Thierry Bouwmans

ORCID

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 73

Top Venues

Publications

Maryam Amoozegar, Masoumeh Akbarizadeh, Thierry Bouwmans
Robust and efficient FISTA-based method for moving object detection under background movements. Knowl. Based Syst. 294 (2024)
Nestor Rendon, Jhony H. Giraldo, Thierry Bouwmans, Susana Rodríguez-Buritica, Edison Ramirez, Claudia Isaza
Uncertainty clustering internal validity assessment using Fréchet distance for unsupervised learning. Eng. Appl. Artif. Intell. 124 (2023)
Jhony H. Giraldo, Sajid Javed, Arif Mahmood, Fragkiskos D. Malliaros, Thierry Bouwmans
Higher-order Sparse Convolutions in Graph Neural Networks. CoRR (2023)
Jhony H. Giraldo, Sajid Javed, Arif Mahmood, Fragkiskos D. Malliaros, Thierry Bouwmans
Higher-Order Sparse Convolutions in Graph Neural Networks. ICASSP (2023)
Wieke Prummel, Jhony H. Giraldo, Anastasia Zakharova, Thierry Bouwmans
Inductive Graph Neural Networks for Moving Object Segmentation. ICIP (2023)
Jhon A. Castro-Correa, Jhony H. Giraldo, Anindya Mondal, Mohsen Badiey, Thierry Bouwmans, Fragkiskos D. Malliaros
Time-varying Signals Recovery via Graph Neural Networks. CoRR (2023)
Caroline Pacheco do Espírito Silva, Andrews Cordolino Sobral, Antoine Vacavant, Thierry Bouwmans, José A. M. Felippe De Souza
Discovering Local Binary Pattern Equation for Foreground Object Removal in Videos. CoRR (2023)
Jhony H. Giraldo, Konstantinos Skianis, Thierry Bouwmans, Fragkiskos D. Malliaros
On the Trade-off between Over-smoothing and Over-squashing in Deep Graph Neural Networks. CIKM (2023)
Jhon A. Castro-Correa, Jhony H. Giraldo, Anindya Mondal, Mohsen Badiey, Thierry Bouwmans, Fragkiskos D. Malliaros
Time-Varying Signals Recovery Via Graph Neural Networks. ICASSP (2023)
Wieke Prummel, Jhony H. Giraldo, Anastasia Zakharova, Thierry Bouwmans
Inductive Graph Neural Networks for Moving Object Segmentation. CoRR (2023)
Marwa Chendeb El Rai, Jhony H. Giraldo, Mina Al-Saad, Muna Darweech, Thierry Bouwmans
SemiSegSAR: A Semi-Supervised Segmentation Algorithm for Ship SAR Images. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Jhony H. Giraldo, Sajid Javed, Thierry Bouwmans
Graph Moving Object Segmentation. IEEE Trans. Pattern Anal. Mach. Intell. 44 (5) (2022)
Maryam Sultana, Arif Mahmood, Thierry Bouwmans, Muhammad Haris Khan, Soon Ki Jung
Moving objects segmentation using generative adversarial modeling. Neurocomputing 506 (2022)
Jhony H. Giraldo, Fragkiskos D. Malliaros, Thierry Bouwmans
Understanding the Relationship between Over-smoothing and Over-squashing in Graph Neural Networks. CoRR (2022)
Jhony H. Giraldo, Vincenzo Mariano Scarrica, Antonino Staiano, Francesco Camastra, Thierry Bouwmans
Hypergraph Convolutional Networks for Weakly-Supervised Semantic Segmentation. CoRR (2022)
Sajid Javed, Arif Mahmood, Ihsan Ullah, Thierry Bouwmans, Majid Khonji, Jorge Manuel Miranda Dias, Naoufel Werghi
A Novel Algorithm Based on a Common Subspace Fusion for Visual Object Tracking. IEEE Access 10 (2022)
Sirine Ammar, Thierry Bouwmans, Mahmoud Neji
Face Identification Using Data Augmentation Based on the Combination of DCGANs and Basic Manipulations. Inf. 13 (8) (2022)
Jhony H. Giraldo, Vincenzo Mariano Scarrica, Antonino Staiano, Francesco Camastra, Thierry Bouwmans
Hypergraph Convolutional Networks for Weakly-Supervised Semantic Segmentation. ICIP (2022)
Jhony H. Giraldo, Arif Mahmood, Belmar García García, Dorina Thanou, Thierry Bouwmans
