@article{BigandBD01, title = {A new stereomatching algorithm based on linear features and the fuzzy integral}, author = {A. Bigand and Thierry Bouwmans and J. P. Dubus}, year = {2001}, tags = {rule-based}, researchr = {https://researchr.org/publication/BigandBD01}, cites = {0}, citedby = {0}, journal = {prl}, volume = {22}, number = {2}, pages = {133-146}, } @inproceedings{SultanaBGJ21, title = {Robust Foreground Segmentation in RGBD Data from Complex Scenes Using Adversarial Networks}, author = {Maryam Sultana and Thierry Bouwmans and Jhony H. Giraldo and Soon Ki Jung}, year = {2021}, doi = {10.1007/978-3-030-81638-4_1}, url = {https://doi.org/10.1007/978-3-030-81638-4_1}, researchr = {https://researchr.org/publication/SultanaBGJ21}, cites = {0}, citedby = {0}, pages = {3-16}, booktitle = {fcv}, } @inproceedings{JavedSBJ15, title = {OR-PCA with dynamic feature selection for robust background subtraction}, author = {Sajid Javed and Andrews Sobral and Thierry Bouwmans and Soon Ki Jung}, year = {2015}, doi = {10.1145/2695664.2695863}, url = {http://doi.acm.org/10.1145/2695664.2695863}, researchr = {https://researchr.org/publication/JavedSBJ15}, cites = {0}, citedby = {0}, pages = {86-91}, booktitle = {SAC}, } @inproceedings{GuyonBZ12, title = {Foreground detection via robust low rank matrix factorization including spatial constraint with Iterative reweighted regression}, author = {Charles Guyon and Thierry Bouwmans and El-Hadi Zahzah}, year = {2012}, url = {http://ieeexplore.ieee.org/xpl/freeabs_all.jsp?arnumber=6460748}, researchr = {https://researchr.org/publication/GuyonBZ12}, cites = {0}, citedby = {0}, pages = {2805-2808}, booktitle = {icpr}, } @article{AmmarBZN20, title = {Deep detector classifier (DeepDC) for moving objects segmentation and classification in video surveillance}, author = {Sirine Ammar and Thierry Bouwmans and Nizar Zaghden and Mahmoud Neji}, year = {2020}, doi = {10.1049/iet-ipr.2019.0769}, url = {https://doi.org/10.1049/iet-ipr.2019.0769}, researchr = {https://researchr.org/publication/AmmarBZN20}, cites = {0}, citedby = {0}, journal = {iet-ipr}, volume = {14}, number = {8}, pages = {1490-1501}, } @inproceedings{BafBV08-1, title = {Fuzzy integral for moving object detection}, author = {Fida El Baf and Thierry Bouwmans and Bertrand Vachon}, year = {2008}, doi = {10.1109/FUZZY.2008.4630604}, url = {http://dx.doi.org/10.1109/FUZZY.2008.4630604}, researchr = {https://researchr.org/publication/BafBV08-1}, cites = {0}, citedby = {0}, pages = {1729-1736}, booktitle = {fuzzIEEE}, } @inproceedings{SobralJJBZ15, title = {Online Stochastic Tensor Decomposition for Background Subtraction in Multispectral Video Sequences}, author = {Andrews Sobral and Sajid Javed and Soon Ki Jung and Thierry Bouwmans and El-Hadi Zahzah}, year = {2015}, doi = {10.1109/ICCVW.2015.125}, url = {http://dx.doi.org/10.1109/ICCVW.2015.125}, researchr = {https://researchr.org/publication/SobralJJBZ15}, cites = {0}, citedby = {0}, pages = {946-953}, booktitle = {iccvw}, } @inproceedings{BafBV08:0, title = {Type-2 Fuzzy Mixture of Gaussians Model: Application to Background Modeling}, author = {Fida El Baf and Thierry Bouwmans and Bertrand Vachon}, year = {2008}, doi = {10.1007/978-3-540-89639-5_74}, url = {http://dx.doi.org/10.1007/978-3-540-89639-5_74}, tags = {classification, meta-model, modeling, object-role modeling, context-aware, Meta-Environment, systematic-approach}, researchr = {https://researchr.org/publication/BafBV08%3A0}, cites = {0}, citedby = {0}, pages = {772-781}, booktitle = {isvc}, } @article{BouwmansSMZBF18, title = {On the role and the importance of features for background modeling and foreground detection}, author = {Thierry Bouwmans and Caroline Silva and Cristina Marghes and Mohammed Sami Zitouni and Harish Bhaskar and Carl Frélicot}, year = {2018}, doi = {10.1016/j.cosrev.2018.01.004}, url = {https://doi.org/10.1016/j.cosrev.2018.01.004}, researchr = {https://researchr.org/publication/BouwmansSMZBF18}, cites = {0}, citedby = {0}, journal = {csr}, volume = {28}, pages = {26-91}, } @inproceedings{Pulgarin-Giraldo16, title = {GMM Background Modeling Using Divergence-Based Weight Updating}, author = {Juan D. Pulgarin-Giraldo and Andrés Marino Álvarez-Meza and David Insuasti-Ceballos and Thierry Bouwmans and Germán Castellanos-Domínguez}, year = {2016}, doi = {10.1007/978-3-319-52277-7_35}, url = {http://dx.doi.org/10.1007/978-3-319-52277-7_35}, researchr = {https://researchr.org/publication/Pulgarin-Giraldo16}, cites = {0}, citedby = {0}, pages = {282-290}, booktitle = {ciarp}, } @article{AmmarBN22, title = {Face Identification Using Data Augmentation Based on the Combination of DCGANs and Basic Manipulations}, author = {Sirine Ammar and Thierry Bouwmans and Mahmoud Neji}, year = {2022}, doi = {10.3390/info13080370}, url = {https://doi.org/10.3390/info13080370}, researchr = {https://researchr.org/publication/AmmarBN22}, cites = {0}, citedby = {0}, journal = {information}, volume = {13}, number = {8}, pages = {370}, } @article{GongZGSBTZ16, title = {Human Pose Estimation from Monocular Images: A Comprehensive Survey}, author = {Wenjuan Gong and Xuena Zhang and Jordi Gonzàlez and Andrews Sobral and Thierry Bouwmans and Changhe Tu and El-Hadi Zahzah}, year = {2016}, doi = {10.3390/s16121966}, url = {http://dx.doi.org/10.3390/s16121966}, researchr = {https://researchr.org/publication/GongZGSBTZ16}, cites = {0}, citedby = {0}, journal = {sensors}, volume = {16}, number = {12}, pages = {1966}, } @inproceedings{GiraldoB20, title = {On the Minimization of Sobolev Norms of Time-Varying Graph Signals: Estimation of New Coronavirus Disease 2019 Cases}, author = {Jhony H. Giraldo and Thierry Bouwmans}, year = {2020}, doi = {10.1109/MLSP49062.2020.9231810}, url = {https://doi.org/10.1109/MLSP49062.2020.9231810}, researchr = {https://researchr.org/publication/GiraldoB20}, cites = {0}, citedby = {0}, pages = {1-6}, booktitle = {mlsp}, } @inproceedings{JavedBJ15-1, title = {Stochastic decomposition into low rank and sparse tensor for robust background subtraction}, author = {Sajid Javed and Thierry Bouwmans and Soon Ki Jung}, year = {2015}, doi = {10.1049/ic.2015.0105}, url = {https://doi.org/10.1049/ic.2015.0105}, researchr = {https://researchr.org/publication/JavedBJ15-1}, cites = {0}, citedby = {0}, pages = {1-6}, booktitle = {icdp}, } @inproceedings{BafBV08-0, title = {Foreground Detection Using the Choquet Integral}, author = {Fida El Baf and Thierry Bouwmans and Bertrand Vachon}, year = {2008}, doi = {10.1109/WIAMIS.2008.9}, url = {http://doi.ieeecomputersociety.org/10.1109/WIAMIS.2008.9}, researchr = {https://researchr.org/publication/BafBV08-0}, cites = {0}, citedby = {0}, pages = {187-190}, booktitle = {wiamis}, } @article{BouwmansMP17, title = {Scene background initialization: A taxonomy}, author = {Thierry Bouwmans and Lucia Maddalena and Alfredo Petrosino}, year = {2017}, doi = {10.1016/j.patrec.2016.12.024}, url = {https://doi.org/10.1016/j.patrec.2016.12.024}, researchr = {https://researchr.org/publication/BouwmansMP17}, cites = {0}, citedby = {0}, journal = {prl}, volume = {96}, pages = {3-11}, } @article{BouwmansZ14, title = {Robust PCA via Principal Component Pursuit: A review for a comparative evaluation in video surveillance}, author = {Thierry Bouwmans and El-Hadi Zahzah}, year = {2014}, doi = {10.1016/j.cviu.2013.11.009}, url = {http://dx.doi.org/10.1016/j.cviu.2013.11.009}, researchr = {https://researchr.org/publication/BouwmansZ14}, cites = {0}, citedby = {0}, journal = {cviu}, volume = {122}, pages = {22-34}, } @inproceedings{JavedBJ15-0, title = {Depth extended online RPCA with spatiotemporal constraints for robust background subtraction}, author = {Sajid Javed and Thierry Bouwmans and Soon Ki Jung}, year = {2015}, doi = {10.1109/FCV.2015.7103745}, url = {http://dx.doi.org/10.1109/FCV.2015.7103745}, researchr = {https://researchr.org/publication/JavedBJ15-0}, cites = {0}, citedby = {0}, pages = {1-6}, booktitle = {fcv}, } @article{FarcasMB12, title = {Background subtraction via incremental maximum margin criterion: a discriminative subspace approach}, author = {Diana Farcas and Cristina Marghes and Thierry Bouwmans}, year = {2012}, doi = {10.1007/s00138-012-0421-9}, url = {http://dx.doi.org/10.1007/s00138-012-0421-9}, researchr = {https://researchr.org/publication/FarcasMB12}, cites = {0}, citedby = {0}, journal = {mva}, volume = {23}, number = {6}, pages = {1083-1101}, } @article{JavedMBJ18, title = {Spatiotemporal Low-Rank Modeling for Complex Scene Background Initialization}, author = {Sajid Javed and Arif Mahmood and Thierry Bouwmans and Soon Ki Jung}, year = {2018}, doi = {10.1109/TCSVT.2016.2632302}, url = {https://doi.org/10.1109/TCSVT.2016.2632302}, researchr = {https://researchr.org/publication/JavedMBJ18}, cites = {0}, citedby = {0}, journal = {tcsv}, volume = {28}, number = {6}, pages = {1315-1329}, } @inproceedings{MondalRGBC21, title = {Moving Object Detection for Event-based Vision using Graph Spectral Clustering}, author = {Anindya Mondal and Shashant R and Jhony H. Giraldo and Thierry Bouwmans and Ananda S. Chowdhury}, year = {2021}, doi = {10.1109/ICCVW54120.2021.00103}, url = {https://doi.org/10.1109/ICCVW54120.2021.00103}, researchr = {https://researchr.org/publication/MondalRGBC21}, cites = {0}, citedby = {0}, pages = {876-884}, booktitle = {iccvw}, } @inproceedings{SultanaMBKJ21, title = {Background/Foreground Separation: Guided Attention based Adversarial Modeling (GAAM) versus Robust Subspace Learning Methods}, author = {Maryam Sultana and Arif Mahmood and Thierry Bouwmans and Muhammad Haris Khan and Soon Ki Jung}, year = {2021}, doi = {10.1109/ICCVW54120.2021.00025}, url = {https://doi.org/10.1109/ICCVW54120.2021.00025}, researchr = {https://researchr.org/publication/SultanaMBKJ21}, cites = {0}, citedby = {0}, pages = {181-188}, booktitle = {iccvw}, } @inproceedings{GomisBCD19, title = {Estimation of the Hidden Message Length in Steganography: A Deep Learning