Publications and communications of Marc Van Droogenbroeck

Giancola, S.* , Cioppa, A.* , Ghanem, B.* , & Van Droogenbroeck, M.*. (2024). Deep learning for action spotting in association football videos. ORBi-University of Liège. https://orbi.uliege.be/handle/2268/322978. doi:10.48550/arXiv.2410.01304
* These authors have contributed equally to this work.

Benzakour, Y., Cabado, B., Giancola, S., Cioppa, A., Ghanem, B., & Van Droogenbroeck, M. (08 July 2024). OSL-ActionSpotting: A Unified Library for Action Spotting in Sports Videos [Paper presentation]. International Workshop on Sport, Technology and Research (STAR), Lecco, Italy. doi:10.1109/star62027.2024.10635981

Deckyvere, A., Cioppa, A., Giancola, S., Ghanem, B., & Van Droogenbroeck, M. (08 July 2024). Investigating Event-Based Cameras for Video Frame Interpolation in Sports [Paper presentation]. International Workshop on Sport, Technology and Research (STAR), Lecco, Italy. doi:10.1109/star62027.2024.10635973

Cabado, B., Cioppa, A., Giancola, S., Villa, A., Guijarro-Berdiñas, B., Padròn, E. J., Ghanem, B., & Van Droogenbroeck, M. (18 June 2024). Beyond the Premier: Assessing Action Spotting Transfer Capability Across Diverse Domains [Paper presentation]. IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), CVsports, Seattle, United States.

Cantero, C., Sabalbal, M., Ceva, W., Absil, O., Van Droogenbroeck, M., Ségransan, D., & Delorme, P. (17 June 2024). New exoplanet candidates? Deep learning exploration of the SHINE high-contrast imaging survey [Poster presentation]. Exoplanets 5, Leiden, Netherlands.

Gérin, B.* , Halin, A.* , Cioppa, A.* , Henry, M., Ghanem, B., Macq, B., De Vleeschouwer, C., & Van Droogenbroeck, M. (June 2024). Multi-Stream Cellular Test-Time Adaptation of Real-Time Models Evolving in Dynamic Environments [Paper presentation]. IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), WAD, Seattle, United States.
* These authors have contributed equally to this work.

Held, J., Itani, H., Cioppa, A., Giancola, S., Ghanem, B., & Van Droogenbroeck, M. (June 2024). X-VARS: Introducing Explainability in Football Refereeing with Multi-Modal Large Language Models [Paper presentation]. International Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), CVsports.

Leduc, A., Cioppa, A., Giancola, S., Ghanem, B., & Van Droogenbroeck, M. (June 2024). SoccerNet-Depth: a Scalable Dataset for Monocular Depth Estimation in Sports Videos [Paper presentation]. IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), CVsports.

Magera, F., Hoyoux, T., Barnich, O., & Van Droogenbroeck, M. (June 2024). A Universal Protocol to Benchmark Camera Calibration for Sports [Paper presentation]. International Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), CVsports.

Somers, V.* , Joos, V.* , Cioppa, A.* , Giancola, S.* , Ghasemzadeh, S. A., Magera, F., Standaert, B., Mansourian, A. M., Zhou, X., Kasaei, S., Ghanem, B., Alahi, A., Van Droogenbroeck, M., & De Vleeschouwer, C. (June 2024). SoccerNet Game State Reconstruction: End-to-End Athlete Tracking and Identification on a Minimap [Paper presentation]. IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW).
* These authors have contributed equally to this work.

Eymaël, A.* , Vandeghen, R.* , Cioppa, A., Giancola, S., Ghanem, B., & Van Droogenbroeck, M. (2024). Efficient Image Pre-Training with Siamese Cropped Masked Autoencoders. ORBi-University of Liège. https://orbi.uliege.be/handle/2268/315425.
* These authors have contributed equally to this work.

Cantero Mitjans, C., Absil, O., Dahlqvist, C.-H., & Van Droogenbroeck, M. (15 December 2023). NA-SODINN: a deep learning algorithm for exoplanet image detection based on residual noise regimes. Astronomy and Astrophysics, 680, 86. doi:10.1051/0004-6361/202346085

Moncayo Unda, M. G., Van Droogenbroeck, M., Saadi, I., & Cools, M. (December 2023). A longitudinal analysis of the COVID-19 effects on the variability in human activity spaces in Quito, Ecuador. Journal of Transport Geography, 113, 103735. doi:10.1016/j.jtrangeo.2023.103735

Vandeghen, R., Louppe, G., & Van Droogenbroeck, M. (October 2023). Adaptive Self-Training for Object Detection [Poster presentation]. IEEE/CVF International Conference on Computer Vision Workshops (ICCV Workshops), Paris, France. doi:10.1109/ICCVW60793.2023.00098

Cioppa, A.* , Giancola, S.* , Somers, V., Magera, F., Zhou, X., Mkhallati, H., Deliège, A., Held, J., Hinojosa, C., Mansourian, A. M., Miralles, P., Barnich, O., De Vleeschouwer, C., Alahi, A., Ghanem, B., Van Droogenbroeck, M., Kamal, A., Maglo, A., Clapés, A., ... Meng, Z. (2023). SoccerNet 2023 Challenges Results. Sports Engineering. doi:10.1007/s12283-024-00466-4
* These authors have contributed equally to this work.

Fonder, M., & Van Droogenbroeck, M. (2023). A technique to jointly estimate depth and depth uncertainty for unmanned aerial vehicles. In International Conference on Systems, Signals and Image Processing (IWSSIP). IEEE. doi:10.1109/iwssip58668.2023.10180268

Giancola, S.* , Cioppa, A.* , Georgieva, J., Billingham, J., Serner, A., Peek, K., Ghanem, B., & Van Droogenbroeck, M. (June 2023). Towards Active Learning for Action Spotting in Association Football Videos [Paper presentation]. IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Vancouver, Canada. doi:10.48550/arXiv.2304.04220
* These authors have contributed equally to this work.

Held, J.* , Cioppa, A.* , Giancola, S.* , Hamdi, A., Ghanem, B., & Van Droogenbroeck, M. (June 2023). VARS: Video Assistant Referee System for Automated Soccer Decision Making from Multiple Views [Paper presentation]. IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Vancouver, Canada. doi:10.48550/arXiv.2304.04617
* These authors have contributed equally to this work.

Mkhallati, H.* , Cioppa, A.* , Giancola, S.* , Ghanem, B., & Van Droogenbroeck, M. (June 2023). SoccerNet-Caption: Dense Video Captioning for Soccer Broadcasts Commentaries [Paper presentation]. IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Vancouver, Canada. doi:10.48550/arXiv.2304.04565
* These authors have contributed equally to this work.

Houyon, J.* , Cioppa, A.* , Ghunaim, Y., Alfarra, M., Halin, A., Henry, M., Ghanem, B., & Van Droogenbroeck, M. (2023). Online Distillation with Continual Learning for Cyclic Domain Shifts. IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2437-2446. doi:10.1109/CVPRW59228.2023.00242
* These authors have contributed equally to this work.

Pierard, S., Cioppa, A., Halin, A., Vandeghen, R., Maxime Zanella, Benoît Macq, Saïd Mahmoudi, & Van Droogenbroeck, M. (30 March 2023). Pushing AI out of the lab with on-the-fly mixture domain adaptation [Paper presentation]. The European AI week, Brussels, Belgium.

