This page lists all the conference papers with an oral presentation and the corresponding slides. The name of the presenter is indicated in bold.
Note: My publications are available on Academia, Research Gate, Researchr, ORCID and Publication List. My presentations are available on PowerShow, SlideWorld and SlideShare.
A) Invited Talk for Seminar (2)
W. Prummel, A. Zakharova, T. Bouwmans, "Moving Object Segmentation for Videos: A Graph Neural Network Approach", University of Salerno, Salerno, Italy, June 2023.
W. Prummel, A. Zakharova, T. Bouwmans,, "Moving Object Segmentation for Videos: A Graph Neural Network Approach", University of Parthenope, Naples, Italy, June 2023.
B) Invited Talk for Congress (1)
J. Giraldo, T. Bouwmans, “The Emerging Field of Graph Signal Processing: Overview and Application to Computer Vision and Machine Learning”, Innovation, Technology and Engineering Congress, ITEC 2020, Bolivia, September 2020.
C) Invited Talk for Conferences (2)
1. International Conference (1)
T. Bouwmans, "Robust Low-rank and Sparse Decomposition for Background/Foreground Separation: From Matrices to Tensors”, IEEE International Conference on Intelligent Systems and Computer Vision, ISCV 2018, Fez, Morroco, April 2018.
2. International Workshop (1)
T. Bouwmans, “Background Modeling and Foreground Detection for Video Surveillance: Recent Advances and Future Directions”, International Workshop on Background Models Challenge, ACCV 2012, Daejon, Korea, November 2012.
D) Invited Talk for Tutorials (2)
1. International Summer School
B. Laugraud, T. Bouwmans "Challenges and benchmarks: Evaluation of Background Subtraction Algorithms", IAPR on Machine and Vision Intelligence, VISMAC 2018, Vico Equense, Italy, 2018.
2. International Conference
B. Laugraud, T. Bouwmans, "Tutorial on Evaluation of Background Subtraction Algorithms", IEEE International Conference on Intelligent Systems and Computer Vision, ISCV 2018, Fez, Morroco, April 2018.
D) International Conferences (42)
2023
W. Prummel, J. Giraldo, A. Zakharova, T. Bouwmans, "Inductive Graph Neural Networks for Moving Object Segmentation", IEEE International Conference on Image Processing, ICIP 2023, Kuala Lumpur, Malaysia, October 2023. [Project page] [Presentation][pdf][Cited by]
2022
M. Panda, B. Subudhi, T. Bouwmans, V. Jakhetiya, T. Veerakumar, “An End to End Encoder-Decoder Network with Multi-scale Feature Pulling for Detecting Local Changes From Video Scene”, IEEE International Conference on Advanced Video and Signal-Based Surveillance , AVSS 2022, Madrid, Spain, November 2022
2021
J. Giraldo, S. Javed, T. Bouwmans, "Graph Moving Object Segmentation", DAGM German Conference on Pattern Recognition, Nectar Track, September 2021.
M. Sultana, T. Bouwmans, J. Giraldo, S. Jung, "Robust Foreground Segmentation in RGBD Data From Complex Scenes using Adversarial Networks", International Workshop on Frontiers of Computer Vision, IW-FCV 2021, Daegu, South Korea, February 2021.
J. Giraldo, S. Javed, M. Sultana, S. Jung, T. Bouwmans, "The Emerging Field of Graph Signal Processing for Moving Object Segmentation", International Workshop on Frontiers of Computer Vision, IW-FCV 2021, Daegu, South Korea, February 2021.
J. Giraldo, T. Bouwmans, "GraphBGS: Background Subtraction via Recovery of Graph Signals", International Conference on Pattern Recognition, ICPR 2020, Milan, Italy, January 2021.
2020
S. Ammar, T. Bouwmans, N. Zaghden, M. Neji, “Towards an Effective Approach for Face Recognition with DCGANs Data Augmentation”, International Symposium on Visual Computing, ISVC 2020, San Diego, USA, October 2020 .
J. Giraldo, T. Bouwmans, "Semi-Supervised Background Subtraction of Unseen Videos: Minimization of The Total Variation of Graph Signals", IEEE International Conference on Image Processing, ICIP 2020, Abu Dhabi, UAE, October 2020.
S. Roy, T. Bouwmans, "Dual Information-Based Background Model For Moving Object Detection", IEEE International Conference on Image Processing, ICIP 2020, Abu Dhabi, UAE, October 2020.
