A new stereomatching algorithm based on linear features and the fuzzy integral. - André Bigand; Thierry Bouwmans; Jean-Paul Dubus (Pattern Recognit. Lett., 2001)

Extraction of line segments from fuzzy images. - André Bigand; Thierry Bouwmans; Jean-Paul Dubus (Pattern Recognit. Lett., 2001)

Alive Fishes Species Characterization from Video Sequences. - Dahbia Semani; Christophe Saint-Jean; Carl Frélicot; Thierry Bouwmans; Pierre Courtellemont (SSPR/SPR, 2002)

Comparison of Background Subtraction Methods for a Multimedia Learning Space. - Fida El Baf; Thierry Bouwmans; Bertrand Vachon (SIGMAP, 2007)

Fuzzy foreground detection for infrared videos. - Fida El Baf; Thierry Bouwmans; Bertrand Vachon (CVPR Workshops, 2008)

Fuzzy integral for moving object detection. - Fida El Baf; Thierry Bouwmans; Bertrand Vachon (FUZZ-IEEE, 2008)

A fuzzy approach for background subtraction. - Fida El Baf; Thierry Bouwmans; Bertrand Vachon (ICIP, 2008)

Type-2 Fuzzy Mixture of Gaussians Model: Application to Background Modeling. - Fida El Baf; Thierry Bouwmans; Bertrand Vachon (ISVC (1), 2008)

Foreground Detection Using the Choquet Integral. - Fida El Baf; Thierry Bouwmans; Bertrand Vachon (WIAMIS, 2008)

Fuzzy statistical modeling of dynamic backgrounds for moving object detection in infrared videos. - Fida El Baf; Thierry Bouwmans; Bertrand Vachon (CVPR Workshops, 2009)

Background Modeling via Incremental Maximum Margin Criterion. - Cristina Marghes; Thierry Bouwmans (ACCV Workshops (2), 2010)

Foreground Detection via Robust Low Rank Matrix Decomposition Including Spatio-Temporal Constraint. - Charles Guyon; Thierry Bouwmans; El-Hadi Zahzah (ACCV Workshops (1), 2012)

Foreground Detection by Robust PCA Solved via a Linearized Alternating Direction Method. - Charles Guyon; Thierry Bouwmans; El-Hadi Zahzah (ICIAR (1), 2012)

Foreground detection based on low-rank and block-sparse matrix decomposition. - Charles Guyon; Thierry Bouwmans; El-Hadi Zahzah (ICIP, 2012)

Foreground detection via robust low rank matrix factorization including spatial constraint with Iterative reweighted regression. - Charles Guyon; Thierry Bouwmans; El-Hadi Zahzah (ICPR, 2012)

Moving Object Detection by Robust PCA Solved via a Linearized Symmetric Alternating Direction Method. - Charles Guyon; Thierry Bouwmans; El-Hadi Zahzah (ISVC (1), 2012)

Moving Object Detection via Robust Low Rank Matrix Decomposition with IRLS Scheme. - Charles Guyon; Thierry Bouwmans; El-Hadi Zahzah (ISVC (1), 2012)

Background subtraction via incremental maximum margin criterion: a discriminative subspace approach. - Diana Farcas; Cristina Marghes; Thierry Bouwmans (Mach. Vis. Appl., 2012)

Background Subtraction for Visual Surveillance. - Thierry Bouwmans (Handbook of Soft Computing for Video Surveillance, 2012)

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. - Thierry Bouwmans (2014)

OR-PCA with MRF for Robust Foreground Detection in Highly Dynamic Backgrounds. - Sajid Javed; Seon Ho Oh; Andrews Sobral; Thierry Bouwmans; Soon Ki Jung (ACCV (3), 2014)

Incremental and Multi-feature Tensor Subspace Learning Applied for Background Modeling and Subtraction. - Andrews Sobral; Christopher G. Baker; Thierry Bouwmans; El-hadi Zahzah (ICIAR (1), 2014)

Traditional and recent approaches in background modeling for foreground detection: An overview. - Thierry Bouwmans (Comput. Sci. Rev., 2014)

Robust PCA via Principal Component Pursuit: A review for a comparative evaluation in video surveillance. - Thierry Bouwmans; El-Hadi Zahzah (Comput. Vis. Image Underst., 2014)

Special issue on background modeling for foreground detection in real-world dynamic scenes. - Thierry Bouwmans; Jordi Gonzàlez 001; Caifeng Shan; Massimo Piccardi; Larry S. Davis (Mach. Vis. Appl., 2014)

