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  1. Moving objects detection with a moving camera: A comprehensive review

    Article • Computer Science Review, November 2020, Elsevier

    Thierry BOUWMANS

  2. Dynamic Background Subtraction Using Least Square Adversarial Learning

    Article • October 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Thierry BOUWMANS

  3. Dual Information-Based Background Model For Moving Object Detection

    Article • October 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Thierry BOUWMANS

  4. Semi-Supervised Background Subtraction Of Unseen Videos: Minimization Of The Total Variation Of Graph Signals

    Article • October 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Thierry BOUWMANS

  5. Background subtraction in real applications: Challenges, current models and future directions

    Article • Computer Science Review, February 2020, Elsevier

    Thierry BOUWMANS

  6. A Deep Detector Classifier (DeepDC) for moving objects segmentation and classification in video surveillance

    Article • IET Image Processing, January 2020, the Institution of Engineering and Technology (the IET)

    SIRINE AMMAR, Thierry BOUWMANS, Nizar Zaghden

  7. Deep neural network concepts for background subtraction:A systematic review and comparative evaluation

    Article • Neural Networks, September 2019, Elsevier

    Thierry BOUWMANS

  8. Moving Object Detection in Complex Scene Using Spatiotemporal Structured-Sparse RPCA

    Article • IEEE Transactions on Image Processing, February 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Thierry BOUWMANS

  9. On the Applications of Robust PCA in Image and Video Processing

    Article • Proceedings of the IEEE, August 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Thierry BOUWMANS

  10. Rethinking PCA for Modern Data Sets: Theory, Algorithms, and Applications [Scanning the Issue]

    Article • Proceedings of the IEEE, August 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Thierry BOUWMANS

  11. Robust Subspace Learning: Robust PCA, Robust Subspace Tracking, and Robust Subspace Recovery

    Article • IEEE Signal Processing Magazine, July 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Thierry BOUWMANS

  12. Robust PCA and Robust Subspace Tracking: A Comparative Evaluation

    Article • June 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Thierry BOUWMANS

  13. Spatiotemporal Low-Rank Modeling for Complex Scene Background Initialization

    Article • IEEE Transactions on Circuits and Systems for Video Technology, June 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Thierry BOUWMANS

  14. New trends on moving object detection in video images captured by a moving camera: A survey

    Article • Computer Science Review, May 2018, Elsevier

    Thierry BOUWMANS

  15. On the role and the importance of features for background modeling and foreground detection

    Article • Computer Science Review, May 2018, Elsevier

    Thierry BOUWMANS

  16. Background–Foreground Modeling Based on Spatiotemporal Sparse Subspace Clustering

    Article • IEEE Transactions on Image Processing, December 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Thierry BOUWMANS

  17. Superpixel-based online wagging one-class ensemble for feature selection in foreground/background separation

    Article • Pattern Recognition Letters, December 2017, Elsevier

    Thierry BOUWMANS

  18. Multi-feature fusion based background subtraction for video sequences with strong background changes

    Article • September 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Thierry BOUWMANS

  19. Scene background initialization: A taxonomy

    Article • Pattern Recognition Letters, September 2017, Elsevier

    Thierry BOUWMANS

  20. Decomposition into low-rank plus additive matrices for background/foreground separation: A review for a comparative evaluation with a large-scale dataset

    Article • Computer Science Review, February 2017, Elsevier

    Thierry BOUWMANS

  21. GMM Background Modeling Using Divergence-Based Weight Updating

    Article • January 2017, Springer Science + Business Media

    Thierry BOUWMANS

  22. SBMI-LTD

    Article • January 2017, ACM (Association for Computing Machinery)

    Thierry BOUWMANS

  23. Improving OR-PCA via smoothed spatially-consistent low-rank modeling for background subtraction

    Article • January 2017, ACM (Association for Computing Machinery)

    Thierry BOUWMANS

  24. Moving Object Detection on RGB-D Videos Using Graph Regularized Spatiotemporal RPCA

    Article • January 2017, Springer Science + Business Media

    Thierry BOUWMANS

  25. Motion-Aware Graph Regularized RPCA for background modeling of complex scenes

    Article • December 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Thierry BOUWMANS

  26. Online Weighted One-Class Ensemble for feature selection in background/foreground separation

    Article • December 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Thierry BOUWMANS

  27. Human Pose Estimation from Monocular Images: A Comprehensive Survey

    Article • Sensors, November 2016, MDPI AG

    Thierry BOUWMANS

  28. Online Stochastic Tensor Decomposition for Background Subtraction in Multispectral Video Sequences

    Article • December 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Thierry BOUWMANS

  29. Background Subtraction via Superpixel-Based Online Matrix Decomposition with Structured Foreground Constraints

    Article • December 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Thierry BOUWMANS

  30. Robust background subtraction to global illumination changes via multiple features-based online robust principal components analysis with Markov random field

    Article • Journal of Electronic Imaging, August 2015, SPIE

    Thierry BOUWMANS

  31. Double-constrained RPCA based on saliency maps for foreground detection in automated maritime surveillance

    Article • August 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Thierry BOUWMANS

