Thierry Bouwmans
Orcid: 0000-0003-4018-8856
According to our database1,
Thierry Bouwmans
authored at least 100 papers
between 2001 and 2024.
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Bibliography
2024
A Multi-Scale Contrast Preserving Encoder-Decoder Architecture for Local Change Detection From Thermal Video Scenes.
IEEE Trans. Inf. Forensics Secur., 2024
Robust and efficient FISTA-based method for moving object detection under background movements.
Knowl. Based Syst., 2024
Proceedings of the 32nd European Signal Processing Conference, 2024
2023
Uncertainty clustering internal validity assessment using Fréchet distance for unsupervised learning.
Eng. Appl. Artif. Intell., 2023
CoRR, 2023
Proceedings of the IEEE International Conference on Image Processing, 2023
Proceedings of the IEEE International Conference on Acoustics, 2023
Proceedings of the IEEE International Conference on Acoustics, 2023
On the Trade-off between Over-smoothing and Over-squashing in Deep Graph Neural Networks.
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023
2022
IEEE Trans. Signal Inf. Process. over Networks, 2022
IEEE Geosci. Remote. Sens. Lett., 2022
Face Identification Using Data Augmentation Based on the Combination of DCGANs and Basic Manipulations.
Inf., 2022
Neurocomputing, 2022
Understanding the Relationship between Over-smoothing and Over-squashing in Graph Neural Networks.
CoRR, 2022
IEEE Access, 2022
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022
An End to End Encoder-Decoder Network with Multi-scale Feature Pulling for Detecting Local Changes From Video Scene.
Proceedings of the 18th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2022
2021
Background/Foreground Separation: Guided Attention based Adversarial Modeling (GAAM) versus Robust Subspace Learning Methods.
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021
Robust Foreground Segmentation in RGBD Data from Complex Scenes Using Adversarial Networks.
Proceedings of the Frontiers of Computer Vision - 27th International Workshop, 2021
Proceedings of the Frontiers of Computer Vision - 27th International Workshop, 2021
2020
Introduction to the Special Issue on Multimodal Machine Learning for Human Behavior Analysis.
ACM Trans. Multim. Comput. Commun. Appl., 2020
Deep detector classifier (DeepDC) for moving objects segmentation and classification in video surveillance.
IET Image Process., 2020
Background subtraction in real applications: Challenges, current models and future directions.
Comput. Sci. Rev., 2020
Comput. Sci. Rev., 2020
On the Minimization of Sobolev Norms of Time-Varying Graph Signals: Estimation of New Coronavirus Disease 2019 Cases.
Proceedings of the 30th IEEE International Workshop on Machine Learning for Signal Processing, 2020
Proceedings of the Advances in Visual Computing - 15th International Symposium, 2020
Proceedings of the 25th International Conference on Pattern Recognition, 2020
Proceedings of the IEEE International Conference on Image Processing, 2020
Proceedings of the IEEE International Conference on Image Processing, 2020
Semi-Supervised Background Subtraction Of Unseen Videos: Minimization Of The Total Variation Of Graph Signals.
Proceedings of the IEEE International Conference on Image Processing, 2020
Proceedings of the Frontiers of Computer Vision - 26th International Workshop, 2020
2019
Moving Object Detection in Complex Scene Using Spatiotemporal Structured-Sparse RPCA.
IEEE Trans. Image Process., 2019
Deep neural network concepts for background subtraction: A systematic review and comparative evaluation.
Neural Networks, 2019
Background Subtraction in Real Applications: Challenges, Current Models and Future Directions.
CoRR, 2019
Proceedings of the Machine Learning for Networking, 2019
Proceedings of the Advances in Visual Computing, 2019
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019
2018
IEEE Trans. Circuits Syst. Video Technol., 2018
Robust Subspace Learning: Robust PCA, Robust Subspace Tracking, and Robust Subspace Recovery.
IEEE Signal Process. Mag., 2018
Proc. IEEE, 2018
Introduction to the Issue on Robust Subspace Learning and Tracking: Theory, Algorithms, and Applications.
IEEE J. Sel. Top. Signal Process., 2018
New trends on moving object detection in video images captured by a moving camera: A survey.
Comput. Sci. Rev., 2018
On the role and the importance of features for background modeling and foreground detection.
Comput. Sci. Rev., 2018
Proceedings of the 2018 IEEE Statistical Signal Processing Workshop, 2018
2017
IEEE Trans. Image Process., 2017
Guest Editorial Introduction to the Special Issue on Group and Crowd Behavior Analysis for Intelligent Multicamera Video Surveillance.
IEEE Trans. Circuits Syst. Video Technol., 2017
Superpixel-based online wagging one-class ensemble for feature selection in foreground/background separation.