Double-constrained RPCA based on saliency maps for foreground detection in automated maritime surveillance. - Andrews Sobral; Thierry Bouwmans; El-hadi Zahzah (AVSS, 2015)

Depth extended online RPCA with spatiotemporal constraints for robust background subtraction. - Sajid Javed; Thierry Bouwmans; Soon Ki Jung (FCV, 2015)

Background Subtraction via Superpixel-Based Online Matrix Decomposition with Structured Foreground Constraints. - Sajid Javed; Seon Ho Oh; Andrews Sobral; Thierry Bouwmans; Soon Ki Jung (ICCV Workshops, 2015)

Online Stochastic Tensor Decomposition for Background Subtraction in Multispectral Video Sequences. - Andrews Sobral; Sajid Javed; Soon Ki Jung; Thierry Bouwmans; El-hadi Zahzah (ICCV Workshops, 2015)

Stochastic decomposition into low rank and sparse tensor for robust background subtraction. - Sajid Javed; Thierry Bouwmans; Soon Ki Jung (ICDP, 2015)

Combining ARF and OR-PCA for Robust Background Subtraction of Noisy Videos. - Sajid Javed; Thierry Bouwmans; Soon Ki Jung (ICIAP (2), 2015)

Comparison of Matrix Completion Algorithms for Background Initialization in Videos. - Andrews Sobral; Thierry Bouwmans; El-hadi Zahzah (ICIAP Workshops, 2015)

OR-PCA with dynamic feature selection for robust background subtraction. - Sajid Javed; Andrews Sobral; Thierry Bouwmans; Soon Ki Jung (SAC, 2015)

An eXtended Center-Symmetric Local Binary Pattern for Background Modeling and Subtraction in Videos. - Caroline Silva; Thierry Bouwmans; Carl Frélicot (VISAPP (1), 2015)

Robust background subtraction to global illumination changes via multiple features-based online robust principal components analysis with Markov random field. - Sajid Javed; Seon Ho Oh; Thierry Bouwmans; Soon Ki Jung (J. Electronic Imaging, 2015)

GMM Background Modeling Using Divergence-Based Weight Updating. - Juan D. Pulgarin-Giraldo; Andrés Marino Álvarez-Meza; David Insuasti-Ceballos; Thierry Bouwmans; Germán Castellanos-Domínguez (CIARP, 2016)

Motion-Aware Graph Regularized RPCA for background modeling of complex scenes. - Sajid Javed; Soon Ki Jung; Arif Mahmood; Thierry Bouwmans (ICPR, 2016)

Online Weighted One-Class Ensemble for feature selection in background/foreground separation. - Caroline Silva; Thierry Bouwmans; Carl Frélicot (ICPR, 2016)

Human Pose Estimation from Monocular Images: A Comprehensive Survey. - Wenjuan Gong; Xuena Zhang; Jordi Gonzàlez 001; Andrews Sobral; Thierry Bouwmans; Changhe Tu; El-hadi Zahzah (Sensors, 2016)

Moving Object Detection on RGB-D Videos Using Graph Regularized Spatiotemporal RPCA. - Sajid Javed; Thierry Bouwmans; Maryam Sultana; Soon Ki Jung (ICIAP Workshops, 2017)

Multi-feature fusion based background subtraction for video sequences with strong background changes. - Zhenkun Huang; Ruimin Hu; Thierry Bouwmans; Shihong Chen (ICIP, 2017)

Improving OR-PCA via smoothed spatially-consistent low-rank modeling for background subtraction. - Sajid Javed; Thierry Bouwmans; Soon Ki Jung (SAC, 2017)

SBMI-LTD: stationary background model initialization based on low-rank tensor decomposition. - Sajid Javed; Thierry Bouwmans; Soon Ki Jung (SAC, 2017)

Robust PCA and Robust Subspace Tracking. - Namrata Vaswani; Thierry Bouwmans; Sajid Javed; Praneeth Narayanamurthy (CoRR, 2017)

Decomposition into low-rank plus additive matrices for background/foreground separation: A review for a comparative evaluation with a large-scale dataset. - Thierry Bouwmans; Andrews Sobral; Sajid Javed; Soon Ki Jung; El-Hadi Zahzah (Comput. Sci. Rev., 2017)

Scene background initialization: A taxonomy. - Thierry Bouwmans; Lucia Maddalena 001; Alfredo Petrosino (Pattern Recognit. Lett., 2017)