  32. OR-PCA with dynamic feature selection for robust background subtraction

    Article • April 2015, ACM (Association for Computing Machinery)

    Thierry BOUWMANS, Soon Ki Jung

  33. Depth extended online RPCA with spatiotemporal constraints for robust background subtraction

    Article • January 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Thierry BOUWMANS

  34. An eXtended Center-Symmetric Local Binary Pattern for Background Modeling and Subtraction in Videos

    Article • January 2015, Scitepress

    Thierry BOUWMANS

  35. Combining ARF and OR-PCA for Robust Background Subtraction of Noisy Videos

    Article • January 2015, Springer Science + Business Media

    Thierry BOUWMANS

  36. Comparison of Matrix Completion Algorithms for Background Initialization in Videos

    Article • January 2015, Springer Science + Business Media

    Thierry BOUWMANS

  37. OR-PCA with MRF for Robust Foreground Detection in Highly Dynamic Backgrounds

    Article • January 2015, Springer Science + Business Media

    Thierry BOUWMANS

  38. Stochastic Decomposition into Low Rank and Sparse Tensor for Robust Background Subtraction

    Article • January 2015, the Institution of Engineering and Technology (the IET)

    Thierry BOUWMANS

  39. Robust PCA via Principal Component Pursuit: A review for a comparative evaluation in video surveillance

    Article • Computer Vision and Image Understanding, May 2014, Elsevier

    Thierry BOUWMANS

  40. Traditional and recent approaches in background modeling for foreground detection: An overview

    Article • Computer Science Review, May 2014, Elsevier

    Thierry BOUWMANS

  41. Incremental and Multi-feature Tensor Subspace Learning Applied for Background Modeling and Subtraction

    Article • January 2014, Springer Science + Business Media

    Thierry BOUWMANS

  42. Foreground Detection via Robust Low Rank Matrix Decomposition Including Spatio-Temporal Constraint

    Article • January 2013, Springer Science + Business Media

    Thierry BOUWMANS

  43. Foreground detection based on low-rank and block-sparse matrix decomposition

    Article • September 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Thierry BOUWMANS

  44. Background subtraction via incremental maximum margin criterion: a discriminative subspace approach

    Article • Machine Vision and Applications, March 2012, Springer Science + Business Media

    Thierry BOUWMANS

  45. A Fuzzy Background Modeling Approach for Motion Detection in Dynamic Backgrounds

    Article • January 2012, Springer Science + Business Media

    Thierry BOUWMANS

  46. Foreground Detection by Robust PCA Solved via a Linearized Alternating Direction Method

    Article • January 2012, Springer Science + Business Media

    Thierry BOUWMANS

  47. Moving Object Detection by Robust PCA Solved via a Linearized Symmetric Alternating Direction Method

    Article • January 2012, Springer Science + Business Media

    Thierry BOUWMANS

  48. Moving Object Detection via Robust Low Rank Matrix Decomposition with IRLS Scheme

    Article • January 2012, Springer Science + Business Media

    Thierry BOUWMANS

  49. Recent Advanced Statistical Background Modeling for Foreground Detection - A Systematic Survey

    Article • Recent Patents on Computer Science, September 2011, Bentham Science Publishers

    Thierry BOUWMANS

  50. Background Modeling via Incremental Maximum Margin Criterion

    Article • January 2011, Springer Science + Business Media

    Thierry BOUWMANS

  51. Subspace Learning for Background Modeling: A Survey

    Article • Recent Patents on Computer Science, November 2009, Bentham Science Publishers

    Thierry BOUWMANS

  52. Fuzzy statistical modeling of dynamic backgrounds for moving object detection in infrared videos

    Article • June 2009, Institute of Electrical & Electronics Engineers (IEEE)

    Thierry BOUWMANS

  53. Background Modeling using Mixture of Gaussians for Foreground Detection - A Survey

    Article • Recent Patents on Computer Science, November 2008, Bentham Science Publishers

    Thierry BOUWMANS

  54. Fuzzy foreground detection for infrared videos

    Article • June 2008, Institute of Electrical & Electronics Engineers (IEEE)

    Thierry BOUWMANS

  55. Fuzzy integral for moving object detection

    Article • June 2008, Institute of Electrical & Electronics Engineers (IEEE)

    Thierry BOUWMANS

  56. A fuzzy approach for background subtraction

    Article • January 2008, Institute of Electrical & Electronics Engineers (IEEE)

    Thierry BOUWMANS

  57. Foreground Detection Using the Choquet Integral

    Article • January 2008, Institute of Electrical & Electronics Engineers (IEEE)

    Thierry BOUWMANS

  58. Type-2 Fuzzy Mixture of Gaussians Model: Application to Background Modeling

    Article • January 2008, Springer Science + Business Media

    Thierry BOUWMANS

  59. Comparison of Background Subtraction Methods for a Multimedia Application

    Article • June 2007, Institute of Electrical & Electronics Engineers (IEEE)

    Thierry BOUWMANS

  60. Alive Fishes Species Characterization from Video Sequences

    Article • January 2002, Springer Science + Business Media

    Thierry BOUWMANS