Approach}, author = {François Kasséné Gomis and Thierry Bouwmans and Mamadou Samba Camara and Idy Diop}, year = {2019}, doi = {10.1007/978-3-030-45778-5_22}, url = {https://doi.org/10.1007/978-3-030-45778-5_22}, researchr = {https://researchr.org/publication/GomisBCD19}, cites = {0}, citedby = {0}, pages = {333-341}, booktitle = {mln}, } @inproceedings{CastroCorreaGMBBM23, title = {Time-Varying Signals Recovery Via Graph Neural Networks}, author = {Jhon A. Castro-Correa and Jhony H. Giraldo and Anindya Mondal and Mohsen Badiey and Thierry Bouwmans and Fragkiskos D. Malliaros}, year = {2023}, doi = {10.1109/ICASSP49357.2023.10096168}, url = {https://doi.org/10.1109/ICASSP49357.2023.10096168}, researchr = {https://researchr.org/publication/CastroCorreaGMBBM23}, cites = {0}, citedby = {0}, pages = {1-5}, booktitle = {icassp}, } @article{BouwmansJZLO18, title = {On the Applications of Robust PCA in Image and Video Processing}, author = {Thierry Bouwmans and Sajid Javed and Hongyang Zhang 0001 and Zhouchen Lin and Ricardo Otazo}, year = {2018}, url = {https://www.wikidata.org/entity/Q58215783}, researchr = {https://researchr.org/publication/BouwmansJZLO18}, cites = {0}, citedby = {0}, journal = {pieee}, volume = {106}, number = {8}, pages = {1427-1457}, } @article{GiraldoMGTB22, title = {Reconstruction of Time-Varying Graph Signals via Sobolev Smoothness}, author = {Jhony H. Giraldo and Arif Mahmood and Belmar García García and Dorina Thanou and Thierry Bouwmans}, year = {2022}, doi = {10.1109/TSIPN.2022.3156886}, url = {https://doi.org/10.1109/TSIPN.2022.3156886}, researchr = {https://researchr.org/publication/GiraldoMGTB22}, cites = {0}, citedby = {0}, journal = {tsipn}, volume = {8}, pages = {201-214}, } @article{JavedMBJ17, title = {Background-Foreground Modeling Based on Spatiotemporal Sparse Subspace Clustering}, author = {Sajid Javed and Arif Mahmood and Thierry Bouwmans and Soon Ki Jung}, year = {2017}, doi = {10.1109/TIP.2017.2746268}, url = {https://doi.org/10.1109/TIP.2017.2746268}, researchr = {https://researchr.org/publication/JavedMBJ17}, cites = {0}, citedby = {0}, journal = {TIP}, volume = {26}, number = {12}, pages = {5840-5854}, } @inproceedings{GuyonBZ12-0, title = {Moving Object Detection by Robust PCA Solved via a Linearized Symmetric Alternating Direction Method}, author = {Charles Guyon and Thierry Bouwmans and El-Hadi Zahzah}, year = {2012}, doi = {10.1007/978-3-642-33179-4_41}, url = {http://dx.doi.org/10.1007/978-3-642-33179-4_41}, researchr = {https://researchr.org/publication/GuyonBZ12-0}, cites = {0}, citedby = {0}, pages = {427-436}, booktitle = {isvc}, } @inproceedings{GiraldoB20-1, title = {GraphBGS: Background Subtraction via Recovery of Graph Signals}, author = {Jhony H. Giraldo and Thierry Bouwmans}, year = {2020}, doi = {10.1109/ICPR48806.2021.9412999}, url = {https://doi.org/10.1109/ICPR48806.2021.9412999}, researchr = {https://researchr.org/publication/GiraldoB20-1}, cites = {0}, citedby = {0}, pages = {6881-6888}, booktitle = {icpr}, } @inproceedings{SultanaMBJ20-0, title = {Dynamic Background Subtraction Using Least Square Adversarial Learning}, author = {Maryam Sultana and Arif Mahmood and Thierry Bouwmans and Soon Ki Jung}, year = {2020}, doi = {10.1109/ICIP40778.2020.9191235}, url = {https://doi.org/10.1109/ICIP40778.2020.9191235}, researchr = {https://researchr.org/publication/SultanaMBJ20-0}, cites = {0}, citedby = {0}, pages = {3204-3208}, booktitle = {icip}, } @inproceedings{GuyonBZ12-2, title = {Foreground Detection via Robust Low Rank Matrix Decomposition Including Spatio-Temporal Constraint}, author = {Charles Guyon and Thierry Bouwmans and El-Hadi Zahzah}, year = {2012}, doi = {10.1007/978-3-642-37410-4_28}, url = {http://dx.doi.org/10.1007/978-3-642-37410-4_28}, researchr = {https://researchr.org/publication/GuyonBZ12-2}, cites = {0}, citedby = {0}, pages = {315-320}, booktitle = {ACCV}, } @inproceedings{PandaSBJV22, title = {An End to End Encoder-Decoder Network with Multi-scale Feature Pulling for Detecting Local Changes From Video Scene}, author = {Manoj Kumar Panda and Badri Narayan Subudhi and Thierry Bouwmans and Vinit Jakheytiya and T. Veerakumar}, year = {2022}, doi = {10.1109/AVSS56176.2022.9959141}, url = {https://doi.org/10.1109/AVSS56176.2022.9959141}, researchr = {https://researchr.org/publication/PandaSBJV22}, cites = {0}, citedby = {0}, pages = {1-8}, booktitle = {avss}, } @inproceedings{GiraldoJSJB21, title = {The Emerging Field of Graph Signal Processing for Moving Object Segmentation}, author = {Jhony H. Giraldo and Sajid Javed and Maryam Sultana and Soon Ki Jung and Thierry Bouwmans}, year = {2021}, doi = {10.1007/978-3-030-81638-4_3}, url = {https://doi.org/10.1007/978-3-030-81638-4_3}, researchr = {https://researchr.org/publication/GiraldoJSJB21}, cites = {0}, citedby = {0}, pages = {31-45}, booktitle = {fcv}, } @article{BouwmansJSJ19, title = {Deep neural network concepts for background subtraction: A systematic review and comparative