Editorial-Scene background modeling and initialization. - Alfredo Petrosino; Lucia Maddalena 001; Thierry Bouwmans (Pattern Recognit. Lett., 2017)

Superpixel-based online wagging one-class ensemble for feature selection in foreground/background separation. - Caroline Silva; Thierry Bouwmans; Carl Frélicot (Pattern Recognit. Lett., 2017)

Guest Editorial Introduction to the Special Issue on Group and Crowd Behavior Analysis for Intelligent Multicamera Video Surveillance. - Hongxun Yao; Andrea Cavallaro; Thierry Bouwmans; Zhengyou Zhang (IEEE Trans. Circuits Syst. Video Technol., 2017)

Background-Foreground Modeling Based on Spatiotemporal Sparse Subspace Clustering. - Sajid Javed; Arif Mahmood; Thierry Bouwmans; Soon Ki Jung (IEEE Trans. Image Process., 2017)

Robust PCA and Robust Subspace Tracking: A Comparative Evaluation. - Sajid Javed; Praneeth Narayanamurthy; Thierry Bouwmans; Namrata Vaswani (SSP, 2018)

On the role and the importance of features for background modeling and foreground detection. - Thierry Bouwmans; Caroline Silva; Cristina Marghes; Mohammed Sami Zitouni; Harish Bhaskar; Carl Frélicot (Comput. Sci. Rev., 2018)

New trends on moving object detection in video images captured by a moving camera: A survey. - Mehran Yazdi; Thierry Bouwmans (Comput. Sci. Rev., 2018)

Detection of Moving Objects. - Thierry Bouwmans (J. Imaging, 2018)

Introduction to the Issue on Robust Subspace Learning and Tracking: Theory, Algorithms, and Applications. - Thierry Bouwmans; Namrata Vaswani; Paul Rodríguez 001; René Vidal; Zhouchen Lin (IEEE J. Sel. Top. Signal Process., 2018)

On the Applications of Robust PCA in Image and Video Processing. - Thierry Bouwmans; Sajid Javed; Hongyang Zhang 001; Zhouchen Lin; Ricardo Otazo (Proc. IEEE, 2018)

Rethinking PCA for Modern Data Sets: Theory, Algorithms, and Applications. - Namrata Vaswani; Yuejie Chi; Thierry Bouwmans (Proc. IEEE, 2018)

Robust Subspace Learning: Robust PCA, Robust Subspace Tracking, and Robust Subspace Recovery. - Namrata Vaswani; Thierry Bouwmans; Sajid Javed; Praneeth Narayanamurthy (IEEE Signal Process. Mag., 2018)

Spatiotemporal Low-Rank Modeling for Complex Scene Background Initialization. - Sajid Javed; Arif Mahmood; Thierry Bouwmans; Soon Ki Jung (IEEE Trans. Circuits Syst. Video Technol., 2018)

Complete Moving Object Detection in the Context of Robust Subspace Learning. - Maryam Sultana; Arif Mahmood; Thierry Bouwmans; Soon Ki Jung (ICCV Workshops, 2019)

Moving Objects Segmentation Based on DeepSphere in Video Surveillance. - Sirine Ammar; Thierry Bouwmans; Nizar Zaghden; Mahmoud Neji (ISVC (2), 2019)

Estimation of the Hidden Message Length in Steganography: A Deep Learning Approach. - François Kasséné Gomis; Thierry Bouwmans; Mamadou Samba Camara; Idy Diop (MLN, 2019)

Background Subtraction in Real Applications: Challenges, Current Models and Future Directions. - Thierry Bouwmans; Belmar García García (CoRR, 2019)

Deep neural network concepts for background subtraction: A systematic review and comparative evaluation. - Thierry Bouwmans; Sajid Javed; Maryam Sultana; Soon Ki Jung (Neural Networks, 2019)

Moving Object Detection in Complex Scene Using Spatiotemporal Structured-Sparse RPCA. - Sajid Javed; Arif Mahmood; Somaya Al-Máadeed; Thierry Bouwmans; Soon Ki Jung (IEEE Trans. Image Process., 2019)

Unsupervised Adversarial Learning for Dynamic Background Modeling. - Maryam Sultana; Arif Mahmood; Thierry Bouwmans; Soon Ki Jung (IW-FCV, 2020)

Semi-Supervised Background Subtraction Of Unseen Videos: Minimization Of The Total Variation Of Graph Signals. - Jhony H. Giraldo; Thierry Bouwmans (ICIP, 2020)

