiques vous informent. Journée d'études organisée par la Société libre d'Émulation, Liège, Belgium, 25 pages, November 2015. Keyword(s): Lecture notes. [bibtex-entry]


  13. Sébastien Piérard, Antoine Lejeune, and Marc Van Droogenbroeck. Recognition of emotions in facial images. Internal report, March 2012. Keyword(s): Face, Facial image, Emotion, Classification. [bibtex-entry]


  14. Marc Van Droogenbroeck. La détection de mouvement dans une vidéo: histoire d'une technologie et d'un brevet. Oral presentation, 23 pages, Liège Creative, Liège, Belgium, May 2012. Keyword(s): ViBe, Background, Background subtraction, Inpainting, Deblur, Motion, Motion detection. [bibtex-entry]


  15. Antoine Lejeune, Marc Van Droogenbroeck, and Jacques Verly. The secrets of the Kinect ... in depth!. Presentation at the Conference of Professional Forum (3D Stereo Media), Liège, Belgium, December 2011. [bibtex-entry]


  16. Marc Van Droogenbroeck. Étude relative à la définition d'une nouvelle architecture pour l'évolution du simulateur de tirs: rapport final. Rapport final d'un projet de recherche, 26 pages, Mars 2011. Keyword(s): Vision, Real-time, Architecture. [bibtex-entry]


  17. Marc Van Droogenbroeck and Olivier Barnich. Visual Background Extractor. United States Patent and Trademark Office, US 8,009,918 B2, 18 pages, August 2011. Keyword(s): ViBe, Background, Background subtraction, Video analysis, Segmentation, Motion detection, Patent. [bibtex-entry]


  18. Marc Van Droogenbroeck and Olivier Barnich. Visual background extractor. Japan Patent Office, JP 2011 4699564 B2, June 2011. Keyword(s): ViBe, Background, Background subtraction, Video analysis, Segmentation, Motion detection, Patent. [bibtex-entry]


  19. Marc Van Droogenbroeck. Introduction to Mathematical: Morphology Overview and trends. Oral presentation, 42 pages, Liège, Belgium, December 2010. Keyword(s): Mathematical morphology, Review, Trends. [bibtex-entry]


  20. Marc Van Droogenbroeck and Olivier Barnich. Visual background extractor. European Patent Office, EP 2 015 252 B1, 36 pages, 2010. Keyword(s): ViBe, Background, Background subtraction, Video analysis, Segmentation, Motion detection, Patent. [bibtex-entry]


  21. Olivier Barnich and Marc Van Droogenbroeck. Classification of scenarios for persons crossing a door frame based on the joint measurements of two radial distance sensors. Final report of a research project, 42 pages, October 2009. Keyword(s): Laser, Range, Classification, Virtual curtain. [bibtex-entry]


  22. Marc Van Droogenbroeck and Olivier Barnich. Visual background extractor. World Intellectual Property Organization, WO 2009/007198, 47 pages, January 2009. Keyword(s): ViBe, Background, Background subtraction, Video analysis, Segmentation, Motion detection, Video-surveillance. [bibtex-entry]


  23. Marc Van Droogenbroeck and Vincent Pierlot. Les dispositifs de mesure optique sur la rampe d'impact. Présentation à l'occasion de l'inauguration de la rampe d'impact, 10 pages, September 2009. Keyword(s): Fast camera, Motion, Slow motion, Fast acquisition, Capture, Video, Crash test. [bibtex-entry]


  24. Marc Van Droogenbroeck. Projet CINEMA: communications immersives pour la narration étendue par les mélanges audiovisuels. Rapport scientifique et technique final, 51 pages, August 2007. Keyword(s): Video, Auralization. [bibtex-entry]


  25. Renaud Dardenne and Marc Van Droogenbroeck. libmorpho: a library for mathematical morphology. Software written in ANSI C, GNU GPL License, 2006. Keyword(s): Mathematical morphology, Erosion, Dilation, Opening, Closing, Arbitrary shaped structuring element, Structuring element, Algorithm. [bibtex-entry]


  26. Marc Van Droogenbroeck. Principes de base du réseau GSM et des transmissions GPRS. Oral presentation, 19 pages, Technifutur, Liège, Belgium, October 2006. Keyword(s): GSM, GPRS. [bibtex-entry]


  27. Marc Van Droogenbroeck. La notion de point d'ancrage: théorie et utilisation pour le développement de nouveaux algorithmes. Oral presentation, 45 pages, Center of Mathematical Morphology, Fontainebleau, France, September 2005. Keyword(s): Mathematical morphology, Anchor, Opening, Algorithm, Fast. [bibtex-entry]