M. Sultana, A. Mahmood, T. Bouwmans, S. Jung, "Dynamic Background Subtraction Using Least Square Adversarial Learning", IEEE International Conference on Image Processing, ICIP 2020, Abu Dhabi, UAE, October 2020.
M. Sultana, A. Mahmood, T. Bouwmans, S. Jung, "Unsupervised Adversarial Learning for Dynamic Background Modeling", International Workshop on Frontiers of Computer Vision, IW-FCV 2020, Ibusuki, Japan, February 2020.
2019
M. Sultana, A. Mahmood, T. Bouwmans, S. Jung, "Complete Moving Object Detection in the Context of Robust Subspace Learning", Third Workshop on Robust Subspace Learning and Computer Vision, ICCV 2019, Seoul, South Korea, October 2019.
S. Ammar, T. Bouwmans, N. Zaghden, M. Neji, "Moving Objects Segmentation Based on DeepSphere in Video Surveillance", International Symposium on Visual Computing, ISVC 2019, Tahoe City, USA, October 2019.
2018
N. Vaswani, T. Bouwmans, S. Javed, P. Narayanamurthy, “Robust PCA and Robust Subspace Tracking: A Comparative Evaluation”, IEEE Statistical Signal Processing Workshop, SSP 2018, Freiburg, Germany, June 2018.
2017
S. Javed, A. Mahmood, T. Bouwmans, S. Jung, "Superpixels based Manifold Structured Sparse RPCA for Moving Object Detection", International Workshop on Activity Monitoring by Multiple Distributed Sensing, BMVC 2017, London, UK, September 2017.
S. Javed, T. Bouwmans, M. Sultana, S. Jung, "Moving Object Detection on RGB-D Videos using Graph Regularized Spatiotemporal RPCA", International Workshop on Background learning for detection and tracking from RGBD videos, ICIAP 2017, Catani, Italy, September 2017.
Z. Huang, R. Hu, T. Bouwmans, S. Chen, "Multi-Feature Fusion based Background Subtraction for Video Sequences with Strong Background Changes", IEEE International Conference on Image Processing, ICIP 2017, Beijing, China, September 2017.
S. Javed, T. Bouwmans, S. Jung, “Improving OR-PCA via Smoothed Spatially-Consistent Low-rank Modeling for Background Subtraction”, ACM Symposium on Applied Computing, SAC 2017, 2017.
S. Javed, T. Bouwmans, S. Jung, “SBMI-LTD: Stationary Background Model Initialization based on Low-rank Tensor Decomposition”, ACM Symposium on Applied Computing, SAC 2017, 2017.
2016
S. Javed, A. Mahmood, T. Bouwmans, S. Jung, "Motion-Aware Graph Regularized RPCA for Background Modeling of Complex Scenes", Scene Background Modeling Contest, International Conference on Pattern Recognition, ICPR 2016, December 2016.
C. Silva, T. Bouwmans, C. Frelicot, "Online Weighted One-Class Ensemble for Feature Selection in Background/Foreground Separation", International Conference on Pattern Recognition, ICPR 2016, December 2016.
J. Pulgarin-Giraldo, A. Alvarez-Meza, D. Insuasti-Ceballos, T. Bouwmans, G. Castellanos-Dominguez, "GMM Background Modeling using Divergence-based Weight Updating", Conference Ibero-american Congress on Pattern Recognition, CIARP 2016, Lima, Peru, November 2016.
2015
S. Javed, S. Oh, A. Sobral, T. Bouwmans, S. Jung, "Background Subtraction via Superpixel-based Online Matrix Decomposition with Structured Foreground Constraints", Workshop on Robust Subspace Learning and Computer Vision, ICCV 2015, Santiago, Chile, December 2015.
S. Javed, T. Bouwmans, S. Jung, “Combining ARF and OR-PCA Background Subtraction of Noisy Videos”, International Conference in Image Analysis and Applications, ICIAP 2015, Genova, Italy, September 2015.
S. Javed, T. Bouwmans, S. Jung, “Stochastic Decomposition into Low Rank and Sparse Tensor for Robust Background Subtraction”, ICDP 2015, July 2015.
A. Sobral, S. Javed, S. Jung, T. Bouwmans, E. Zahzah, "Online Stochastic Tensor Decomposition for Background Subtraction in Multispectral Video Sequences ", Workshop on Robust Subspace Learning and Computer Vision, ICCV 2015, pages 946-953, Santiago, Chile, December 2015.