Reconstruction of Time-Varying Graph Signals via Sobolev Smoothness. IEEE Trans. Signal Inf. Process. over Networks 8 (2022)
Jhony H. Giraldo, Sajid Javed, Naoufel Werghi, Thierry Bouwmans
Graph CNN for Moving Object Detection in Complex Environments from Unseen Videos. CoRR (2022)
Manoj Kumar Panda, Badri Narayan Subudhi, Thierry Bouwmans, Vinit Jakheytiya, T. Veerakumar
An End to End Encoder-Decoder Network with Multi-scale Feature Pulling for Detecting Local Changes From Video Scene. AVSS (2022)
Jhony H. Giraldo, Sajid Javed, Maryam Sultana, Soon Ki Jung, Thierry Bouwmans
The Emerging Field of Graph Signal Processing for Moving Object Segmentation. IW-FCV (2021)
Jhony H. Giraldo, Sajid Javed, Naoufel Werghi, Thierry Bouwmans
Graph CNN for Moving Object Detection in Complex Environments from Unseen Videos. ICCVW (2021)
Maryam Sultana, Arif Mahmood, Thierry Bouwmans, Muhammad Haris Khan, Soon Ki Jung
Background/Foreground Separation: Guided Attention based Adversarial Modeling (GAAM) versus Robust Subspace Learning Methods. ICCVW (2021)
Anindya Mondal, Shashant R, Jhony H. Giraldo, Thierry Bouwmans, Ananda S. Chowdhury
Moving Object Detection for Event-based vision using Graph Spectral Clustering. CoRR (2021)
Maryam Sultana, Thierry Bouwmans, Jhony H. Giraldo, Soon Ki Jung
Robust Foreground Segmentation in RGBD Data from Complex Scenes Using Adversarial Networks. IW-FCV (2021)
Anindya Mondal, Shashant R, Jhony H. Giraldo, Thierry Bouwmans, Ananda S. Chowdhury
Moving Object Detection for Event-based Vision using Graph Spectral Clustering. ICCVW (2021)
Caroline Pacheco do Espírito Silva, José A. M. Felippe De Souza, Antoine Vacavant, Thierry Bouwmans, Andrews Cordolino Sobral
Automated Mathematical Equation Structure Discovery for Visual Analysis. CoRR (2021)
Jhony H. Giraldo, Thierry Bouwmans
GraphBGS: Background Subtraction via Recovery of Graph Signals. CoRR (2020)
Sirine Ammar, Thierry Bouwmans, Nizar Zaghden, Mahmoud Neji
Towards an Effective Approach for Face Recognition with DCGANs Data Augmentation. ISVC (1) (2020)
Shengping Zhang, Huiyu Zhou, Dong Xu, M. Emre Celebi, Thierry Bouwmans
Introduction to the Special Issue on Multimodal Machine Learning for Human Behavior Analysis. ACM Trans. Multim. Comput. Commun. Appl. 16 (Special) (2020)
Maryam Sultana, Arif Mahmood, Thierry Bouwmans, Soon Ki Jung
Unsupervised Adversarial Learning for Dynamic Background Modeling. IW-FCV (2020)
Sirine Ammar, Thierry Bouwmans, Nizar Zaghden, Mahmoud Neji
Deep detector classifier (DeepDC) for moving objects segmentation and classification in video surveillance. IET Image Process. 14 (8) (2020)
Jhony H. Giraldo, Thierry Bouwmans
On the Minimization of Sobolev Norms of Time-Varying Graph Signals: Estimation of New Coronavirus Disease 2019 Cases. MLSP (2020)
Maryam Sultana, Arif Mahmood, Thierry Bouwmans, Soon Ki Jung
Dynamic Background Subtraction Using Least Square Adversarial Learning. ICIP (2020)
Belmar García García, Thierry Bouwmans, Alberto Jorge Rosales-Silva
Background subtraction in real applications: Challenges, current models and future directions. Comput. Sci. Rev. 35 (2020)
Jhony H. Giraldo, Thierry Bouwmans
Semi-Supervised Background Subtraction Of Unseen Videos: Minimization Of The Total Variation Of Graph Signals. ICIP (2020)
Jhony H. Giraldo, Thierry Bouwmans
GraphBGS: Background Subtraction via Recovery of Graph Signals. ICPR (2020)
Sujoy Madhab Roy, Thierry Bouwmans