evaluation}, author = {Thierry Bouwmans and Sajid Javed and Maryam Sultana and Soon Ki Jung 0001}, year = {2019}, doi = {10.1016/j.neunet.2019.04.024}, url = {https://doi.org/10.1016/j.neunet.2019.04.024}, researchr = {https://researchr.org/publication/BouwmansJSJ19}, cites = {0}, citedby = {0}, journal = {NN}, volume = {117}, pages = {8-66}, } @article{BouwmansSJJZ17, title = {Decomposition into low-rank plus additive matrices for background/foreground separation: A review for a comparative evaluation with a large-scale dataset}, author = {Thierry Bouwmans and Andrews Sobral and Sajid Javed and Soon Ki Jung and El-Hadi Zahzah}, year = {2017}, doi = {10.1016/j.cosrev.2016.11.001}, url = {http://dx.doi.org/10.1016/j.cosrev.2016.11.001}, researchr = {https://researchr.org/publication/BouwmansSJJZ17}, cites = {0}, citedby = {0}, journal = {csr}, volume = {23}, pages = {1-71}, } @article{BigandBD01a, title = {Extraction of line segments from fuzzy images}, author = {A. Bigand and Thierry Bouwmans and J. P. Dubus}, year = {2001}, doi = {10.1016/S0167-8655(01)00061-7}, url = {http://dx.doi.org/10.1016/S0167-8655(01)00061-7}, researchr = {https://researchr.org/publication/BigandBD01a}, cites = {0}, citedby = {0}, journal = {prl}, volume = {22}, number = {13}, pages = {1405-1418}, } @inproceedings{SobralBZ15-0, title = {Double-constrained RPCA based on saliency maps for foreground detection in automated maritime surveillance}, author = {Andrews Sobral and Thierry Bouwmans and El-Hadi Zahzah}, year = {2015}, doi = {10.1109/AVSS.2015.7301753}, url = {http://dx.doi.org/10.1109/AVSS.2015.7301753}, researchr = {https://researchr.org/publication/SobralBZ15-0}, cites = {0}, citedby = {0}, pages = {1-6}, booktitle = {avss}, } @article{Bouwmans14, title = {Traditional and recent approaches in background modeling for foreground detection: An overview}, author = {Thierry Bouwmans}, year = {2014}, doi = {10.1016/j.cosrev.2014.04.001}, url = {http://dx.doi.org/10.1016/j.cosrev.2014.04.001}, researchr = {https://researchr.org/publication/Bouwmans14}, cites = {0}, citedby = {0}, journal = {csr}, volume = {11}, pages = {31-66}, } @article{ZhangZXCB20, title = {Introduction to the Special Issue on Multimodal Machine Learning for Human Behavior Analysis}, author = {Shengping Zhang and Huiyu Zhou 0001 and Dong Xu and M. Emre Celebi 0001 and Thierry Bouwmans}, year = {2020}, doi = {10.1145/3381917}, url = {https://doi.org/10.1145/3381917}, researchr = {https://researchr.org/publication/ZhangZXCB20}, cites = {0}, citedby = {0}, journal = {tomccap}, volume = {16}, number = {Special}, pages = {1-2}, } @article{VaswaniBJN18, title = {Robust Subspace Learning: Robust PCA, Robust Subspace Tracking, and Robust Subspace Recovery}, author = {Namrata Vaswani and Thierry Bouwmans and Sajid Javed and Praneeth Narayanamurthy}, year = {2018}, doi = {10.1109/MSP.2018.2826566}, url = {https://doi.org/10.1109/MSP.2018.2826566}, researchr = {https://researchr.org/publication/VaswaniBJN18}, cites = {0}, citedby = {0}, journal = {spm}, volume = {35}, number = {4}, pages = {32-55}, } @book{Bouwmans14-0, title = {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}, author = {Thierry Bouwmans}, year = {2014}, url = {https://tel.archives-ouvertes.fr/tel-01654493}, researchr = {https://researchr.org/publication/Bouwmans14-0}, cites = {0}, citedby = {0}, } @inproceedings{GiraldoJWB21, title = {Graph CNN for Moving Object Detection in Complex Environments from Unseen Videos}, author = {Jhony H. Giraldo and Sajid Javed and Naoufel Werghi and Thierry Bouwmans}, year = {2021}, doi = {10.1109/ICCVW54120.2021.00030}, url = {https://doi.org/10.1109/ICCVW54120.2021.00030}, researchr = {https://researchr.org/publication/GiraldoJWB21}, cites = {0}, citedby = {0}, pages = {225-233}, booktitle = {iccvw}, } @article{BouwmansGSPD14, title = {Special issue on background modeling for foreground detection in real-world dynamic scenes}, author = {Thierry Bouwmans and Jordi Gonzàlez and Caifeng Shan and Massimo Piccardi and Larry S. Davis}, year = {2014}, doi = {10.1007/s00138-013-0578-x}, url = {http://dx.doi.org/10.1007/s00138-013-0578-x}, researchr = {https://researchr.org/publication/BouwmansGSPD14}, cites = {0}, citedby = {0}, journal = {mva}, volume = {25}, number = {5}, pages = {1101-1103}, } @inproceedings{JavedBSJ17, title = {Moving Object Detection on RGB-D Videos Using Graph Regularized Spatiotemporal RPCA}, author = {Sajid Javed and Thierry Bouwmans and Maryam Sultana and Soon Ki Jung}, year = {2017}, doi = {10.1007/978-3-319-70742-6_22}, url = {https://doi.org/10.1007/978-3-319-70742-6_22}, researchr = {https://researchr.org/publication/JavedBSJ17}, cites = {0}, citedby = {0}, pages = {230-241}, booktitle = {iciap}, } @article{JavedOBJ15, title = {Robust background subtraction to global illumination changes via multiple features-based online robust principal components analysis with Markov random field}, author = {Sajid Javed and Seon Ho Oh and Thierry Bouwmans