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Laugraud Benjamin

Université de Liège - ULiège


Main Research Fields
Computer science
Electrical & electronics engineering
Main Keywords
Background subtraction; Background generation; Background initialization; LaBGen; Evaluation;
Main Unit & Research Centers
Telim
Montefiore Institute - Montefiore Institute of Electrical Engineering and Computer Science - ULiège
Intelsig
INTELSIG
Main Co-authors
Van Droogenbroeck, Marc 
Pierard, Sébastien 
Bouwmans, Thierry
Braham, Marc 
Latour, Philippe 

Publications (total 11)

The most downloaded
1041 downloads
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 https://hdl.handle.net/2268/182893
The most cited
26 citations (OCI)
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 https://hdl.handle.net/2268/203572

Laugraud, B. (2020). Motion-aware temporal median filtering for robust background estimation. Unpublished doctoral thesis, ULiège - Université de Liège.
Jury: Van Droogenbroeck, M. (Promotor), Boigelot, B., Benezeth, Y., Bouwmans, T., & Embrechts, J.-J.

Laugraud, B., & Bouwmans, T. (28 August 2018). Challenges and Benchmarks: Evaluation of Background Subtraction Algorithms. Paper presented at IAPR Summer School on Machine and Vision Intelligence (VISMAC 2018), Vico Equense, Naples, Italy.

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
Peer Reviewed verified by ORBi

Laugraud, B. (03 April 2018). An Overview of Background Initialization and LaBGen. Paper presented at IEEE International Conference on Intelligent Systems and Computer Vision (ISCV 2018), Fez, Morocco.

Laugraud, B., & Bouwmans, T. (03 April 2018). Tutorial on Evaluation of Background Subtraction Algorithms. Paper presented at IEEE International Conference on Intelligent Systems and Computer Vision (ISCV 2018), Fez, Morocco.

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
Peer reviewed

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
Peer Reviewed verified by ORBi

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
Peer reviewed

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
Peer reviewed

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
Peer reviewed

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

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