Cioppa, A., Giancola, S., Deliège, A., Somers, V., Magera, F., Mkhallati, H., Kang, L., Zhou, X., Cheng, Z., Ghanem, B., & Van Droogenbroeck, M. (21 February 2023). SoccerNet: Exploring the Game with Computer Vision [Poster presentation]. Rising Stars in AI Symposium 2023, Thuwal, Saudi Arabia.

Pierard, S., Cioppa, A., Halin, A., Vandeghen, R., Maxime Zanella, Benoît Macq, Saïd Mahmoudi, & Van Droogenbroeck, M. (2023). Mixture Domain Adaptation to Improve Semantic Segmentation in Real-World Surveillance. In Proceedings of IEEE/CVF Winter Conference on Applications of Computer Vision (WACVW) (pp. 22-31). IEEE. doi:10.1109/wacvw58289.2023.00007

Fonder, M., Ernst, D., & Van Droogenbroeck, M. (01 December 2022). Parallax Inference for Robust Temporal Monocular Depth Estimation in Unstructured Environments. Sensors, 22 (23), 1-22. doi:10.3390/s22239374

Moncayo Unda, M. G., Van Droogenbroeck, M., Saadi, I., & Cools, M. (29 November 2022). An anonymised longitudinal GPS location dataset to understand changes in activity-travel behaviour between pre- and post-COVID periods. Data in Brief, 45, 1-12. doi:10.1016/j.dib.2022.108776

Giancola, S.* , Cioppa, A.* , Deliège, A., Magera, F., Somers, V., Kang, L., Zhou, X., Barnich, O., De Vleeschouwer, C., Alahi, A., Ghanem, B., Van Droogenbroeck, M., Darwish, A., Maglo, A., Clapés, A., Luyts, A., Boiarov, A., Xarles, A., Orcesi, A., ... Li, Z. (2022). SoccerNet 2022 Challenges Results. In ACM International Conference on Multimedia (pp. 75-86). New York, United States - New York: Association for Computing Machinery. doi:10.1145/3552437.3558545
* These authors have contributed equally to this work.

Mertens, H., & Van Droogenbroeck, M. (2022). Error-rate in Viterbi decoding of a duobinary signal in presence of noise and distortions: theory and simulation. ORBi-University of Liège. https://orbi.uliege.be/handle/2268/294369. doi:10.48550/arXiv.2209.01360

Cantalloube, F., Christiaens, V., Cantero Mitjans, C., Nasedkin, E., Cioppa, A., Absil, O., Bonse, M. J., Delorme, P., Gomez Fernandez Blanco, C., Juillard, S., Mazoyer, J., Samland, M., Ruffio, J.-B., & Van Droogenbroeck, M. (2022). Exoplanet imaging data challenge, phase II: characterization of exoplanet signals in high-contrast images. In Adaptive Optics Systems VIII, volume 12185 (pp. 8-24). SPIE. doi:10.1117/12.2627968

Cioppa, A.* , Deliège, A.* , Giancola, S.* , Ghanem, B., & Van Droogenbroeck, M. (21 June 2022). Scaling up SoccerNet with multi-view spatial localization and re-identification. Scientific Data, 9 (1). doi:10.1038/s41597-022-01469-1
* These authors have contributed equally to this work.

Cioppa, A.* , Giancola, S.* , Deliège, A.* , Kang, L.* , Zhou, X.* , Cheng, Z., Ghanem, B., & Van Droogenbroeck, M. (2022). SoccerNet-Tracking: Multiple Object Tracking Dataset and Benchmark in Soccer Videos. In IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (pp. 3490-3501). IEEE. doi:10.1109/CVPRW56347.2022.00393
* These authors have contributed equally to this work.

Vandeghen, R.* , Cioppa, A.* , & Van Droogenbroeck, M. (2022). Semi-Supervised Training to Improve Player and Ball Detection in Soccer. In IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (pp. 3480-3489). IEEE. doi:10.1109/cvprw56347.2022.00392
* These authors have contributed equally to this work.

Cioppa, A.* , Giancola, S.* , Deliège, A., Ghanem, B., & Van Droogenbroeck, M. (31 May 2022). Goal! A practical guide to soccer video understanding [Paper presentation]. Norwegian Artificial Intelligence Society Symposium, Oslo, Norway.
* These authors have contributed equally to this work.

Vandeghen, R.* , Cioppa, A.* , & Van Droogenbroeck, M. (03 May 2022). Semi-Supervised Training to Improve Detection for Satellite Images [Poster presentation]. AI4Copernicus: Earth Observation and Artificial Intelligence for a Safer World, Bruxelles, Belgium.
* These authors have contributed equally to this work.

Pierard, S., Braham, M., & Van Droogenbroeck, M. (2022). An exploration of the performances achievable by combining unsupervised background subtraction algorithms. ORBi-University of Liège. https://orbi.uliege.be/handle/2268/288482. doi:10.48550/arXiv.2202.12563

Cioppa, A., Deliège, A., Giancola, S., Magera, F., Somers, V., Cheng, Z., Kang, L., Zhou, X., Ghanem, B., & Van Droogenbroeck, M. (2022). Soccer Player Tracking, Re-Identification, Camera Calibration and Action Spotting - SoccerNet Challenge 2022 [Paper presentation]. ACAD Research presentation.

La Rocca, R., Cioppa, A., Van Droogenbroeck, M., Eppe, G., & Quinton, L. (2022). Relational Graph Convolutional Network for Robust Mass Spectrum Classification [Paper presentation]. The International Mass Spectrometry Conference 2022 (IMSC 2022), Maastricht, Netherlands.

Halin, A., Verly, J., & Van Droogenbroeck, M. (18 August 2021). Survey and synthesis of state of the art in driver monitoring. Sensors, 21 (16), 1-49. doi:10.3390/s21165558

Cioppa, A., Deliège, A., Giancola, S., Seikavandi, M., Dueholm, J., Nasrollahi, K., Ghanem, B., Moeslund, T., & Van Droogenbroeck, M. (19 June 2021). SoccerNet challenge : Task presentation and winner announcement [Paper presentation]. IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), ActivityNet.

Cioppa, A., Deliège, A., Magera, F., Giancola, S., Barnich, O., Ghanem, B., & Van Droogenbroeck, M. (2021). 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). IEEE. doi:10.1109/CVPRW53098.2021.00511

Deliège, A., Cioppa, A., Giancola, S., Seikavandi, M., Dueholm, J., Nasrollahi, K., Ghanem, B., Moeslund, T., & Van Droogenbroeck, M. (2021). SoccerNet-v2: A Dataset and Benchmarks for Holistic Understanding of Broadcast Soccer Videos. In IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (pp. 4508-4519). doi:10.1109/CVPRW53098.2021.00508

Moncayo Unda, M. G., Van Droogenbroeck, M., Saadi, I., & Cools, M. (2021). Variability of people's activity space using GPS-based trajectory data. In B. van Wee (Ed.), Proceedings of the BIVEC-GIBET Transport Research Days 2021 (pp. 298-302). Delft, Netherlands: Delft University of Technology and TRAIL.

Van Droogenbroeck, M., Wagner, J.-M., Pierlot, V., Latour, P., & Vandeghen, R. (2021). Analysis and Design of Telecommunications Systems: Manual of Exercises. (ULiège - Université de Liège, ELEN0017-1 Analysis and Design of Telecommunications Systems).