and Soon Ki Jung}, year = {2015}, doi = {10.1117/1.JEI.24.4.043011}, url = {http://dx.doi.org/10.1117/1.JEI.24.4.043011}, researchr = {https://researchr.org/publication/JavedOBJ15}, cites = {0}, citedby = {0}, journal = {jei}, volume = {24}, number = {4}, pages = {43011}, } @article{VaswaniCB18, title = {Rethinking PCA for Modern Data Sets: Theory, Algorithms, and Applications}, author = {Namrata Vaswani and Yuejie Chi and Thierry Bouwmans}, year = {2018}, url = {https://www.wikidata.org/entity/Q58215788}, researchr = {https://researchr.org/publication/VaswaniCB18}, cites = {0}, citedby = {0}, journal = {pieee}, volume = {106}, number = {8}, pages = {1274-1276}, } @inproceedings{RoyB20-5, title = {Dual Information-Based Background Model For Moving Object Detection}, author = {Sujoy Madhab Roy and Thierry Bouwmans}, year = {2020}, doi = {10.1109/ICIP40778.2020.9190811}, url = {https://doi.org/10.1109/ICIP40778.2020.9190811}, researchr = {https://researchr.org/publication/RoyB20-5}, cites = {0}, citedby = {0}, pages = {3219-3223}, booktitle = {icip}, } @inproceedings{JavedOSBJ15, title = {Background Subtraction via Superpixel-Based Online Matrix Decomposition with Structured Foreground Constraints}, author = {Sajid Javed and Seon Ho Oh and Andrews Sobral and Thierry Bouwmans and Soon Ki Jung}, year = {2015}, doi = {10.1109/ICCVW.2015.123}, url = {http://dx.doi.org/10.1109/ICCVW.2015.123}, researchr = {https://researchr.org/publication/JavedOSBJ15}, cites = {0}, citedby = {0}, pages = {930-938}, booktitle = {iccvw}, } @inproceedings{AmmarBZN19, title = {Moving Objects Segmentation Based on DeepSphere in Video Surveillance}, author = {Sirine Ammar and Thierry Bouwmans and Nizar Zaghden and Mahmoud Neji}, year = {2019}, doi = {10.1007/978-3-030-33723-0_25}, url = {https://doi.org/10.1007/978-3-030-33723-0_25}, researchr = {https://researchr.org/publication/AmmarBZN19}, cites = {0}, citedby = {0}, pages = {307-319}, booktitle = {isvc}, } @inproceedings{GiraldoB20-0, title = {Semi-Supervised Background Subtraction Of Unseen Videos: Minimization Of The Total Variation Of Graph Signals}, author = {Jhony H. Giraldo and Thierry Bouwmans}, year = {2020}, doi = {10.1109/ICIP40778.2020.9190887}, url = {https://doi.org/10.1109/ICIP40778.2020.9190887}, researchr = {https://researchr.org/publication/GiraldoB20-0}, cites = {0}, citedby = {0}, pages = {3224-3228}, booktitle = {icip}, } @article{SultanaMBKJ22, title = {Moving objects segmentation using generative adversarial modeling}, author = {Maryam Sultana and Arif Mahmood and Thierry Bouwmans and Muhammad Haris Khan and Soon Ki Jung}, year = {2022}, doi = {10.1016/j.neucom.2022.07.081}, url = {https://doi.org/10.1016/j.neucom.2022.07.081}, researchr = {https://researchr.org/publication/SultanaMBKJ22}, cites = {0}, citedby = {0}, journal = {ijon}, volume = {506}, pages = {240-251}, } @inproceedings{BafBV07, title = {Comparison of Background Subtraction Methods for a Multimedia Learning Space}, author = {Fida El Baf and Thierry Bouwmans and Bertrand Vachon}, year = {2007}, tags = {classification, context-aware, reliability, multimedia}, researchr = {https://researchr.org/publication/BafBV07}, cites = {0}, citedby = {0}, pages = {153-158}, booktitle = {sigmap}, } @article{JavedMABJ19, title = {Moving Object Detection in Complex Scene Using Spatiotemporal Structured-Sparse RPCA}, author = {Sajid Javed and Arif Mahmood and Somaya Al-Máadeed and Thierry Bouwmans and Soon Ki Jung}, year = {2019}, doi = {10.1109/TIP.2018.2874289}, url = {https://doi.org/10.1109/TIP.2018.2874289}, researchr = {https://researchr.org/publication/JavedMABJ19}, cites = {0}, citedby = {0}, journal = {TIP}, volume = {28}, number = {2}, pages = {1007-1022}, } @inproceedings{PrummelGZB23, title = {Inductive Graph Neural Networks for Moving Object Segmentation}, author = {Wieke Prummel and Jhony H. Giraldo and Anastasia Zakharova and Thierry Bouwmans}, year = {2023}, doi = {10.1109/ICIP49359.2023.10222668}, url = {https://doi.org/10.1109/ICIP49359.2023.10222668}, researchr = {https://researchr.org/publication/PrummelGZB23}, cites = {0}, citedby = {0}, pages = {2730-2734}, booktitle = {icip}, } @article{SilvaBF17, title = {Superpixel-based online wagging one-class ensemble for feature selection in foreground/background separation}, author = {Caroline Silva and Thierry Bouwmans and Carl Frélicot}, year = {2017}, doi = {10.1016/j.patrec.2017.10.034}, url = {https://doi.org/10.1016/j.patrec.2017.10.034}, researchr = {https://researchr.org/publication/SilvaBF17}, cites = {0}, citedby = {0}, journal = {prl}, volume = {100}, pages = {144-151}, } @inproceedings{GuyonBZ12-1, title = {Foreground Detection by Robust PCA Solved via a Linearized Alternating Direction Method}, author = {Charles Guyon and Thierry Bouwmans and El-Hadi Zahzah}, year = {2012}, doi = {10.1007/978-3-642-31295-3_14}, url = {http://dx.doi.org/10.1007/978-3-642-31295-3_14}, researchr = {https://researchr.org/publication/GuyonBZ12-1}, cites = {0}, citedby = {0}, pages = {115-122}, booktitle = {iciar}, } @inproceedings{SilvaBF15, title = {An eXtended Center-Symmetric Local Binary Pattern for Background Modeling and Subtraction in Videos}, author = {Caroline Silva and Thierry Bouwmans and Carl Frélicot}, year = {2015}, doi = {10.5220/0005266303950402}, url = {http://dx.doi.org/10.5220/0005266303950402}, researchr = {https://researchr.org/publication/SilvaBF15}, cites = {0}, citedby = {0}, pages = {395-402}, booktitle = {visapp}, } @inproceedings{GiraldoJMMB23, title = {Higher-Order Sparse Convolutions in Graph Neural Networks}, author = {Jhony H. Giraldo and Sajid Javed and Arif Mahmood and Fragkiskos D. Malliaros and Thierry Bouwmans}, year = {2023}, doi = {10.1109/ICASSP49357.2023.10096494}, url = {https://doi.org/10.1109/ICASSP49357.2023.10096494}, researchr = {https://researchr.org/publication/GiraldoJMMB23}, cites = {0}, citedby = {0}, pages = {1-5}, booktitle = {icassp}, } @article{Bouwmans18, title = {Detection of Moving Objects}, author = {Thierry Bouwmans}, year = {2018}, doi = {10.3390/jimaging4070093}, url = {https://doi.org/10.3390/jimaging4070093}, researchr = {https://researchr.org/publication/Bouwmans18}, cites = {0}, citedby = {0}, journal = {jimaging}, volume = {4}, number = {7}, pages = {93}, } @article{PetrosinoMB17, title = {Editorial-Scene background modeling and initialization}, author = {Alfredo Petrosino and Lucia Maddalena and Thierry Bouwmans}, year = {2017}, doi = {10.1016/j.patrec.2017.05.032}, url = {https://doi.org/10.1016/j.patrec.2017.05.032}, researchr = {https://researchr.org/publication/PetrosinoMB17}, cites = {0}, citedby = {0}, journal = {prl}, volume = {96}, pages = {1-2}, } @article{BouwmansVRVL18, title = {Introduction to the Issue on Robust Subspace Learning and Tracking: Theory, Algorithms, and Applications}, author = {Thierry Bouwmans and Namrata Vaswani and P. Rodriguez and R. Vidal and Z. Lin}, year = {2018}, doi = {10.1109/JSTSP.2018.2879245}, url = {https://doi.org/10.1109/JSTSP.2018.2879245}, researchr = {https://researchr.org/publication/BouwmansVRVL18}, cites = {0}, citedby = {0}, journal = {jstsp}, volume = {12}, number = {6}, pages = {1127-1130}, } @inproceedings{SilvaBF16, title = {Online Weighted One-Class Ensemble for feature selection in background/foreground separation}, author = {Caroline Silva and Thierry Bouwmans and Carl Frélicot}, year = {2016}, doi = {10.1109/ICPR.2016.7899965}, url = {http://dx.doi.org/10.1109/ICPR.2016.7899965}, researchr = {https://researchr.org/publication/SilvaBF16}, cites = {0}, citedby = {0}, pages = {2216-2221}, booktitle = {icpr}, } @article{YaoCBZ17, title = {Guest Editorial Introduction to the Special Issue on Group and Crowd Behavior Analysis for Intelligent Multicamera Video Surveillance}, author = {Hongxun Yao and Andrea Cavallaro and Thierry Bouwmans and Zhengyou Zhang}, year = {2017}, doi = {10.1109/TCSVT.2017.2669658}, url = {http://dx.doi.org/10.1109/TCSVT.2017.2669658}, researchr = {https://researchr.org/publication/YaoCBZ17}, cites = {0}, citedby = {0}, journal = {tcsv}, volume = {27}, number = {3}, pages = {405-408}, } @inproceedings{GuyonBZ12a, title = {Moving Object Detection via Robust Low Rank Matrix Decomposition with IRLS Scheme}, author = {Charles Guyon and Thierry Bouwmans and El-Hadi Zahzah}, year = {2012}, doi = {10.1007/978-3-642-33179-4_63}, url = {http://dx.doi.org/10.1007/978-3-642-33179-4_63}, researchr = {https://researchr.org/publication/GuyonBZ12a}, cites = {0}, citedby = {0}, pages = {665-674}, booktitle = {isvc}, } @inproceedings{SultanaMBJ20, title = {Unsupervised Adversarial Learning for Dynamic Background Modeling}, author = {Maryam Sultana and Arif Mahmood and Thierry Bouwmans and Soon Ki Jung}, year = {2020}, doi = {10.1007/978-981-15-4818-5_19}, url = {https://doi.org/10.1007/978-981-15-4818-5_19}, researchr = {https://researchr.org/publication/SultanaMBJ20}, cites = {0}, citedby = {0}, pages = {248-261}, booktitle = {fcv}, } @inproceedings{JavedBJ17, title = {Improving OR-PCA via smoothed spatially-consistent low-rank modeling for background subtraction}, author = {Sajid Javed and Thierry Bouwmans and Soon Ki Jung}, year = {2017}, doi = {10.1145/3019612.3019637}, url = {http://doi.acm.org/10.1145/3019612.3019637}, researchr = {https://researchr.org/publication/JavedBJ17}, cites = {0}, citedby = {0}, pages = {89-94}, booktitle = {SAC}, } @inproceedings{GiraldoSSCB22, title = {Hypergraph Convolutional Networks for Weakly-Supervised Semantic Segmentation}, author = {Jhony H. Giraldo and Vincenzo Mariano Scarrica and Antonino Staiano and Francesco Camastra and Thierry Bouwmans}, year = {2022}, doi = {10.1109/ICIP46576.2022.9897774}, url = {https://doi.org/10.1109/ICIP46576.2022.9897774}, researchr = {https://researchr.org/publication/GiraldoSSCB22}, cites = {0}, citedby = {0}, pages = {16-20}, booktitle = {icip}, } @inproceedings{BafBV09, title = {Fuzzy statistical modeling of dynamic backgrounds for moving object