Dual Information-Based Background Model For Moving Object Detection. ICIP (2020)
Marie-Neige Chapel, Thierry Bouwmans
Moving objects detection with a moving camera: A comprehensive review. Comput. Sci. Rev. 38 (2020)
Marie-Neige Chapel, Thierry Bouwmans
Moving Objects Detection with a Moving Camera: A Comprehensive Review. CoRR (2020)
Sajid Javed, Arif Mahmood, Somaya Al-Máadeed, Thierry Bouwmans, Soon Ki Jung
Moving Object Detection in Complex Scene Using Spatiotemporal Structured-Sparse RPCA. IEEE Trans. Image Process. 28 (2) (2019)
François Kasséné Gomis, Thierry Bouwmans, Mamadou Samba Camara, Idy Diop
Estimation of the Hidden Message Length in Steganography: A Deep Learning Approach. MLN (2019)
Maryam Sultana, Arif Mahmood, Thierry Bouwmans, Soon Ki Jung
Complete Moving Object Detection in the Context of Robust Subspace Learning. ICCV Workshops (2019)
Thierry Bouwmans, Belmar García García
Background Subtraction in Real Applications: Challenges, Current Models and Future Directions. CoRR (2019)
Thierry Bouwmans, Sajid Javed, Maryam Sultana, Soon Ki Jung
Deep neural network concepts for background subtraction: A systematic review and comparative evaluation. Neural Networks 117 (2019)
Sirine Ammar, Thierry Bouwmans, Nizar Zaghden, Mahmoud Neji
Moving Objects Segmentation Based on DeepSphere in Video Surveillance. ISVC (2) (2019)
Mehran Yazdi, Thierry Bouwmans
New trends on moving object detection in video images captured by a moving camera: A survey. Comput. Sci. Rev. 28 (2018)
Namrata Vaswani, Yuejie Chi, Thierry Bouwmans
Rethinking PCA for Modern Data Sets: Theory, Algorithms, and Applications. Proc. IEEE 106 (8) (2018)
Thierry Bouwmans, Caroline Silva, Cristina Marghes, Mohammed Sami Zitouni, Harish Bhaskar, Carl Frélicot
On the role and the importance of features for background modeling and foreground detection. Comput. Sci. Rev. 28 (2018)
Sajid Javed, Arif Mahmood, Thierry Bouwmans, Soon Ki Jung
Spatiotemporal Low-Rank Modeling for Complex Scene Background Initialization. IEEE Trans. Circuits Syst. Video Technol. 28 (6) (2018)
Thierry Bouwmans, Sajid Javed, Hongyang Zhang, Zhouchen Lin, Ricardo Otazo
On the Applications of Robust PCA in Image and Video Processing. Proc. IEEE 106 (8) (2018)
Thierry Bouwmans
Detection of Moving Objects. J. Imaging 4 (7) (2018)
Namrata Vaswani, Thierry Bouwmans, Sajid Javed, Praneeth Narayanamurthy
Robust Subspace Learning: Robust PCA, Robust Subspace Tracking, and Robust Subspace Recovery. IEEE Signal Process. Mag. 35 (4) (2018)
Sajid Javed, Praneeth Narayanamurthy, Thierry Bouwmans, Namrata Vaswani
Robust PCA and Robust Subspace Tracking: A Comparative Evaluation. SSP (2018)
Thierry Bouwmans, Namrata Vaswani, Paul Rodríguez, René Vidal, Zhouchen Lin
Introduction to the Issue on Robust Subspace Learning and Tracking: Theory, Algorithms, and Applications. IEEE J. Sel. Top. Signal Process. 12 (6) (2018)
Thierry Bouwmans, Sajid Javed, Maryam Sultana, Soon Ki Jung
Deep Neural Network Concepts for Background Subtraction: A Systematic Review and Comparative Evaluation. CoRR (2018)
Zhenkun Huang, Ruimin Hu, Thierry Bouwmans, Shihong Chen
Multi-feature fusion based background subtraction for video sequences with strong background changes. ICIP (2017)
Sajid Javed, Thierry Bouwmans, Soon Ki Jung
Improving OR-PCA via smoothed spatially-consistent low-rank modeling for background subtraction. SAC (2017)
Alfredo Petrosino, Lucia Maddalena, Thierry Bouwmans
Editorial-Scene background modeling and initialization. Pattern Recognit. Lett. 96 (2017)