Cantalloube, F., Gomez Gonzalez, C., Absil, O., Cantero Mitjans, C., Bacher, R., Bonse, M. J., Bottom, M., Dahlqvist, C.-H., Desgrange, C., Flasseur, O., Fuhrmann, T., Henning, T., Jensen-Clem, R., Kenworthy, M., Mawet, D., Mesa, D., Meshkat, T., Mouillet, D., Müller, A., ... Van Droogenbroeck, M. (2020). Exoplanet imaging data challenge: benchmarking the various image processing methods for exoplanet detection. In L. Schreiber, D. Schmidt, ... E. Vernet, Adaptive Optics Systems VII (pp. 1-36). Bellingham, WA, United States: SPIE. doi:10.1117/12.2574803

Cioppa, A., Van Droogenbroeck, M., & Braham, M. (2020). Real-Time Semantic Background Subtraction. In Proceedings of the IEEE International Conference on Image Processing (ICIP) (pp. 3214-3218). doi:10.1109/ICIP40778.2020.9190838

Pierard, S., & Van Droogenbroeck, M. (2020). Summarizing the performances of a background subtraction algorithm measured on several videos. In Proceedings of the IEEE International Conference on Image Processing (ICIP) (pp. 3234-3238). doi:10.1109/ICIP40778.2020.9190865

Van Droogenbroeck, M., Braham, M., & Pierard, S. (08 July 2020). Foreground and background detection method.

Van Droogenbroeck, M., Braham, M., & Cioppa, A. (07 July 2020). Foreground and background detection method.

Moncayo Unda, M. G., Saadi, I., Van Droogenbroeck, M., & Cools, M. (July 2020). Using mobile phones to collect data including user feedback for the analysis of urban mobility [Paper presentation]. Mobile Tartu 2020 conference. Mobile phones, travel and transportation, Tartu, Estonia.

Cioppa, A., Braham, M., & Van Droogenbroeck, M. (18 June 2020). Asynchronous Semantic Background Subtraction. Journal of Imaging, 6 (20), 1-20. doi:10.3390/jimaging6060050

Cioppa, A.* , Deliège, A.* , Giancola, S.* , Ghanem, B., Van Droogenbroeck, M., Gade, R., & Moeslund, T. B. (2020). A Context-Aware Loss Function for Action Spotting in Soccer Videos. IEEE Conference on Computer Vision and Pattern Recognition. Proceedings, 13123-13133. doi:10.1109/CVPR42600.2020.01314
* These authors have contributed equally to this work.

Cioppa, A.* , Deliège, A.* , Noor, U. H., Gade, R., Van Droogenbroeck, M., & Moeslund, T. B. (2020). Multimodal and multiview distillation for real-time player detection on a football field. IEEE Conference on Computer Vision and Pattern Recognition. Proceedings, 3846-3855. doi:10.1109/CVPRW50498.2020.00448
* These authors have contributed equally to this work.

Van Droogenbroeck, M., Latour, P., Wagner, J.-M., Pierlot, V., & Vandeghen, R. (2020). Principes des télécommunications analogiques et numériques: manuel des répétitions. (ULiège - Université de Liège, Belgium, ELEN0008-1 Principes des télécommunications analogiques et numériques).

Van Droogenbroeck, M., Braham, M., & Pierard, S. (07 April 2020). Foreground and background detection method.

Deliège, A., Cioppa, A., & Van Droogenbroeck, M. (04 March 2020). Ghost Loss to Question the Reliability of Training Data. IEEE Access, 8, 44774-44782. doi:10.1109/ACCESS.2020.2978283

Deliège, A., Istasse, M., Kumar, A., De Vleeschouwer, C., & Van Droogenbroeck, M. (2020). Ordinal Pooling. In 30th British Machine Vision Conference.

Van Droogenbroeck, M., Deliège, A., & Cioppa, A. (19 December 2019). Image classification using neural networks.

Van Droogenbroeck, M., Deliège, A., & Cioppa, A. (18 December 2019). Image classification using neural networks.

Pierlot, V., & Van Droogenbroeck, M. (2019). Statistical analysis of modulated codes for robot positioning -- Application to BeAMS. ORBi-University of Liège. https://orbi.uliege.be/handle/2268/144734. doi:10.36227/techrxiv.10303526.v1

Cioppa, A.* , Deliège, A.* , Istasse, M., De Vleeschouwer, C., & Van Droogenbroeck, M. (2019). ARTHuS: Adaptive Real-Time Human Segmentation in Sports through Online Distillation. Conference on Computer Vision and Pattern Recognition Workshops, 2505-2514. doi:10.1109/CVPRW.2019.00306
* These authors have contributed equally to this work.

Fonder, M., & Van Droogenbroeck, M. (2019). Mid-Air: A multi-modal dataset for extremely low altitude drone flights. IEEE Conference on Computer Vision and Pattern Recognition. Proceedings, 553-562. doi:10.1109/CVPRW.2019.00081

Van Droogenbroeck, M. (2019). Le deep learning: vers l'infini et au delà [Paper presentation]. Journée de la DeepLearning academy, Institut Montefiore, Liège, Belgium.

Moncayo Unda, M. G., Saadi, I., Van Droogenbroeck, M., & Cools, M. (2019). SmartGPS: An Android app for collecting urban mobility data. In F. Witlox (Ed.), Proceedings of the BIVEC-GIBET Transport Research Days 2019. Ghent, Belgium: Ghent University.

Latour, P., & Van Droogenbroeck, M. (2019). Dual Approaches for Elliptic Hough Transform: Eccentricity/Orientation vs Center based. In Discrete Geometry for Computer Imagery (pp. 367-379). Springer. doi:10.1007/978-3-030-14085-4_29

Deliège, A., Cioppa, A., & Van Droogenbroeck, M. (2019). An Effective Hit-or-Miss Layer Favoring Feature Interpretation as Learned Prototypes Deformations. In Thirty-Third AAAI Conference on Artificial Intelligence.

Van Droogenbroeck, M., Braham, M., & Pierard, S. (February 2019). Foreground and background detection method.

Lejeune, A., Verly, J., & Van Droogenbroeck, M. (September 2018). 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. doi:10.1109/TPAMI.2017.2746618

Massoz, Q., Verly, J., & Van Droogenbroeck, M. (25 August 2018). Multi-timescale drowsiness characterization based on a video of a driver’s face. Sensors, 18 (9), 2801. doi:10.3390/s18092801

Laugraud, B., Pierard, S., & Van Droogenbroeck, M. (25 June 2018). LaBGen-P-Semantic: A First Step for Leveraging Semantic Segmentation in Background Generation. Journal of Imaging, 4 (7), 86. doi:10.3390/jimaging4070086

Deliège, A.* , Cioppa, A.* , & Van Droogenbroeck, M.*. (18 June 2018). HitNet: a neural network with capsules embedded in a Hit-or-Miss layer, extended with hybrid data augmentation and ghost capsules. arXiv, 1806.06519.
* These authors have contributed equally to this work.