A. Sobral, T. Bouwmans, E. Zahzah, "Comparison of Matrix Completion Algorithms for Background Initialization in Videos”, SBMI 2015 Workshop in conjunction with ICIAP 2015, Genova, Italy, September 2015.
A. Sobral, T. Bouwmans, E. Zahzah, “Double-constrained RPCA based on Saliency Maps for Foreground Detection in Automated Maritime Surveillance”, ISBC 2015 Workshop conjunction with AVSS 2015, pages 1-6, Karlsruhe, Germany, 2015.
C. Silva, T. Bouwmans, C. Frelicot, "An eXtended Center-Symmetric Local Binary Pattern for Background Modeling and Subtraction in Videos", VISAPP 2015, Berlin, Germany, March 2015.
2014
A. Sobral, C. Baker, T. Bouwmans, E. Zahzah, “Incremental and Multi-feature Tensor Subspace Learning applied for Background Modeling and Subtraction”, International Conference on Image Analysis and Recognition, ICIAR 2014, October 2014.
2012
C. Guyon, T. Bouwmans. E. Zahzah, “Foreground Detection via Robust Low Rank Matrix Decomposition including Spatio-Temporal Constraint”, International Workshop on Background Model Challenges, ACCV 2012, Daejon, Korea, November 2012.
C. Guyon, T. Bouwmans. E. Zahzah, “Foreground Detection via Robust Low Rank Matrix Factorization including Spatial Constraint with Iterative Reweighted Regression”, International Conference on Pattern Recognition, ICPR 2012, Tsukuba, Japan, November 2012.
C. Guyon, T. Bouwmans. E. Zahzah, “Moving Object Detection via Robust Low Rank Matrix Decomposition with IRLS scheme”, International Symposium on Visual Computing, ISVC 2012,pages 665–674, Rethymnon, Crete, Greece, July 2012.
C. Guyon, T. Bouwmans, E. Zahzah, “Moving Object Detection by Robust PCA solved via a Linearized Symmetric Alternating Direction Method”, International Symposium on Visual Computing, ISVC 2012, pages 427-436, Rethymnon, Crete, Greece, July 2012
C. Guyon, T. Bouwmans, E. Zahzah, "Foreground Detection based on Low-rank and Block-sparse Matrix Decomposition", IEEE International Conference on Image Processing, ICIP 2012, Orlando, Florida, September 2012.
Z. Zhao, T. Bouwmans, X. Zhang, Y. Fang, “A Fuzzy Background Modeling Approach for Motion Detection in Dynamic Backgrounds”, International Conference on Multimedia and Signal Processing, Shanghai, China, December 2012.
2010
C. Marghes, T. Bouwmans, "Background Modeling via Incremental Maximum Margin Criterion", International Workshop on Subspace Methods, ACCV 2010 Workshop Subspace 2010, Queenstown, New Zealand, November 2010.
D. Farcas, T. Bouwmans, "Background Modeling via a Supervised Subspace Learning", International Conference on Image, Video Processing and Computer Vision, IVPCV 2010, pages 1-7, Orlando, USA , July 2010.
2009
F. El Baf, T. Bouwmans, B. Vachon, “Fuzzy Statistical Modeling of Dynamic Backgrounds for Moving Object Detection in Infrared Videos”, OTCBVS 2009, pages 60-65, Miami, Florida, June 2009.
2008
F. El Baf, T. Bouwmans, B. Vachon, “Type-2 Fuzzy Mixture of Gaussians Model: Application to Background Modeling”, International Symposium on Visual Computing, ISVC 2008, pages 772-781, Las Vegas, USA, December 2008.
F. El Baf, T. Bouwmans, B. Vachon, “A Fuzzy Approach for Background Subtraction”, IEEE International Conference on Image Processing, ICIP 2008, pages 2648-2651, San Diego, California, U.S.A, October 2008.
F. El Baf, T. Bouwmans, B. Vachon, “Fuzzy Integral for Moving Object Detection”, IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2008, pages 1729-1736, Hong-Kong, China, June 2008.
2007
F. El Baf, T. Bouwmans, B. Vachon, ”Comparison of Background Subtraction Methods for a Multimedia Application”, International Conference on systems, Signals and Image Processing, IWSSIP 2007, pages 385-388, Maribor, Slovenia, June 2007.
2006
D. Penciuc, F. El Baf, T. Bouwmans, “Comparison of Background Subtraction Methods for an Interactive Learning Space”, NETTIES 2006, Timisoara, Romania, September 2006.