Presentations

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.

Invited Talk for Conferences



1. International Conference

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

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.

Invited Talk for Tutorials

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.

International Conferences


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.