detection in infrared videos}, author = {Fida El Baf and Thierry Bouwmans and Bertrand Vachon}, year = {2009}, doi = {10.1109/CVPRW.2009.5204109}, url = {http://dx.doi.org/10.1109/CVPRW.2009.5204109}, researchr = {https://researchr.org/publication/BafBV09}, cites = {0}, citedby = {0}, pages = {60-65}, booktitle = {cvpr}, } @article{RendonGBRRI23, title = {Uncertainty clustering internal validity assessment using Fréchet distance for unsupervised learning}, author = {Nestor Rendon and Jhony H. Giraldo and Thierry Bouwmans and Susana Rodríguez-Buritica and Edison Ramirez and Claudia Isaza}, year = {2023}, doi = {10.1016/j.engappai.2023.106635}, url = {https://doi.org/10.1016/j.engappai.2023.106635}, researchr = {https://researchr.org/publication/RendonGBRRI23}, cites = {0}, citedby = {0}, journal = {eaai}, volume = {124}, pages = {106635}, } @article{GarciaBR20, title = {Background subtraction in real applications: Challenges, current models and future directions}, author = {Belmar García García and Thierry Bouwmans and Alberto Jorge Rosales-Silva}, year = {2020}, doi = {10.1016/j.cosrev.2019.100204}, url = {https://doi.org/10.1016/j.cosrev.2019.100204}, researchr = {https://researchr.org/publication/GarciaBR20}, cites = {0}, citedby = {0}, journal = {csr}, volume = {35}, pages = {100204}, } @article{ChapelB20, title = {Moving objects detection with a moving camera: A comprehensive review}, author = {Marie-Neige Chapel and Thierry Bouwmans}, year = {2020}, doi = {10.1016/j.cosrev.2020.100310}, url = {https://doi.org/10.1016/j.cosrev.2020.100310}, researchr = {https://researchr.org/publication/ChapelB20}, cites = {0}, citedby = {0}, journal = {csr}, volume = {38}, pages = {100310}, } @inproceedings{JavedJMB16, title = {Motion-Aware Graph Regularized RPCA for background modeling of complex scenes}, author = {Sajid Javed and Soon Ki Jung and Arif Mahmood and Thierry Bouwmans}, year = {2016}, doi = {10.1109/ICPR.2016.7899619}, url = {http://dx.doi.org/10.1109/ICPR.2016.7899619}, researchr = {https://researchr.org/publication/JavedJMB16}, cites = {0}, citedby = {0}, pages = {120-125}, booktitle = {icpr}, } @inproceedings{JavedBJ15, title = {Combining ARF and OR-PCA for Robust Background Subtraction of Noisy Videos}, author = {Sajid Javed and Thierry Bouwmans and Soon Ki Jung}, year = {2015}, doi = {10.1007/978-3-319-23234-8_32}, url = {http://dx.doi.org/10.1007/978-3-319-23234-8_32}, researchr = {https://researchr.org/publication/JavedBJ15}, cites = {0}, citedby = {0}, pages = {340-351}, booktitle = {iciap}, } @article{GiraldoJB22, title = {Graph Moving Object Segmentation}, author = {Jhony H. Giraldo and Sajid Javed and Thierry Bouwmans}, year = {2022}, doi = {10.1109/TPAMI.2020.3042093}, url = {https://doi.org/10.1109/TPAMI.2020.3042093}, researchr = {https://researchr.org/publication/GiraldoJB22}, cites = {0}, citedby = {0}, journal = {pami}, volume = {44}, number = {5}, pages = {2485-2503}, } @inproceedings{JavedBJ17a, title = {SBMI-LTD: stationary background model initialization based on low-rank tensor decomposition}, author = {Sajid Javed and Thierry Bouwmans and Soon Ki Jung}, year = {2017}, doi = {10.1145/3019612.3019687}, url = {http://doi.acm.org/10.1145/3019612.3019687}, researchr = {https://researchr.org/publication/JavedBJ17a}, cites = {0}, citedby = {0}, pages = {195-200}, booktitle = {SAC}, } @inproceedings{JavedOSBJ14, title = {OR-PCA with MRF for Robust Foreground Detection in Highly Dynamic Backgrounds}, author = {Sajid Javed and Seon Ho Oh and Andrews Sobral and Thierry Bouwmans and Soon Ki Jung}, year = {2014}, doi = {10.1007/978-3-319-16811-1_19}, url = {http://dx.doi.org/10.1007/978-3-319-16811-1_19}, researchr = {https://researchr.org/publication/JavedOSBJ14}, cites = {0}, citedby = {0}, pages = {284-299}, booktitle = {ACCV}, } @inproceedings{SemaniSFBC02, title = {Alive Fishes Species Characterization from Video Sequences}, author = {Dahbia Semani and Christophe Saint-Jean and Carl Frélicot and Thierry Bouwmans and Pierre Courtellemont}, year = {2002}, url = {http://link.springer.de/link/service/series/0558/bibs/2396/23960689.htm}, researchr = {https://researchr.org/publication/SemaniSFBC02}, cites = {0}, citedby = {0}, pages = {689-698}, booktitle = {gacm}, } @inproceedings{GiraldoSBM23, title = {On the Trade-off between Over-smoothing and Over-squashing in Deep Graph Neural Networks}, author = {Jhony H. Giraldo and Konstantinos Skianis and Thierry Bouwmans and Fragkiskos D. Malliaros}, year = {2023}, doi = {10.1145/3583780.3614997}, url = {https://doi.org/10.1145/3583780.3614997}, researchr = {https://researchr.org/publication/GiraldoSBM23}, cites = {0}, citedby = {0}, pages = {566-576}, booktitle = {CIKM}, } @inproceedings{BafBV08-2, title = {Fuzzy foreground detection for infrared videos}, author = {Fida El Baf and Thierry Bouwmans and Bertrand Vachon}, year = {2008}, doi = {10.1109/CVPRW.2008.4563057}, url = {http://doi.ieeecomputersociety.org/10.1109/CVPRW.2008.4563057}, researchr = {https://researchr.org/publication/BafBV08-2}, cites = {0}, citedby = {0}, pages = {1-6}, booktitle = {cvpr}, } @inproceedings{JavedNBV18, title = {Robust PCA and Robust Subspace Tracking: A Comparative Evaluation}, author = {Sajid Javed and Praneeth Narayanamurthy and Thierry Bouwmans and Namrata Vaswani}, year = {2018}, doi = {10.1109/SSP.2018.8450718}, url = {https://doi.org/10.1109/SSP.2018.8450718}, researchr = {https://researchr.org/publication/JavedNBV18}, cites = {0}, citedby = {0}, pages = {836-840}, booktitle = {gacm}, } @inproceedings{BafBV08, title = {A fuzzy approach for background subtraction}, author = {Fida El Baf and Thierry Bouwmans and Bertrand Vachon}, year = {2008}, doi = {10.1109/ICIP.2008.4712338}, url = {http://dx.doi.org/10.1109/ICIP.2008.4712338}, tags = {classification, meta-model, maintenance, object-role modeling, context-aware, Meta-Environment, systematic-approach}, researchr = {https://researchr.org/publication/BafBV08}, cites = {0}, citedby = {0}, pages = {2648-2651}, booktitle = {icip}, } @inproceedings{SobralBBZ14, title = {Incremental and Multi-feature Tensor Subspace Learning Applied for Background Modeling and Subtraction}, author = {Andrews Sobral and Christopher G. Baker and Thierry Bouwmans and El-Hadi Zahzah}, year = {2014}, doi = {10.1007/978-3-319-11758-4_11}, url = {http://dx.doi.org/10.1007/978-3-319-11758-4_11}, researchr = {https://researchr.org/publication/SobralBBZ14}, cites = {0}, citedby = {0}, pages = {94-103}, booktitle = {iciar}, } @inproceedings{SobralBZ15, title = {Comparison of Matrix Completion Algorithms for Background Initialization in Videos}, author = {Andrews Sobral and Thierry Bouwmans and El-Hadi Zahzah}, year = {2015}, doi = {10.1007/978-3-319-23222-5_62}, url = {http://dx.doi.org/10.1007/978-3-319-23222-5_62}, researchr = {https://researchr.org/publication/SobralBZ15}, cites = {0}, citedby = {0}, pages = {510-518}, booktitle = {iciap}, } @article{RaiGADB22, title = {SemiSegSAR: A Semi-Supervised Segmentation Algorithm for Ship SAR Images}, author = {Marwa Chendeb El Rai and Jhony H. Giraldo and Mina Al-Saad and Muna Darweech and Thierry Bouwmans}, year = {2022}, doi = {10.1109/LGRS.2022.3185306}, url = {https://doi.org/10.1109/LGRS.2022.3185306}, researchr = {https://researchr.org/publication/RaiGADB22}, cites = {0}, citedby = {0}, journal = {lgrs}, volume = {19}, pages = {1-5}, } @inproceedings{AmmarBZN20-0, title = {Towards an Effective Approach for Face Recognition with DCGANs Data Augmentation}, author = {Sirine Ammar and Thierry Bouwmans and Nizar Zaghden and Mahmoud Neji}, year = {2020}, doi = {10.1007/978-3-030-64556-4_36}, url = {https://doi.org/10.1007/978-3-030-64556-4_36}, researchr = {https://researchr.org/publication/AmmarBZN20-0}, cites = {0}, citedby = {0}, pages = {463-475}, booktitle = {isvc}, } @inproceedings{MarghesB10, title = {Background Modeling via Incremental Maximum Margin Criterion}, author = {Cristina Marghes and Thierry Bouwmans}, year = {2010}, doi = {10.1007/978-3-642-22819-3_40}, url = {http://dx.doi.org/10.1007/978-3-642-22819-3_40}, researchr = {https://researchr.org/publication/MarghesB10}, cites = {0}, citedby = {0}, pages = {394-403}, booktitle = {ACCV}, } @inproceedings{GuyonBZ12-3, title = {Foreground detection based on low-rank and block-sparse matrix decomposition}, author = {Charles Guyon and Thierry Bouwmans and El-Hadi Zahzah}, year = {2012}, doi = {10.1109/ICIP.2012.6467087}, url = {http://dx.doi.org/10.1109/ICIP.2012.6467087}, researchr = {https://researchr.org/publication/GuyonBZ12-3}, cites = {0}, citedby = {0}, pages = {1225-1228}, booktitle = {icip}, } @article{YazdiB18, title = {New trends on moving object detection in video images captured by a moving camera: A survey}, author = {Mehran Yazdi and Thierry Bouwmans}, year = {2018}, doi = {10.1016/j.cosrev.2018.03.001}, url = {https://doi.org/10.1016/j.cosrev.2018.03.001}, researchr = {https://researchr.org/publication/YazdiB18}, cites = {0}, citedby = {0}, journal = {csr}, volume = {28}, pages = {157-177}, } @article{JavedMUBKDW22, title = {A Novel Algorithm Based on a Common Subspace Fusion for Visual Object Tracking}, author = {Sajid Javed and Arif Mahmood and Ihsan Ullah 0002 and Thierry Bouwmans and Majid Khonji and Jorge Manuel Miranda Dias and Naoufel Werghi}, year = {2022}, doi = {10.1109/ACCESS.2022.3155660}, url = {https://doi.org/10.1109/ACCESS.2022.3155660}, researchr = {https://researchr.org/publication/JavedMUBKDW22}, cites = {0}, citedby = {0}, journal = {access}, volume = {10}, pages = {24690-24703}, } @inproceedings{SultanaMBJ19, title = {Complete Moving Object Detection in the Context of Robust Subspace Learning}, author = {Maryam Sultana and Arif Mahmood and Thierry Bouwmans and Soon Ki Jung}, year = {2019}, doi = {10.1109/ICCVW.2019.00080}, url = {https://doi.org/10.1109/ICCVW.2019.00080}, researchr = {https://researchr.org/publication/SultanaMBJ19}, cites = {0}, citedby = {0}, pages = {661-668}, booktitle = {iccvw}, }