  28. Guido Debruyne and Marc Van Droogenbroeck. Faut-il chasser les marchands du temple?. Solvay Business Journal, number 62, pages 29-30, Avril 2004. [bibtex-entry]


  29. Marc Van Droogenbroeck. Brief technical note on ``Entropy as a measure for uncertainty''. Technical note, 3 pages, 2003. Keyword(s): Entropy, Shannon, Bit, Information. [bibtex-entry]


  30. Marc Van Droogenbroeck. Algorithms for mathematical morphology. Oral presentation, ESIEE, Paris, France, November 2002. Keyword(s): Mathematical morphology, Algorithm, Review, Opening. [bibtex-entry]


  31. Marc Van Droogenbroeck. Selective encryption of uncompressed and compressed images. Oral presentation, 46 pages, Centrum Wiskunde & Informatica, November 2002. Keyword(s): Selective encryption, Encryption, Compression, Watermarking, Information. [bibtex-entry]


  32. Marc Van Droogenbroeck and Jean-Marc Wagner. Bluetooth: technologie et potentiel industriel. Final report, 42 pages, 2002. Keyword(s): Bluetooth, Protocol, Layer, Security, Telecommunications. [bibtex-entry]


  33. Benoit Vanderheyden and Marc Van Droogenbroeck. Étude de la paradiaphonie (NEXT) au sein de câbles composés de paires torsadées. Rapport d'études, 37 pages, November 2002. Keyword(s): NEXT, Crosstalk, Model, Line model, Transmission, ADSL, VDSL, Cable. [bibtex-entry]


  34. Marc Van Droogenbroeck. JPEG 2000. Oral presentation, 25 pages, Bruxelles, Belgium, January 2001. Keyword(s): JPEG, JPEG2000, Compression. [bibtex-entry]


  35. Marc Van Droogenbroeck. La télévision numérique aujourd'hui et demain. Oral presentation, 128 pages, Bruxelles, Belgium, January 2001. Keyword(s): Digital television, Compression, MPEG, Color, Transmission. [bibtex-entry]


  36. Marc Van Droogenbroeck. Le futur des télécommunications. Oral presentation, 23 pages, Liège, Belgium, October 2001. Keyword(s): Telecommunications, GSM, Internet, Web. [bibtex-entry]


  37. Marc Van Droogenbroeck. Étude relative au plan de fréquences en Communauté Française de Belgique. Rapport final d'études, 138 pages, étude réalisée pour compte du Conseil Supérieur de l'Audio-Visuel, March 1999. [bibtex-entry]


  38. Marc Van Droogenbroeck. Connection-oriented vs. connectionless communications. ACTS Convair project, Slides of an oral presentation, 12 pages, October 1997. [bibtex-entry]


  39. L. Bouchard, J. Cassas, F. Meyer, C. Oddou, L. Torres, and Marc Van Droogenbroeck. Coding of inside. Deliverable D7 of Race Project Morpheco R2053, 51 pages, December 1993. Keyword(s): Coding, Texture, Deconvolution, Selective deconvolution, Extrapolation, Periodic texture. [bibtex-entry]


  40. Philippe Salembier, J. Casas, A. Gasull, F. Marqués, A. Oliveras, M. Pardàs, L. Torres, Beatriz Marcotegui, Fernand Meyer, Jean Serra, Marc Van Droogenbroeck, P. Brigger, C. Gu, Murat Kunt, Lionel Bouchard, Christophe Oddou, and A. Sirat. Morphological segmentation-based coding of image sequences. COST 211 ter European workshop on new techniques for coding of video signals at very low bitrates, Hannover, Germany, December 1993. Keyword(s): Morphological video coding. [bibtex-entry]


  41. Marc Van Droogenbroeck. Morphologie à seuillage: application au lissage des formes. Internal report N-31/93/MM, 34 pages, School of Mines of Paris, Center of Mathematical Morphology, March 1993. Keyword(s): Mathematical morphology, Fuzzy morphology, Filtering, Shape, Contour, Polymorphism. [bibtex-entry]


  42. Marc Van Droogenbroeck. Shape coding with an optimized morphological region description. Technical report, COST 211 bis, Simulation Subgroup, Ankara, February 1992. Keyword(s): Shape, Coding, Mathematical morphology. [bibtex-entry]


  43. Marc Van Droogenbroeck and Pierre Lemaire. Results in contour-texture coding. Technical report, 3 pages, COST 211 bis, SIM/90/147, Oslo, October 1990. Keyword(s): Contour, Texture, Coding. [bibtex-entry]



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Last modified: Mon Jan 29 11:40:46 2024