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Thierry Bouwmans
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Publications
- 2022
- [j33]Maryam Sultana, Arif Mahmood, Thierry Bouwmans, Muhammad Haris Khan, Soon Ki Jung:
Moving objects segmentation using generative adversarial modeling. Neurocomputing 506: 240-251 (2022) - 2021
- [c49]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: 3-16 - [c48]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: 31-45 - [c47]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: 181-188 - 2020
- [c44]Maryam Sultana, Arif Mahmood, Thierry Bouwmans, Soon Ki Jung:
Unsupervised Adversarial Learning for Dynamic Background Modeling. IW-FCV 2020: 248-261 - [c43]Maryam Sultana, Arif Mahmood, Thierry Bouwmans, Soon Ki Jung:
Dynamic Background Subtraction Using Least Square Adversarial Learning. ICIP 2020: 3204-3208 - 2019
- [j24]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: 8-66 (2019) - [j23]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): 1007-1022 (2019) - [c37]Maryam Sultana, Arif Mahmood, Thierry Bouwmans, Soon Ki Jung:
Complete Moving Object Detection in the Context of Robust Subspace Learning. ICCV Workshops 2019: 661-668 - 2018
- [j15]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): 1315-1329 (2018) - [i4]Thierry Bouwmans, Sajid Javed, Maryam Sultana, Soon Ki Jung:
Deep Neural Network Concepts for Background Subtraction: A Systematic Review and Comparative Evaluation. CoRR abs/1811.05255 (2018) - 2017
- [j14]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: 1-71 (2017) - [j9]Sajid Javed, Arif Mahmood, Thierry Bouwmans, Soon Ki Jung:
Background-Foreground Modeling Based on Spatiotemporal Sparse Subspace Clustering. IEEE Trans. Image Process. 26(12): 5840-5854 (2017) - [c33]Sajid Javed, Thierry Bouwmans, Maryam Sultana, Soon Ki Jung:
Moving Object Detection on RGB-D Videos Using Graph Regularized Spatiotemporal RPCA. ICIAP Workshops 2017: 230-241 - [c31]Sajid Javed, Thierry Bouwmans, Soon Ki Jung:
Improving OR-PCA via smoothed spatially-consistent low-rank modeling for background subtraction. SAC 2017: 89-94 - [c30]Sajid Javed, Thierry Bouwmans, Soon Ki Jung:
SBMI-LTD: stationary background model initialization based on low-rank tensor decomposition. SAC 2017: 195-200 - 2016
- [c28]Sajid Javed, Soon Ki Jung, Arif Mahmood, Thierry Bouwmans:
Motion-Aware Graph Regularized RPCA for background modeling of complex scenes. ICPR 2016: 120-125 - 2015
- [j7]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): 043011 (2015) - [c25]Sajid Javed, Thierry Bouwmans, Soon Ki Jung:
Depth extended online RPCA with spatiotemporal constraints for robust background subtraction. FCV 2015: 1-6 - [c24]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: 930-938 - [c23]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: 946-953 - [c22]Sajid Javed, Thierry Bouwmans, Soon Ki Jung:
Stochastic decomposition into low rank and sparse tensor for robust background subtraction. ICDP 2015: 1-6 - [c21]Sajid Javed, Thierry Bouwmans, Soon Ki Jung:
Combining ARF and OR-PCA for Robust Background Subtraction of Noisy Videos. ICIAP (2) 2015: 340-351 - [c19]Sajid Javed, Andrews Sobral, Thierry Bouwmans, Soon Ki Jung:
OR-PCA with dynamic feature selection for robust background subtraction. SAC 2015: 86-91 - [i1]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 abs/1511.01245 (2015) - 2014
- [c17]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: 284-299
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