Cioppa, A., Deliège, A., & Van Droogenbroeck, M. (2018). A bottom-up approach based on semantics for the interpretation of the main camera stream in soccer games. In IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (pp. 1846-1855). IEEE. doi:10.1109/CVPRW.2018.00229

Gómez González, C., Absil, O., & Van Droogenbroeck, M. (01 June 2018). Supervised detection of exoplanets in high-contrast imaging sequences. Astronomy and Astrophysics, 613, 71. doi:10.1051/0004-6361/201731961

Latour, P., & Van Droogenbroeck, M. (December 2017). The LNQ25 and ELN PVT Metrics Exhibit a Good Sensitivity to Sleep Deprivation and are Independent from the Subject. Sleep Medicine, 40, 178-179. doi:10.1016/j.sleep.2017.11.523

Azrour, S., Pierard, S., Geurts, P., & Van Droogenbroeck, M. (2017). 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 (pp. 3-14). Springer. doi:10.1007/978-3-319-70353-4_1

Braham, M., Pierard, S., & Van Droogenbroeck, M. (2017). Semantic Background Subtraction. In IEEE International Conference on Image Processing (ICIP), Beijing 17-20 September 2017 (pp. 4552-4556). IEEE. doi:10.1109/ICIP.2017.8297144

Laugraud, B., & Van Droogenbroeck, M. (2017). Is a Memoryless Motion Detection Truly Relevant for Background Generation with LaBGen? In Advanced Concepts for Intelligent Vision Systems (pp. 443-454). doi:10.1007/978-3-319-70353-4_38

Gómez González, C., Wertz, O., Absil, O., Christiaens, V., Defrere, D., Mawet, D., Milli, J., Absil, P.-A., Van Droogenbroeck, M., Cantalloube, F., Hinz, P., Skemer, A., Karlson, M., & Surdej, J. (13 June 2017). VIP: Vortex Image Processing package for high-contrast direct imaging. Astronomical Journal, 154, 7. doi:10.3847/1538-3881/aa73d7

Latour, P., & Van Droogenbroeck, M. (2017). New PVT Metrics with an Improved Sensitivity to Sleep Deprivation: Analysis from Short to Long Time Intervals. In Managing Fatigue 2017 - Online Proceedings - http://fatigueconference2017.com/presentations.html.

Laugraud, B., Pierard, S., & Van Droogenbroeck, M. (2017). LaBGen: A method based on motion detection for generating the background of a scene. Pattern Recognition Letters, 96, 12-21. doi:10.1016/j.patrec.2016.11.022

Laugraud, B., Pierard, S., & Van Droogenbroeck, M. (2016). LaBGen-P: A Pixel-Level Stationary Background Generation Method Based on LaBGen. In 2016 International Conference on Pattern Recognition Contest Proceedings (pp. 107-113). IEEE. doi:10.1109/ICPR.2016.7899617

Pierard, S., & Van Droogenbroeck, M. (16 September 2016). What are the optimal walking tests to assess disability progression? Multiple Sclerosis Journal, 22 (S3), 452-453.

Van Droogenbroeck, M. (15 August 2016). Background subtraction and background generation [Paper presentation]. 1st International Vortex Workshop, Pasadena, United States.

Osmalsky, J., Van Droogenbroeck, M., & Embrechts, J.-J. (2016). Enhancing Cover Song Identification with Hierarchical Rank Aggregation. In Proceedings of the 17th International for Music Information Retrieval Conference (pp. 136-142).

Azrour, S., Pierard, S., & Van Droogenbroeck, M. (2016). Leveraging orientation knowledge to enhance human pose estimation methods. In Articulated Motion and Deformable Objects AMDO 2016 (pp. 81-87). Springer. doi:10.1007/978-3-319-41778-3_8

Pierard, S., Lejeune, A., & Van Droogenbroeck, M. (July 2016). Boosting shape classifiers accuracy by considering the inverse shape. Journal of Pattern Recognition Research, 11 (1), 41-54. doi:10.13176/11.727

Azrour, S., Pierard, S., & Van Droogenbroeck, M. (19 May 2016). Improving pose estimation by building dedicated datasets and using orientation [Poster presentation]. Human Motion Analysis for Healthcare Applications, London, United Kingdom.

Pierard, S., Azrour, S., & Van Droogenbroeck, M. (19 May 2016). Slicing the 3D space into planes for the fast interpretation of human motion [Poster presentation]. Human Motion Analysis for Healthcare Applications, London, United Kingdom.

Braham, M., & Van Droogenbroeck, M. (2016). Deep Background Subtraction with Scene-Specific Convolutional Neural Networks. In IEEE International Conference on Systems, Signals and Image Processing (IWSSIP), Bratislava 23-25 May 2016 (pp. 1-4). IEEE. doi:10.1109/IWSSIP.2016.7502717

Gómez González, C., Absil, O., Absil, P.-A., Van Droogenbroeck, M., Mawet, D., & Surdej, J. (13 April 2016). Low-rank plus sparse decomposition for exoplanet detection in direct-imaging ADI sequences. The LLSG algorithm. Astronomy and Astrophysics, 589, 54. doi:10.1051/0004-6361/201527387

Van Droogenbroeck, M. (2015). Quand les ondes électromagnétiques vous informent ! [Paper presentation]. Journée d'études scientifiques: Un bain d'ondes électromagnétiques?, Liège, Belgium.

Azrour, S., Pierard, S., & Van Droogenbroeck, M. (09 October 2015). Defining a score based on gait analysis for the longitudinal follow-up of MS patients. Multiple Sclerosis Journal, 23 (S11), 408-409.

Pierard, S., Phan-Ba, R., & Van Droogenbroeck, M. (09 October 2015). Understanding how people with MS get tired while walking [Paper presentation]. ECTRIMS, Bercelona, Spain.

Braham, M., & Van Droogenbroeck, M. (2015). A Generic Feature Selection Method for Background Subtraction Using Global Foreground Models. In Advanced Concepts for Intelligent Vision Systems (ACIVS), Catania 26-29 October 2015 (pp. 717-728). Springer. doi:10.1007/978-3-319-25903-1_62

Laugraud, B., Latour, P., & Van Droogenbroeck, M. (2015). Time Ordering Shuffling for Improving Background Subtraction. In Advanced Concepts for Intelligent Vision Systems (pp. 58-69). Springer. doi:10.1007/978-3-319-25903-1_6

Laugraud, B., Pierard, S., Braham, M., & Van Droogenbroeck, M. (2015). Simple Median-Based Method for Stationary Background Generation Using Background Subtraction Algorithms. In New Trends in Image Analysis and Processing - ICIAP 2015 Workshops (pp. 477-484). Springer. doi:10.1007/978-3-319-23222-5_58

Pierard, S., & Van Droogenbroeck, M. (2015). 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) (pp. 527-534). Springer. doi:10.1007/978-3-319-23222-5_64

Defrere, D., Absil, O., Mawet, D., Michael, K., Habraken, S., Surdej, J., Absil, P.-A., Carlomagno, B., Christieans, V., Delacroix, C., Girard, J., Forsberg, P., Gonzalez Gomez, C., Hinz, P., Huby, E., Jolivet, A., Milli, J., Pantin, E., Piron, P., ... Wertz, O. (16 July 2015). Direct exoplanet imaging with small-angle Vortex coronagraphs [Paper presentation]. Pathways Towards Habitable Planets II, Bern, Switzerland.

Phan-Ba, R., Giet, A., Pierard, S., & Van Droogenbroeck, M. (10 April 2015). Individual variation of gait parameters along a 500 meter walk in people with multiple sclerosis and healthy volonteers [Poster presentation]. 20th Annual Conference of Rehabilitaon In Multiple Sclerosis (RIMS), Milan, Italy.

Phan-Ba, R., Pierard, S., Giet, A., & Van Droogenbroeck, M. (10 April 2015). Individual variation of gait characteristics along a 500 meter walk in people with multiple sclerosis and healthy volunteers [Paper presentation]. RIMS (Rehabilitation in Multiple Sclerosis), Milano, Italy.

Giet, A., Pierard, S., Foidart-Dessalle, M., Van Droogenbroeck, M., & Phan-Ba, R. (April 2015). Assessment of physical therapy and activity in multiple sclerosis (APTAIMS): development, reliability and validity of a new questionnaire [Paper presentation]. RIMS (Rehabilitation in Multiple Sclerosis), Milano, Italy.