Dual Information-Based Background Model For Moving Object Detection. - Sujoy Madhab Roy; Thierry Bouwmans (ICIP, 2020)

Dynamic Background Subtraction Using Least Square Adversarial Learning. - Maryam Sultana; Arif Mahmood; Thierry Bouwmans; Soon Ki Jung (ICIP, 2020)

GraphBGS: Background Subtraction via Recovery of Graph Signals. - Jhony H. Giraldo; Thierry Bouwmans (ICPR, 2020)

Towards an Effective Approach for Face Recognition with DCGANs Data Augmentation. - Sirine Ammar; Thierry Bouwmans; Nizar Zaghden; Mahmoud Neji (ISVC (1), 2020)

On the Minimization of Sobolev Norms of Time-Varying Graph Signals: Estimation of New Coronavirus Disease 2019 Cases. - Jhony H. Giraldo; Thierry Bouwmans (MLSP, 2020)

Moving objects detection with a moving camera: A comprehensive review. - Marie-Neige Chapel; Thierry Bouwmans (Comput. Sci. Rev., 2020)

Background subtraction in real applications: Challenges, current models and future directions. - Belmar García García; Thierry Bouwmans; Alberto Jorge Rosales-Silva (Comput. Sci. Rev., 2020)

Deep detector classifier (DeepDC) for moving objects segmentation and classification in video surveillance. - Sirine Ammar; Thierry Bouwmans; Nizar Zaghden; Mahmoud Neji (IET Image Process., 2020)

Introduction to the Special Issue on Multimodal Machine Learning for Human Behavior Analysis. - Shengping Zhang; Huiyu Zhou 001; Dong Xu 001; M. Emre Celebi 001; Thierry Bouwmans (ACM Trans. Multim. Comput. Commun. Appl., 2020)

The Emerging Field of Graph Signal Processing for Moving Object Segmentation. - Jhony H. Giraldo; Sajid Javed; Maryam Sultana; Soon Ki Jung; Thierry Bouwmans (IW-FCV, 2021)

Robust Foreground Segmentation in RGBD Data from Complex Scenes Using Adversarial Networks. - Maryam Sultana; Thierry Bouwmans; Jhony H. Giraldo; Soon Ki Jung (IW-FCV, 2021)

Graph CNN for Moving Object Detection in Complex Environments from Unseen Videos. - Jhony H. Giraldo; Sajid Javed; Naoufel Werghi; Thierry Bouwmans (ICCVW, 2021)

Moving Object Detection for Event-based Vision using Graph Spectral Clustering. - Anindya Mondal; Shashant R; Jhony H. Giraldo; Thierry Bouwmans; Ananda S. Chowdhury (ICCVW, 2021)

Background/Foreground Separation: Guided Attention based Adversarial Modeling (GAAM) versus Robust Subspace Learning Methods. - Maryam Sultana; Arif Mahmood; Thierry Bouwmans; Muhammad Haris Khan; Soon Ki Jung (ICCVW, 2021)

Automated Mathematical Equation Structure Discovery for Visual Analysis. - Caroline Pacheco do Espírito Silva; José A. M. Felippe De Souza; Antoine Vacavant; Thierry Bouwmans; Andrews Cordolino Sobral (CoRR, 2021)

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 (AVSS, 2022)

Hypergraph Convolutional Networks for Weakly-Supervised Semantic Segmentation. - Jhony H. Giraldo; Vincenzo Mariano Scarrica; Antonino Staiano; Francesco Camastra; Thierry Bouwmans (ICIP, 2022)

A Novel Algorithm Based on a Common Subspace Fusion for Visual Object Tracking. - Sajid Javed; Arif Mahmood; Ihsan Ullah 002; Thierry Bouwmans; Majid Khonji; Jorge Manuel Miranda Dias; Naoufel Werghi (IEEE Access, 2022)

Understanding the Relationship between Over-smoothing and Over-squashing in Graph Neural Networks. - Jhony H. Giraldo; Fragkiskos D. Malliaros; Thierry Bouwmans (CoRR, 2022)

Moving objects segmentation using generative adversarial modeling. - Maryam Sultana; Arif Mahmood; Thierry Bouwmans; Muhammad Haris Khan; Soon Ki Jung (Neurocomputing, 2022)

Face Identification Using Data Augmentation Based on the Combination of DCGANs and Basic Manipulations. - Sirine Ammar; Thierry Bouwmans; Mahmoud Neji (Inf., 2022)