Thierry Bouwmans, Lucia Maddalena, Alfredo Petrosino
Scene background initialization: A taxonomy. Pattern Recognit. Lett. 96 (2017)
Sajid Javed, Thierry Bouwmans, Maryam Sultana, Soon Ki Jung
Moving Object Detection on RGB-D Videos Using Graph Regularized Spatiotemporal RPCA. ICIAP Workshops (2017)
Caroline Silva, Thierry Bouwmans, Carl Frélicot
Superpixel-based online wagging one-class ensemble for feature selection in foreground/background separation. Pattern Recognit. Lett. 100 (2017)
Thierry Bouwmans, Andrews Sobral, Sajid Javed, Soon Ki Jung, El-Hadi Zahzah
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. 23 (2017)
Sajid Javed, Thierry Bouwmans, Soon Ki Jung
SBMI-LTD: stationary background model initialization based on low-rank tensor decomposition. SAC (2017)
Sajid Javed, Arif Mahmood, Thierry Bouwmans, Soon Ki Jung
Background-Foreground Modeling Based on Spatiotemporal Sparse Subspace Clustering. IEEE Trans. Image Process. 26 (12) (2017)
Hongxun Yao, Andrea Cavallaro, Thierry Bouwmans, Zhengyou Zhang
Guest Editorial Introduction to the Special Issue on Group and Crowd Behavior Analysis for Intelligent Multicamera Video Surveillance. IEEE Trans. Circuits Syst. Video Technol. 27 (3) (2017)
Namrata Vaswani, Thierry Bouwmans, Sajid Javed, Praneeth Narayanamurthy
Robust PCA and Robust Subspace Tracking. CoRR (2017)
Caroline Silva, Thierry Bouwmans, Carl Frélicot
Online Weighted One-Class Ensemble for feature selection in background/foreground separation. ICPR (2016)
Juan D. Pulgarin-Giraldo, Andrés Marino Álvarez-Meza, David Insuasti-Ceballos, Thierry Bouwmans, Germán Castellanos-Domínguez
GMM Background Modeling Using Divergence-Based Weight Updating. CIARP (2016)
Sajid Javed, Soon Ki Jung, Arif Mahmood, Thierry Bouwmans
Motion-Aware Graph Regularized RPCA for background modeling of complex scenes. ICPR (2016)
Thierry Bouwmans, Caroline Silva, Cristina Marghes, Mohammed Sami Zitouni, Harish Bhaskar, Carl Frélicot
On the Role and the Importance of Features for Background Modeling and Foreground Detection. CoRR (2016)
Wenjuan Gong, Xuena Zhang, Jordi Gonzàlez, Andrews Sobral, Thierry Bouwmans, Changhe Tu, El-hadi Zahzah
Human Pose Estimation from Monocular Images: A Comprehensive Survey. Sensors 16 (12) (2016)
Caroline Silva, Thierry Bouwmans, Carl Frélicot
An eXtended Center-Symmetric Local Binary Pattern for Background Modeling and Subtraction in Videos. VISAPP (1) (2015)
Andrews Sobral, Thierry Bouwmans, El-hadi Zahzah
Comparison of Matrix Completion Algorithms for Background Initialization in Videos. ICIAP Workshops (2015)
Sajid Javed, Seon Ho Oh, Thierry Bouwmans, Soon Ki Jung
Robust background subtraction to global illumination changes via multiple features-based online robust principal components analysis with Markov random field. J. Electronic Imaging 24 (4) (2015)
Sajid Javed, Seon Ho Oh, Andrews Sobral, Thierry Bouwmans, Soon Ki Jung
Background Subtraction via Superpixel-Based Online Matrix Decomposition with Structured Foreground Constraints. ICCV Workshops (2015)
Andrews Sobral, Thierry Bouwmans, El-hadi Zahzah
Double-constrained RPCA based on saliency maps for foreground detection in automated maritime surveillance. AVSS (2015)
Sajid Javed, Andrews Sobral, Thierry Bouwmans, Soon Ki Jung
OR-PCA with dynamic feature selection for robust background subtraction. SAC (2015)
Sajid Javed, Thierry Bouwmans, Soon Ki Jung