Pierard, S., Phan-Ba, R., Giet, A., & Van Droogenbroeck, M. (April 2015). GAIMS: a tool specifically developed for the clinical gait analysis of patients with multiple sclerosis [Paper presentation]. RIMS (Rehabilitation in Multiple Sclerosis), Milano, Italy.

Van Droogenbroeck, M., & Cioppa, A. (2015). Computer Vision. (ULiège - Université de Liège, ELEN0016 Computer vision).

Braham, M., Lejeune, A., & Van Droogenbroeck, M. (2014). A physically motivated pixel-based model for background subtraction in 3D images. In IEEE International Conference on 3D Imaging (IC3D), Liège 9-10 December 2014. Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/IC3D.2014.7032591

Lejeune, A., Grogna, D., Van Droogenbroeck, M., & Verly, J. (2014). Evaluation of pairwise calibration techniques for range cameras and their ability to detect a misalignment. In International Conference on 3D Imaging (IC3D) (pp. 1-6). doi:10.1109/IC3D.2014.7032596

Pierard, S., Azrour, S., Phan-Ba, R., DELVAUX, V., Maquet, P., & Van Droogenbroeck, M. (11 September 2014). Diagnosing multiple sclerosis with a gait measuring system, an analysis of the motor fatigue, and machine learning [Paper presentation]. Joint ACTRIMS-ECTRIMS Meeting, Boston, United States.

Absil, O., Mawet, D., Delacroix, C., Forsberg, P., Karlsson, M., Habraken, S., Surdej, J., Absil, P.-A., Carlomagno, B., Christiaens, V., Defrere, D., Gómez González, C., Huby, E., Jolivet, A., Milli, J., Piron, P., Vargas Catalan, E., & Van Droogenbroeck, M. (2014). The VORTEX project: first results and perspectives. In E. Marchetti, L. Close, ... J.-P. Véran (Eds.), Adaptive Optics Systems IV (pp. 91480). Bellingham, United States - Washington: SPIE. doi:10.1117/12.2055702

Jodoin, P.-M., Pierard, S., Wang, Y., & Van Droogenbroeck, M. (2014). Overview and Benchmarking of Motion Detection Methods. In Bouwmans, Porikli, Hoferlin, ... Vacavant (Eds.), Background Modeling and Foreground Detection for Video Surveillance (9781482205374). Chapman and Hall/CRC. doi:10.1201/b17223-34

Van Droogenbroeck, M., & Barnich, O. (2014). ViBe: A Disruptive Method for Background Subtraction. In Bouwans, Porikli, Hoferlin, ... Vacavant (Eds.), Background Modeling and Foreground Detection for Video Surveillance (pp. 7.1-7.23). Chapman and Hall/CRC. doi:10.1201/b17223

Pierard, S., Azrour, S., Phan-Ba, R., & Van Droogenbroeck, M. (17 June 2014). Detection and characterization of gait modifications, for the longitudinal follow-up of patients with neurological diseases, based on the gait analyzing system GAIMS [Poster presentation]. The European Life Sciences Summit BIOMEDICA, Maastricht, Netherlands.

Pierard, S., Marcos Alvarez, A., Lejeune, A., & Van Droogenbroeck, M. (2014). On-the-fly domain adaptation of binary classifiers. In 23rd Belgian-Dutch Conference on Machine Learning (BENELEARN) (pp. 20-28).

Pierlot, V., & Van Droogenbroeck, M. (June 2014). BeAMS: a Beacon based Angle Measurement Sensor for mobile robot positioning. IEEE Transactions on Robotics, 30 (30), 533-549. doi:10.1109/TRO.2013.2293834

Pierlot, V., & Van Droogenbroeck, M. (June 2014). A New Three Object Triangulation Algorithm for Mobile Robot Positioning. IEEE Transactions on Robotics, 30 (3), 566-577. doi:10.1109/TRO.2013.2294061

Osmalsky, J., Van Droogenbroeck, M., & Embrechts, J.-J. (2014). Performances of low-level audio classifiers for large-scale music similarity. In International Conference on Systems, Signals and Image Processing (pp. 91-94).

Pierard, S., Azrour, S., & Van Droogenbroeck, M. (2014). Design of a reliable processing pipeline for the non-intrusive measurement of feet trajectories with lasers. In International Conference on Acoustics, Speech, and Signal Processing (ICASSP) (pp. 4432-4436). doi:10.1109/ICASSP.2014.6854433

Pierard, S., Phan-Ba, R., & Van Droogenbroeck, M. (2014). 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) (pp. 419-424).

Azrour, S., Pierard, S., Geurts, P., & Van Droogenbroeck, M. (2014). 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) (pp. 649-654).

Van Droogenbroeck, M. (2014). Analysis and Design of Telecommunications Systems. (ULiège - Université de Liège, Belgium, ELEN0017-1).

Azrour, S., Pierard, S., & Van Droogenbroeck, M. (07 November 2013). Using GAit Measuring System (GAIMS) to discriminate patients with multiple sclerosis from healthy person [Poster presentation]. Workshop on measurement : Challenges and Opportunities, Liège, Belgium.

Laugraud, B., Pierard, S., & Van Droogenbroeck, M. (07 November 2013). Metrics to evaluate binary classifiers for video background extraction: weaknesses, strengths, and perspectives [Paper presentation]. Workshop on measurement : Challenges and Opportunities, Liège, Belgium.

Pierard, S., Azrour, S., & Van Droogenbroeck, M. (07 November 2013). Measuring feet trajectories: challenges and applications [Paper presentation]. Workshop on measurement : Challenges and Opportunities, Liège, Belgium.

PHAN BA, R., Pierard, S., LOMMERS, E., DELRUE, G., CALAY, P., Van Droogenbroeck, M., DELVAUX, V., & MAQUET, P. (October 2013). Relative Contribution of Walking Speed, Ataxia and Gait asymmetry to the Composition of Gait in Multiple Sclerosis. Multiple Sclerosis Journal, 19 (S1), 261.

Pierard, S., Azrour, S., PHAN BA, R., & Van Droogenbroeck, M. (October 2013). GAIMS: A Reliable Non-Intrusive Gait Measuring System. ERCIM News, 95, 26-27.

Pierard, S., PHAN BA, R., DELVAUX, V., Maquet, P., & Van Droogenbroeck, M. (October 2013). GAIMS: a powerful gait analysis system satisfying the constraints of clinical routine [Paper presentation]. European Committee for Treatment and Research in Multiple Sclerosis (ECTRIMS), Copenhagen, Denmark.

PHAN BA, R., DELRUE, G., Pierard, S., LOMMERS, E., CALAY, P., Van Droogenbroeck, M., & DELVAUX, V. (10 June 2013). Influence of the mode of walk on walking speed in multiple sclerosis: are you walking comfortably? [Poster presentation]. Twenty-third meeting of the European Neurological Society, Barcelona, Spain.

Osmalsky, J., Pierard, S., Van Droogenbroeck, M., & Embrechts, J.-J. (2013). Efficient database pruning for large-scale cover song recognition. In International Conference on Acoustics, Speech, and Signal Processing (ICASSP). IEEE.

Géraud, T., Talbot, H., & Van Droogenbroeck, M. (2013). Algorithms for mathematical morphology. In L. Najman & H. Talbot (Eds.), Mathematical morphology: from theory to applications (pp. 323-353). ISTE & Wiley. doi:10.1002/9781118600788.ch12

Van Droogenbroeck, M. (2013). Digital Image and Video Processing. (ULiège - Université de Liège, Belgium, ELEN0016-1 Digital Image and Video Processing).

