| 2026 | WACV | Illegal Waste Dumping Detection. | Thierry Bouwmans, Antonio Greco, Sbastien Pirard, Andrea Vincenzo Ricciardi, Carlo Sansone, Marc Van Droogenbroeck, Bruno Vento |
| 2024 | ISPR | Accelerating Traditional Object Detection Methods on Sophisticated Embedded Systems. | Kamal Sehairi, Abdelkader Bouhafs, Ibtissam Mama Boucherit, Thierry Bouwmans, Fatima Chouireb |
| 2023 | CIKM | On the Trade-off between Over-smoothing and Over-squashing in Deep Graph Neural Networks. | Jhony H. Giraldo, Konstantinos Skianis, Thierry Bouwmans, Fragkiskos D. Malliaros |
| 2023 | ICASSP | Time-Varying Signals Recovery Via Graph Neural Networks. | Jhon A. Castro-Correa, Jhony H. Giraldo, Anindya Mondal, Mohsen Badiey, Thierry Bouwmans, Fragkiskos D. Malliaros |
| 2023 | ICASSP | Higher-Order Sparse Convolutions in Graph Neural Networks. | Jhony H. Giraldo, Sajid Javed, Arif Mahmood, Fragkiskos D. Malliaros, Thierry Bouwmans |
| 2023 | ICIP | Inductive Graph Neural Networks for Moving Object Segmentation. | Wieke Prummel, Jhony H. Giraldo, Anastasia Zakharova, Thierry Bouwmans |
| 2022 | AVSS | An End to End Encoder-Decoder Network with Multi-scale Feature Pulling for Detecting Local Changes From Video Scene. | Manoj Kumar Panda, Badri Narayan Subudhi, Thierry Bouwmans, Vinit Jakheytiya, Thangaraj Veerakumar |
| 2022 | ICIP | Hypergraph Convolutional Networks for Weakly-Supervised Semantic Segmentation. | Jhony H. Giraldo, Vincenzo Mariano Scarrica, Antonino Staiano, Francesco Camastra, Thierry Bouwmans |
| 2020 | ICIP | Semi-Supervised Background Subtraction Of Unseen Videos: Minimization Of The Total Variation Of Graph Signals. | Jhony H. Giraldo, Thierry Bouwmans |
| 2020 | ICIP | Dual Information-Based Background Model For Moving Object Detection. | Sujoy Madhab Roy, Thierry Bouwmans |
| 2020 | ICIP | Dynamic Background Subtraction Using Least Square Adversarial Learning. | Maryam Sultana, Arif Mahmood, Thierry Bouwmans, Soon Ki Jung |
| 2020 | ICPR | GraphBGS: Background Subtraction via Recovery of Graph Signals. | Jhony H. Giraldo, Thierry Bouwmans |
| 2020 | ISVC | Towards an Effective Approach for Face Recognition with DCGANs Data Augmentation. | Sirine Ammar, Thierry Bouwmans, Nizar Zaghden, Mahmoud Neji |
| 2019 | ISVC | Moving Objects Segmentation Based on DeepSphere in Video Surveillance. | Sirine Ammar, Thierry Bouwmans, Nizar Zaghden, Mahmoud Neji |
| 2017 | ICIAP | Moving Object Detection on RGB-D Videos Using Graph Regularized Spatiotemporal RPCA. | Sajid Javed, Thierry Bouwmans, Maryam Sultana, Soon Ki Jung |
| 2017 | ICIP | Multi-feature fusion based background subtraction for video sequences with strong background changes. | Zhenkun Huang, Ruimin Hu, Thierry Bouwmans, Shihong Chen |
| 2017 | SAC | Improving OR-PCA via smoothed spatially-consistent low-rank modeling for background subtraction. | Sajid Javed, Thierry Bouwmans, Soon Ki Jung |
| 2017 | SAC | SBMI-LTD: stationary background model initialization based on low-rank tensor decomposition. | Sajid Javed, Thierry Bouwmans, Soon Ki Jung |
| 2016 | CIARP | GMM Background Modeling Using Divergence-Based Weight Updating. | Juan D. Pulgarin-Giraldo, Andrs Marino lvarez-Meza, David Insuasti-Ceballos, Thierry Bouwmans, Germn Castellanos-Domnguez |
| 2016 | ICPR | Motion-Aware Graph Regularized RPCA for background modeling of complex scenes. | Sajid Javed, Soon Ki Jung, Arif Mahmood, Thierry Bouwmans |
| 2016 | ICPR | Online Weighted One-Class Ensemble for feature selection in background/foreground separation. | Caroline Silva, Thierry Bouwmans, Carl Frlicot |
| 2015 | AVSS | Double-constrained RPCA based on saliency maps for foreground detection in automated maritime surveillance. | Andrews Sobral, Thierry Bouwmans, El-hadi Zahzah |
| 2015 | ICIAP | Combining ARF and OR-PCA for Robust Background Subtraction of Noisy Videos. | Sajid Javed, Thierry Bouwmans, Soon Ki Jung |
| 2015 | ICIAP | Comparison of Matrix Completion Algorithms for Background Initialization in Videos. | Andrews Sobral, Thierry Bouwmans, El-hadi Zahzah |
| 2015 | SAC | OR-PCA with dynamic feature selection for robust background subtraction. | Sajid Javed, Andrews Sobral, Thierry Bouwmans, Soon Ki Jung |
| 2014 | ACCV | OR-PCA with MRF for Robust Foreground Detection in Highly Dynamic Backgrounds. | Sajid Javed, Seon Ho Oh, Andrews Sobral, Thierry Bouwmans, Soon Ki Jung |
| 2012 | ACCV | Foreground Detection via Robust Low Rank Matrix Decomposition Including Spatio-Temporal Constraint. | Charles Guyon, Thierry Bouwmans, El-Hadi Zahzah |
| 2012 | ICIP | Foreground detection based on low-rank and block-sparse matrix decomposition. | Charles Guyon, Thierry Bouwmans, El-Hadi Zahzah |
| 2012 | ICPR | Foreground detection via robust low rank matrix factorization including spatial constraint with Iterative reweighted regression. | Charles Guyon, Thierry Bouwmans, El-Hadi Zahzah |
| 2012 | ISVC | Moving Object Detection by Robust PCA Solved via a Linearized Symmetric Alternating Direction Method. | Charles Guyon, Thierry Bouwmans, El-Hadi Zahzah |
| 2012 | ISVC | Moving Object Detection via Robust Low Rank Matrix Decomposition with IRLS Scheme. | Charles Guyon, Thierry Bouwmans, El-Hadi Zahzah |
| 2010 | ACCV | Background Modeling via Incremental Maximum Margin Criterion. | Cristina Marghes, Thierry Bouwmans |
| 2009 | CVPR | Fuzzy statistical modeling of dynamic backgrounds for moving object detection in infrared videos. | Fida El Baf, Thierry Bouwmans, Bertrand Vachon |
| 2008 | CVPR | Fuzzy foreground detection for infrared videos. | Fida El Baf, Thierry Bouwmans, Bertrand Vachon |
| 2008 | ICIP | A fuzzy approach for background subtraction. | Fida El Baf, Thierry Bouwmans, Bertrand Vachon |
| 2008 | ISVC | Type-2 Fuzzy Mixture of Gaussians Model: Application to Background Modeling. | Fida El Baf, Thierry Bouwmans, Bertrand Vachon |
| 2002 | SSPR | Alive Fishes Species Characterization from Video Sequences. | Dahbia Semani, Christophe Saint-Jean, Carl Frlicot, Thierry Bouwmans, Pierre Courtellemont |