SemiSegSAR: A Semi-Supervised Segmentation Algorithm for Ship SAR Images. - Marwa Chendeb El Rai; Jhony H. Giraldo; Mina Al-Saad; Muna Darweech; Thierry Bouwmans (IEEE Geosci. Remote. Sens. Lett., 2022)

Graph Moving Object Segmentation. - Jhony H. Giraldo; Sajid Javed; Thierry Bouwmans (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Reconstruction of Time-Varying Graph Signals via Sobolev Smoothness. - Jhony H. Giraldo; Arif Mahmood; Belmar García García; Dorina Thanou; Thierry Bouwmans (IEEE Trans. Signal Inf. Process. over Networks, 2022)

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 (CIKM, 2023)

Time-Varying Signals Recovery Via Graph Neural Networks. - Jhon A. Castro-Correa; Jhony H. Giraldo; Anindya Mondal; Mohsen Badiey; Thierry Bouwmans; Fragkiskos D. Malliaros (ICASSP, 2023)

Higher-Order Sparse Convolutions in Graph Neural Networks. - Jhony H. Giraldo; Sajid Javed; Arif Mahmood; Fragkiskos D. Malliaros; Thierry Bouwmans (ICASSP, 2023)

Inductive Graph Neural Networks for Moving Object Segmentation. - Wieke Prummel; Jhony H. Giraldo; Anastasia Zakharova; Thierry Bouwmans (ICIP, 2023)

Discovering Local Binary Pattern Equation for Foreground Object Removal in Videos. - Caroline Pacheco do Espírito Silva; Andrews Cordolino Sobral; Antoine Vacavant; Thierry Bouwmans; José A. M. Felippe De Souza (CoRR, 2023)

Uncertainty clustering internal validity assessment using Fréchet distance for unsupervised learning. - Nestor Rendon; Jhony H. Giraldo; Thierry Bouwmans; Susana Rodríguez-Buritica; Edison Ramirez; Claudia Isaza (Eng. Appl. Artif. Intell., 2023)

Anomalous Sound Detection For Road Surveillance Based On Graph Signal Processing. - Zied Mnasri; Jhony H. Giraldo; Thierry Bouwmans (EUSIPCO, 2024)

Accelerating Traditional Object Detection Methods on Sophisticated Embedded Systems. - Kamal Sehairi; Abdelkader Bouhafs; Ibtissam Mama Boucherit; Thierry Bouwmans; Fatima Chouireb (ISPR (2), 2024)

Robust and efficient FISTA-based method for moving object detection under background movements. - Maryam Amoozegar; Masoumeh Akbarizadeh; Thierry Bouwmans (Knowl. Based Syst., 2024)

A Multi-Scale Contrast Preserving Encoder-Decoder Architecture for Local Change Detection From Thermal Video Scenes. - Manoj Kumar Panda; Badri Narayan Subudhi; Thangaraj Veerakumar; Vinit Jakhetiya; Thierry Bouwmans (IEEE Trans. Inf. Forensics Secur., 2024)

Graph-based Moving Object Segmentation for underwater videos using semi-supervised learning. - Meghna Kapoor; Wieke Prummel; Jhony H. Giraldo; Badri Narayan Subudhi; Anastasia Zakharova; Thierry Bouwmans; Ankur Bansal (Comput. Vis. Image Underst., 2025)

Letting ecosystems speak for themselves: An unsupervised methodology for mapping landscape acoustic heterogeneity. - Nestor Rendon; Maria J. Guerrero; Camilo Sánchez-Giraldo; Víctor M. Martinez-Arias; Carolina Paniagua-Villada; Thierry Bouwmans; Juan M. Daza; Claudia Isaza (Environ. Model. Softw., 2025)

Long-term spatio-temporal graph attention network for traffic forecasting. - Brahim Remmouche; Doulkifli Boukraâ; Anastasia Zakharova; Thierry Bouwmans; Mokhtar Taffar (Expert Syst. Appl., 2025)

AI4RDD: Artificial Intelligence and Rare Disease Diagnosis: A proposal to improve the anamnesis process. - Serena Lembo; Paola Barra; Luigi Di Biasi; Thierry Bouwmans; Genoveffa Tortora (Image Vis. Comput., 2025)

Higher-Order GNNs Meet Efficiency: Sparse Sobolev Graph Neural Networks. - Jhony H. Giraldo; Aref Einizade; Andjela Todorovic; Jhon A. Castro-Correa; Mohsen Badiey; Thierry Bouwmans; Fragkiskos D. Malliaros (IEEE Trans. Signal Inf. Process. over Networks, 2025)