Pierard, S., Pierlot, V., Lejeune, A., & Van Droogenbroeck, M. (2012). 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) (pp. 8). doi:10.1109/IC3D.2012.6615140

Van Droogenbroeck, M. (2012). Satellite Communications.

PHAN BA, R., Pierard, S., Moonen, G., Van Droogenbroeck, M., & Belachew, S. (12 October 2012). Deciphering Distance-Induced Deceleration of Gait and Ataxia in People with Multiple Sclerosis. Multiple Sclerosis Journal, 18 (S4), 338.

PHAN BA, R., Pierard, S., MOONEN, G., Van Droogenbroeck, M., & Belachew, S. (11 October 2012). Detection and Quantification of Efficiency and Quality of Gait Impairment in Multiple Sclerosis through Foot Path Analysis. Multiple Sclerosis Journal, 18 (S4), 110.

Lejeune, A., Van Droogenbroeck, M., & Verly, J. (2012). Adaptive bilateral filtering for range images. In URSI Benelux Forum 2012 (pp. 1).

Lejeune, A., Pierard, S., Van Droogenbroeck, M., & Verly, J. (July 2012). Utilisation de la Kinect. Linux Magazine France, 151, 16-29.

Van Droogenbroeck, M., & Paquot, O. (2012). Background Subtraction: Experiments and Improvements for ViBe. In Change Detection Workshop (pp. 32-37). IEEE. doi:10.1109/CVPRW.2012.6238924

Van Droogenbroeck, M. (2012). La détection de mouvement dans une vidéo: histoire d'une technologie et d'un brevet [Paper presentation]. Rencontres, Liège, Belgium.

Osmalsky, J., Embrechts, J.-J., Van Droogenbroeck, M., & Pierard, S. (2012). Neural networks for musical chords recognition. In Journées d'informatique musicale (pp. 39-46).

Pierard, S., Lejeune, A., & Van Droogenbroeck, M. (2012). Recognition of emotions in facial images. https://orbi.uliege.be/handle/2268/115433

Pierard, S., & Van Droogenbroeck, M. (2012). On the human pose recovery based on a single view. In International conference on pattern recognition applications and methods (ICPRAM) (pp. 310-315 (in volume 2).

Pierard, S., & Van Droogenbroeck, M. (2012). Estimation of human orientation based on silhouettes and machine learning principles. In International conference on pattern recognition applications and methods (ICPRAM) (pp. 51-60 (in volume 2).

Schadeck, D., & Van Droogenbroeck, M. (2012). Développement d'un prototype exploitant les brevets ViBe et le chiffrement d'images. University of Liège. https://orbi.uliege.be/handle/2268/112949

Belachew, S., Pierard, S., PHAN BA, R., & Van Droogenbroeck, M. (2012). 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.

Lejeune, A., Van Droogenbroeck, M., & Verly, J. (08 December 2011). The secrets of the Kinect ... in depth! [Paper presentation]. 3D Stereo Media, Conference of Professional Forum, Liège, Belgium.

Lejeune, A., Pierard, S., Van Droogenbroeck, M., & Verly, J. (2011). A new jump edge detection method for 3D cameras. In International Conference on 3D Imaging (IC3D) (pp. 7). IEEE. doi:10.1109/IC3D.2011.6584393

Pierard, S., PHAN BA, R., Van Droogenbroeck, M., & Belachew, S. (2011). A new low-cost and non-intrusive feet tracker. In Workshop on Circuits, Systems and Signal Processing (ProRISC) (pp. 382-387).

Van Droogenbroeck, M. (2011). 3D Vision. (ULiège - Université de Liège, Belgium, INFO0096-1 3D Vision).

Van Droogenbroeck, M., & Barnich, O. (30 August 2011). Visual Background Extractor.

Pierard, S., Leroy, D., Hansen, J.-F., & Van Droogenbroeck, M. (2011). Estimation of human orientation in images captured with a range camera. In Advanced Concepts for Intelligent Vision Systems (ACIVS) (pp. 519-530). Springer. doi:10.1007/978-3-642-23687-7_47

Pierlot, V., & Van Droogenbroeck, M. (2011). Analysis of a robot positioning system based on a rotating receiver, beacons, and coded signals. In Proceedings of the European Signal Processing Conference (EUSIPCO) (pp. 1766-1770).

Van Droogenbroeck, M., & Pierard, S. (2011). Object descriptors based on a list of rectangles: method and algorithm. In Soille (Ed.), International Symposium on Mathematical Morhology (ISMM) (pp. 155-165). Berlin, Germany: Springer-Verlag. doi:10.1007/978-3-642-21569-8

Van Droogenbroeck, M., & Barnich, O. (15 June 2011). Visual background extractor.

Barnich, O., & Van Droogenbroeck, M. (June 2011). ViBe: A universal background subtraction algorithm for video sequences. IEEE Transactions on Image Processing, 20 (6), 1709-1724. doi:10.1109/TIP.2010.2101613

Pierlot, V., Van Droogenbroeck, M., & Urbin-Choffray, M. (2011). A new three object triangulation algorithm based on the power center of three circles. In Research and Education in Robotics (EUROBOT) (pp. 248-262). Springer. doi:10.1007/978-3-642-21975-7_22

Pierard, S., Lejeune, A., & Van Droogenbroeck, M. (2011). A probabilistic pixel-based approach to detect humans in video streams. In International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2011) (pp. 921-924). IEEE. doi:10.1109/ICASSP.2011.5946555

Van Droogenbroeck, M. (2011). Étude relative à la définition d’une nouvelle architecture pour l’évolution du simulateur de tirs: rapport final. https://orbi.uliege.be/handle/2268/109037

Barnich, O., Pierard, S., & Van Droogenbroeck, M. (2010). A virtual curtain for the detection of humans and access control. In Advanced Concepts for Intelligent Vision Systems (ACIVS) (pp. 98-109). doi:10.1007/978-3-642-17691-3_10

Pierard, S., Lejeune, A., & Van Droogenbroeck, M. (2010). 3D information is valuable for the detection of humans in video streams. In 3D Stereo Media.

Van Droogenbroeck, M. (December 2010). Introduction to Mathematical Morphology: Overview and Trends [Paper presentation]. Conference cycle, Liège, Belgium.

Pierlot, V., Tassin, P., & Van Droogenbroeck, M. (2010). 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 (pp. 36-39).

Pierard, S., Pierlot, V., Barnich, O., Van Droogenbroeck, M., & Verly, J. (2010). A platform for the fast interpretation of movements and localization of users in 3D applications driven by a range camera. In Proceedings of the 3DTV Conference (pp. 4). doi:10.1109/3DTV.2010.5506408

Van Droogenbroeck, M., & Barnich, O. (17 February 2010). Visual background extractor.

Borghgraef, A., Barnich, O., Lapierre, F., Van Droogenbroeck, M., Philips, W., & Acheroy, M. (2010). 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. doi:10.1155/2010/978451

Géraud, T., Talbot, H., & Van Droogenbroeck, M. (2010). Morphologie et Algorithmes. In Morphologie mathématique 2: estimation, choix et mise en oeuvre (pp. 151-180). Paris, France: Lavoisier.

Pierard, S., Leens, J., & Van Droogenbroeck, M. (November 2009). Real-time processing of depth and color video streams to improve the reliability of depth maps [Poster presentation]. 3D Stereo Media, Liège, Belgium.