Pattern Recognit. Lett., 2017
Pattern Recognit. Lett., 2017
Decomposition into low-rank plus additive matrices for background/foreground separation: A review for a comparative evaluation with a large-scale dataset.
Comput. Sci. Rev., 2017
SBMI-LTD: stationary background model initialization based on low-rank tensor decomposition.
Proceedings of the Symposium on Applied Computing, 2017
Improving OR-PCA via smoothed spatially-consistent low-rank modeling for background subtraction.
Proceedings of the Symposium on Applied Computing, 2017
Multi-feature fusion based background subtraction for video sequences with strong background changes.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017
Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2017, 2017
2016
Online Weighted One-Class Ensemble for feature selection in background/foreground separation.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016
Proceedings of the 23rd International Conference on Pattern Recognition, 2016
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2016
2015
Robust background subtraction to global illumination changes via multiple features-based online robust principal components analysis with Markov random field.
J. Electronic Imaging, 2015
An eXtended Center-Symmetric Local Binary Pattern for Background Modeling and Subtraction in Videos.
Proceedings of the VISAPP 2015, 2015
Proceedings of the 30th Annual ACM Symposium on Applied Computing, 2015
Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2015 Workshops, 2015
Proceedings of the Image Analysis and Processing - ICIAP 2015, 2015
Stochastic decomposition into low rank and sparse tensor for robust background subtraction.
Proceedings of the 6th International Conference on Imaging for Crime Detection and Prevention, 2015
Online Stochastic Tensor Decomposition for Background Subtraction in Multispectral Video Sequences.
Proceedings of the 2015 IEEE International Conference on Computer Vision Workshop, 2015
Background Subtraction via Superpixel-Based Online Matrix Decomposition with Structured Foreground Constraints.
Proceedings of the 2015 IEEE International Conference on Computer Vision Workshop, 2015
Depth extended online RPCA with spatiotemporal constraints for robust background subtraction.
Proceedings of the 21st Korea-Japan Joint Workshop on Frontiers of Computer Vision, 2015
Double-constrained RPCA based on saliency maps for foreground detection in automated maritime surveillance.
Proceedings of the 12th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2015
2014
Special issue on background modeling for foreground detection in real-world dynamic scenes.
Mach. Vis. Appl., 2014
Robust PCA via Principal Component Pursuit: A review for a comparative evaluation in video surveillance.
Comput. Vis. Image Underst., 2014
Traditional and recent approaches in background modeling for foreground detection: An overview.
Comput. Sci. Rev., 2014
Incremental and Multi-feature Tensor Subspace Learning Applied for Background Modeling and Subtraction.
Proceedings of the Image Analysis and Recognition - 11th International Conference, 2014
Proceedings of the Computer Vision - ACCV 2014, 2014
De l'Importance des Methodes de Suppression de Fond Pour la Detection d'Objets Mobiles Dans des Videos Acquises Par des Cameras Fixes: Etat de l'art, Nouvelles Approches et Perspectives.
, 2014
2012
Proceedings of the Handbook on Soft Computing for Video Surveillance., 2012
Background subtraction via incremental maximum margin criterion: a discriminative subspace approach.
Mach. Vis. Appl., 2012
Proceedings of the Advances in Visual Computing - 8th International Symposium, 2012
Moving Object Detection by Robust PCA Solved via a Linearized Symmetric Alternating Direction Method.
Proceedings of the Advances in Visual Computing - 8th International Symposium, 2012
Foreground detection via robust low rank matrix factorization including spatial constraint with Iterative reweighted regression.
Proceedings of the 21st International Conference on Pattern Recognition, 2012
Proceedings of the 19th IEEE International Conference on Image Processing, 2012
Foreground Detection by Robust PCA Solved via a Linearized Alternating Direction Method.
Proceedings of the Image Analysis and Recognition - 9th International Conference, 2012
Foreground Detection via Robust Low Rank Matrix Decomposition Including Spatio-Temporal Constraint.
Proceedings of the Computer Vision - ACCV 2012 Workshops, 2012
2010
Proceedings of the Computer Vision - ACCV 2010 Workshops, 2010
2009
Fuzzy statistical modeling of dynamic backgrounds for moving object detection in infrared videos.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2009
2008
Proceedings of the Ninth International Workshop on Image Analysis for Multimedia Interactive Services, 2008
Proceedings of the Advances in Visual Computing, 4th International Symposium, 2008
Proceedings of the International Conference on Image Processing, 2008
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2008
2007
Comparison of Background Subtraction Methods for a Multimedia Learning Space.
Proceedings of the SIGMAP 2007, 2007
2002
Proceedings of the Structural, 2002
2001
Pattern Recognit. Lett., 2001