Stochastic decomposition into low rank and sparse tensor for robust background subtraction. ICDP (2015)
Sajid Javed, Thierry Bouwmans, Soon Ki Jung
Depth extended online RPCA with spatiotemporal constraints for robust background subtraction. FCV (2015)
Andrews Sobral, Sajid Javed, Soon Ki Jung, Thierry Bouwmans, El-hadi Zahzah
Online Stochastic Tensor Decomposition for Background Subtraction in Multispectral Video Sequences. ICCV Workshops (2015)
Thierry Bouwmans, Andrews Sobral, Sajid Javed, Soon Ki Jung, El-Hadi Zahzah
Decomposition into Low-rank plus Additive Matrices for Background/Foreground Separation: A Review for a Comparative Evaluation with a Large-Scale Dataset. CoRR (2015)
Sajid Javed, Thierry Bouwmans, Soon Ki Jung
Combining ARF and OR-PCA for Robust Background Subtraction of Noisy Videos. ICIAP (2) (2015)
Sajid Javed, Seon Ho Oh, Andrews Sobral, Thierry Bouwmans, Soon Ki Jung
OR-PCA with MRF for Robust Foreground Detection in Highly Dynamic Backgrounds. ACCV (3) (2014)
Thierry Bouwmans, El-Hadi Zahzah
Robust PCA via Principal Component Pursuit: A review for a comparative evaluation in video surveillance. Comput. Vis. Image Underst. 122 (2014)
Thierry Bouwmans
Traditional and recent approaches in background modeling for foreground detection: An overview. Comput. Sci. Rev. (2014)
Thierry Bouwmans, Jordi Gonzàlez, Caifeng Shan, Massimo Piccardi, Larry S. Davis
Special issue on background modeling for foreground detection in real-world dynamic scenes. Mach. Vis. Appl. 25 (5) (2014)
Andrews Sobral, Christopher G. Baker, Thierry Bouwmans, El-hadi Zahzah
Incremental and Multi-feature Tensor Subspace Learning Applied for Background Modeling and Subtraction. ICIAR (1) (2014)
Charles Guyon, Thierry Bouwmans, El-Hadi Zahzah
Moving Object Detection via Robust Low Rank Matrix Decomposition with IRLS Scheme. ISVC (1) (2012)
Charles Guyon, Thierry Bouwmans, El-Hadi Zahzah
Foreground Detection by Robust PCA Solved via a Linearized Alternating Direction Method. ICIAR (1) (2012)
Charles Guyon, Thierry Bouwmans, El-Hadi Zahzah
Moving Object Detection by Robust PCA Solved via a Linearized Symmetric Alternating Direction Method. ISVC (1) (2012)
Diana Farcas, Cristina Marghes, Thierry Bouwmans
Background subtraction via incremental maximum margin criterion: a discriminative subspace approach. Mach. Vis. Appl. 23 (6) (2012)
Charles Guyon, Thierry Bouwmans, El-Hadi Zahzah
Foreground detection based on low-rank and block-sparse matrix decomposition. ICIP (2012)
Charles Guyon, Thierry Bouwmans, El-Hadi Zahzah
Foreground Detection via Robust Low Rank Matrix Decomposition Including Spatio-Temporal Constraint. ACCV Workshops (1) (2012)
Charles Guyon, Thierry Bouwmans, El-Hadi Zahzah
Foreground detection via robust low rank matrix factorization including spatial constraint with Iterative reweighted regression. ICPR (2012)
Cristina Marghes, Thierry Bouwmans
Background Modeling via Incremental Maximum Margin Criterion. ACCV Workshops (2) (2010)
Fida El Baf, Thierry Bouwmans, Bertrand Vachon
Fuzzy statistical modeling of dynamic backgrounds for moving object detection in infrared videos. CVPR Workshops (2009)
Fida El Baf, Thierry Bouwmans, Bertrand Vachon
Fuzzy foreground detection for infrared videos. CVPR Workshops (2008)
Fida El Baf, Thierry Bouwmans, Bertrand Vachon
Foreground Detection Using the Choquet Integral. WIAMIS (2008)

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Publication Activity (10 Years)

Top Topics

Top Venues

Thierry Bouwmans