Pierard, S., & Van Droogenbroeck, M. (2009). Techniques to improve the foreground segmentation with a 3D camera and a color camera [Paper presentation]. 20th Annual Workshop on Circuits, Systems and Signal Processing (ProRISC), Veldhoven, Netherlands.

Pierard, S., & Van Droogenbroeck, M. (2009). A technique for building databases of annotated and realistic human silhouettes based on an avatar. In Annual Workshop on Circuits, Systems and Signal Processing (ProRISC) (pp. 243-246).

Pierlot, V., & Van Droogenbroeck, M. (2009). A simple and low cost angle measurement system for mobile robot positioning. In Workshop on Circuits, Systems and Signal Processing (ProRISC) (pp. 251-254).

Barnich, O., & Van Droogenbroeck, M. (2009). Classification of scenarios for persons crossing a door frame based on the joint measurements of two radial distance sensors. https://orbi.uliege.be/handle/2268/109036

Leens, J., Pierard, S., Barnich, O., Van Droogenbroeck, M., & Wagner, J.-M. (2009). Combining Color, Depth, and Motion for Video Segmentation. In Computer Vision Systems (pp. 104-113). Springer. doi:10.1007/978-3-642-04667-4_11

Van Droogenbroeck, M., & Pierlot, V. (2009). Les dispositifs de mesure optique sur la rampe d'impact [Paper presentation]. Inauguration de la rampe d'impact.

Van Droogenbroeck, M. (2009). Anchors of morphological operators and algebraic openings. In P. Hawkes (Ed.), Advances in Imaging and Electron Physics (pp. 173-201). Elsevier. doi:10.1016/S1076-5670(09)00010-X

Barnich, O., & Van Droogenbroeck, M. (2009). ViBe: a powerful random technique to estimate the background in video sequences. In International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2009) (pp. 945-948). doi:10.1109/ICASSP.2009.4959741

Barnich, O., & Van Droogenbroeck, M. (2009). Design of a morphological moving object signature and application to human identification. In International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2009) (pp. 853-856). doi:10.1109/ICASSP.2009.4959718

Van Droogenbroeck, M., & Barnich, O. (15 January 2009). Visual Backgound Extractor.

Barnich, O., & Van Droogenbroeck, M. (2009). Frontal-view gait recognition by intra- and inter-frame rectangle size distribution. Pattern Recognition Letters, 30, 893-901. doi:10.1016/j.patrec.2009.03.014

Van Droogenbroeck, M. (2008). Analyse et conception des systèmes de télécommunications (transparents). (ULiège - Université de Liège, ELEN0017-1 Analyse et conception des systèmes de télécommunications).

Van Droogenbroeck, M. (2008). Analyse et conception des systèmes de télécommunications. (ULiège - Université de Liège, ELEN0017-1 Analyse et conception des systèmes de télécommunications).

Van Droogenbroeck, M. (2008). Principes des télécommunications analogiques et numériques. (ULiège - Université de Liège, Belgium, ELEN0008-1).

Van Droogenbroeck, M. (2008). Principes des télécommunications analogiques et numériques. (ULiège - Université de Liège, Belgium, ELEN0008-1 Principes des télécommunications analogiques et numériques).

Van Droogenbroeck, M. (2007). Traitement numérique des images (transparents). (ULiège - Université de Liège, ELEN0016-1 Traitement numérique d'images).

Van Droogenbroeck, M. (2007). Traitement numérique des images. (ULiège - Université de Liège, ELEN0016-1 Traitement numérique d'images).

Van Droogenbroeck, M. (2007). Projet CINEMA: Communications immersives pour la narration étendue par les mélanges audiovisuels - Rapport scientifique et technique final. University of Liège. https://orbi.uliege.be/handle/2268/121297

Van Droogenbroeck, M. (2006). Principes de base du réseau GSM et des transmissions GPRS [Paper presentation]. Technifutur.

Dardenne, R., Embrechts, J.-J., Van Droogenbroeck, M., & Werner, N. (2006). A video-based human-computer interaction system for audio-visual immersion. In Proceedings of SPS-DARTS (pp. 23-26).

Barnich, O., JODOGNE, S., & Van Droogenbroeck, M. (2006). Robust analysis of silhouettes by morphological size distributions. Lecture Notes in Computer Science, 4179, 734-745. doi:10.1007/11864349_67

Dardenne, R., & Van Droogenbroeck, M. (2006). libmorpho: a library for mathematical morphology.

Verly, J., Piater, J., Van Droogenbroeck, M., & Embrechts, J.-J. (2006). Research Unit in Signal and Image Exploitation (INTELSIG).

Demoulin, C., & Van Droogenbroeck, M. (2005). A method based on multiple adaptive windows to improve the determination of disparity maps. In ProRISC/IEEE Workshop on Circuit, Systems and Signal Processing (pp. 615-618).

Van Droogenbroeck, M. (September 2005). La notion de point d’ancrage: théorie et utilisation pour le développement de nouveaux algorithmes [Paper presentation]. Conference cycle, Fontainebleau, France.

Dardenne, R., Embrechts, J.-J., Van Droogenbroeck, M., & Werner, N. (July 2005). The CINEMA Project: A Video-Based Human-Computer Interaction System for Audio-Visual Immersion. ERCIM News, 62, 45-46.

Van Droogenbroeck, M., & Buckley, M. (May 2005). Morphological erosions and openings: fast algorithms based on anchors. Journal of Mathematical Imaging and Vision, 22 (2-3), 121-142. doi:10.1007/s10851-005-4886-2

Van Droogenbroeck, M. (2005). Télécommunications et ordinateurs : technologies du multimédia, des télécommunications et de l'Internet. (Télécommunications et ordinateurs).

Dardenne, R., & Van Droogenbroeck, M. (February 2005). Acquisition vidéo au moyen d'une caméra IEEE 1394. Linux Magazine, 69, 54-59.

Van Droogenbroeck, M., & Barnich, O. (2005). Design of statistical measures for the assessment of image segmentation schemes. In International Conference on Computer Analysis of Images and Patterns (CAIP 2005) (pp. 280-287). Berlin, Germany: Springer-Verlag Berlin. doi:10.1007/11556121_35

Van Droogenbroeck, M. (2004). Technologies du multimédia, de l'Internet et des télécommunications.

Debruyne, G., & Van Droogenbroeck, M. (April 2004). Faut-il chasser les marchands du temple? Solvay Business Journal, 62, p. 29-30.

Van Droogenbroeck, M. (2004). Télécommunications et ordinateurs : technologies du multimédia, des télécommunications et de l'Internet (transparents). (ULiège - Université de Liège, Télécommunications et ordinateurs).

Van Droogenbroeck, M. (2004). Partial encryption of images for real-time applications. In Fourth IEEE Signal Processing Symposium (pp. 11-15).

Demoulin, C., & Van Droogenbroeck, M. (2004). Principes de base du fonctionnement du réseau GSM. Revue de l'AIM, 4, p. 3-18.

Verly, J., Piater, J., Van Droogenbroeck, M., & Embrechts, J.-J. (2004). Signal and Image Exploitation at the University of Liège: Strategic Plan and Some Applications [Paper presentation]. Journées d’étude et exposition Optique et Vision Industrielle, Université Catholique de Louvain (UCL), Belgium.

Van Droogenbroeck, M. (2003). Brief technical note on " Entropy as a measure for uncertainty". https://orbi.uliege.be/handle/2268/121268

Van Droogenbroeck, M., & Talbot, H. (2003). Segmentation by adaptive prediction and region merging. In Digital Image Computing Techniques and Applications, Volume II (pp. 561-570).

Lapierre, F., Van Droogenbroeck, M., & Verly, J. (2003). New Solutions to the Problem of Range Dependence in Bistatic STAP Radars. In IEEE Radar Conference 2003, Proceedings (pp. 452-459).

Lapierre, F., Van Droogenbroeck, M., & Verly, J. (2003). 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 2003), Proceedings, Volume 5 (pp. 73-76).

Lapierre, F., Van Droogenbroeck, M., & Verly, J. (December 2002). Comparison of methods for handling the range-dependence of the clutter ridge for monostatic and bistatic STAP radars [Poster presentation]. URSI Forum, Bruxelles, Belgium.

Van Droogenbroeck, M. (08 November 2002). Algorithms for mathematical morphology [Paper presentation]. Conference cycle, Paris, France.

Van Droogenbroeck, M. (06 November 2002). Selective encryption of uncompressed and compressed images [Paper presentation]. Conference cycle, Amsterdam, Netherlands.

Vanderheyden, B., & Van Droogenbroeck, M. (2002). Étude de la paradiaphonie (NEXT) au sein de câbles composés de paires torsadées. https://orbi.uliege.be/handle/2268/120704

Van Droogenbroeck, M., & Benedett, R. (2002). Techniques for a selective encryption of uncompressed and compressed images. In ACIVS Advanced Concepts for Intelligent Vision Systems, Proceedings (pp. 90-97).

Van Droogenbroeck, M. (2002). Algorithms for openings of binary and label images with rectangular structuring elements. In H. Talbot & R. Beare (Eds.), International Symposium on Mathematical morphology (ISMM) (pp. 197-207).

Van Droogenbroeck, M., & Delvaux, J. (2002). An entropy based technique for information embedding in images. In IEEE Signal Processing Symposium, Proceedings (pp. 81-84).

Van Droogenbroeck, M. (2002). Xlim3D: Un logiciel de traitement d'image. (N-33/93/MM). École des Mines de Paris. https://orbi.uliege.be/handle/2268/120647

Van Droogenbroeck, M. (2002). MPEG: Standards for Digital Video MPEG Activities in Belgium. Revue HF : Electronics/Communications, 2, 1-2.

Van Droogenbroeck, M., & Wagner, J.-M. (2002). Bluetooth: technologie et potentiel industriel. ULg - Université de Liège. https://orbi.uliege.be/handle/2268/117128

Van Droogenbroeck, M. (2001). Le futur des télécommunications [Paper presentation]. Cycle de conférences organisées par le CSI.

Van Droogenbroeck, M. (2001). Acquisition et traitement de l'image.

Van Droogenbroeck, M. (2001). La télévision numérique aujourd'hui et demain.

Van Droogenbroeck, M. (2001). JPEG 2000.

Meys, R., Vander Vorst, A., & Van Droogenbroeck, M. (1999). Étude relative au plan de fréquences en Communauté Française de Belgique. Conseil Supérieur de l'Audiovisuel (CSA). https://orbi.uliege.be/handle/2268/121472

De Praetere, J., Maricau, P., & Van Droogenbroeck, M. (1998). Data networks integration. In 37th European Telecommunications Congress, Volume 17 (pp. 128-131).

Van Droogenbroeck, M. (1997). Connection-oriented vs. connectionless communications [Paper presentation]. ACTS Convair project.

Van Tomme, E., Van Droogenbroeck, M., & Debie, P. (1996). Narrowband versus broadband for tele-education : a critical evaluation. In International Conference on Technology Supported Learning, Proceedings (pp. 200-207).

Van Droogenbroeck, M., & Talbot, H. (1996). Fast Computation of morphological operations with arbitrary structuring elements. Pattern Recognition Letters, 17 (14), 1451-1460. doi:10.1016/S0167-8655(96)00113-4

Van Droogenbroeck, M. (1995). A methodology for image segmentation based on the spectral content of regions. In Workshop on Nonlinear Signal and Image Processing, Proceedings (pp. 266-269).

Van Droogenbroeck, M. (1994). Polymorphism, an extension of binary opening. In Second international conference on Mathematical Morphology and its Applications to Image Processing, Proceedings (pp. 1-2).

Van Droogenbroeck, M. (1994). Traitement d'images numériques au moyen d'algorithmes utilisant la morphologie mathématique et la notion d'objet : application au codage [Doctoral thesis, UCL - Université Catholique de Louvain]. ORBi-University of Liège. https://orbi.uliege.be/handle/2268/1379

Van Droogenbroeck, M. (1994). On the implementation of morphological operations. In J. Serra & P. Soille, Mathematical morphology and its applications to image processing (pp. 241-248).

Salembier, P., Casas, J. R., Gasull, A., Marqués, F., Oliveras, A., Pardàs, M., Torres, L., Marcotegui, B., Meyer, F., Serra, J., Van Droogenbroeck, M., Brigger, P., Gu, C., Kunt, M., Bouchard, L., Oddou, C., & Sirat, A. (December 1993). Morphological segmentation-based coding of image sequences [Paper presentation]. COST 211 ter European workshop on new techniques for coding of video signals at very low bitrates, Hannover, Germany.

Comes, S., Maes, S., & Van Droogenbroeck, M. (July 1993). Recent and prospective decorrelation techniques for image processing. Annales des Télécommunications, 48 (7-8), 390-403. doi:10.1007/BF02995465

Van Droogenbroeck, M. (1993). Morphologie à seuillage: application au lissage des formes. (N-31/03/MM). Fontainebleau, France: École des Mines de Paris, Centre de Morphologie Mathématique. https://orbi.uliege.be/handle/2268/121411

Simon, B., Macq, B., & Van Droogenbroeck, M. (1993). Morphological image sketch coding. In Workshop on Circuits, Systems and Signal Processing, Proceedings (pp. 251-256).

Comes, S., Maes, S., & Van Droogenbroeck, M. (1992). Recent and prospective decorrelation techniques for image processing. In International Symposium on Signals, Systems and Electronics, Proceedings (pp. 136-141).

Van Droogenbroeck, M. (1992). Modélisation symbolique complète des étapes intervenant dans la construction d'un codeur d'images orienté par la notion d'objet. (N-20/92/MM). Fontainebleau, France: Centre de Morphologie mathématique. https://orbi.uliege.be/handle/2268/175966

Van Droogenbroeck, M. (1992). Generalized iterative algorithm for spectral signal deconvolution. In Sixth European Signal Processing Conference (EURASIP) (pp. 1389-1392). EURASIP.

Van Droogenbroeck, M. (1992). Coding textures by means of a multiresolution selective deconvolution scheme. (N-21/92/MM). Centre de Morphologie Mathématique. https://orbi.uliege.be/handle/2268/5770

Maes, S., & Van Droogenbroeck, M. (1992). Edge characterization in hierarchical subband coding schemes. In Fourth International Conference on Image Processing and its Applications (pp. 598-601). IEE.

Van Droogenbroeck, M. (1992). Shape coding with an optimized morphological region description. (COST 211 bis, Simulation Subgroup). COST. https://orbi.uliege.be/handle/2268/121299

Van Droogenbroeck, M., & Vandendorpe, L. (1992). Integration of the selective deconvolution algorithm into a multiresolution scheme. In Image Processing: Algorithms and Techniques III (pp. 225-235). SPIE. doi:10.1117/12.58330

Lemaire, P., & Van Droogenbroeck, M. (1990). Results in contour-texture coding. (COST 211 bis, SIM/90/147). COST. https://orbi.uliege.be/handle/2268/121298