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Andrews Cordolino Sobral

13
Documents

Presentation

Ph.D. on Computer Vision and Machine Learning at University of La Rochelle (L3I/MIA), France. Fields of interest: Computer Vision, Machine Learning and Pattern Recognition.
Ph.D. on Computer Vision and Machine Learning at University of La Rochelle (L3I/MIA), France. Fields of interest: Computer Vision, Machine Learning and Pattern Recognition.

Publications

Image document

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

Andrews Sobral , Thierry Bouwmans , El-Hadi Zahzah
ISBC 2015 Workshop conjunction with AVSS 2015, Aug 2015, Karlsruhe, Germany. pp.1-6, ⟨10.1109/AVSS.2015.7301753⟩
Conference papers hal-01227956v1

OR-PCA with Dynamic Feature Selection for Robust Background Subtraction

Sajid Javed , Andrews Sobral , Thierry Bouwmans , Ki Jung Soon
ACM Symposium On Applied Computing, SAC 2015, Apr 2015, Salamanca, Spain
Conference papers hal-01374214v1
Image document

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

Sajid Javed , Seon Ho Oh , Andrews Sobral , Thierry Bouwmans , Soon Ki Jung
RSL-CV 2015 in conjunction with ICCV 2015, Dec 2015, Santiago du Chili, Chile. ⟨10.1109/ICCVW.2015.123⟩
Conference papers hal-01372997v1
Image document

Online Stochastic Tensor Decomposition for Background Subtraction in Multispectral Video Sequences

Andrews Sobral , Sajid Javed , Soon Ki Jung , Thierry Bouwmans , El-Hadi Zahzah
RSL-CV 2015 in conjunction with ICCV 2015, Dec 2015, Santiago du Chili, Chile. pp.946-953, ⟨10.1109/ICCVW.2015.125⟩
Conference papers hal-01372994v1
Image document

Comparison of Matrix Completion Algorithms for Background Initialization in Videos

Andrews Sobral , Thierry Bouwmans , El-Hadi Zahzah
SBMI 2015 Workshop in conjunction with ICIAP 2015, Sep 2015, Genoa, Italy. pp.510-518, ⟨10.1007/978-3-319-23222-5_62⟩
Conference papers hal-01227959v1
Image document

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

Sajid Javed , Seon Ho Oh , Andrews Sobral , Thierry Bouwmans , Soon Ki Jung
Asian Conference on Computer Vision, ACCV 2014, Nov 2015, Singapore, Singapore. pp.284 - 299, ⟨10.1007/978-3-319-16811-1_19⟩
Conference papers hal-01374213v1
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Incremental and Multi-feature Tensor Subspace Learning Applied for Background Modeling and Subtraction

Andrews Sobral , Christopher G. Baker , Thierry Bouwmans , El-Hadi Zahzah
International Conference on Image Analysis and Recognition, ICIAR 2014, Oct 2014, Vilamoura, Algarve, Portugal. ⟨10.1007/978-3-319-11758-4_11⟩
Conference papers hal-01227954v1

LRSLibrary: Low-Rank and Sparse tools for Background Modeling and Subtraction in Videos

Andrews Sobral , Thierry Bouwmans , El-Hadi Zahzah
CRC Press, Taylor and Francis Group. Handbook on "Robust Low-Rank and Sparse Matrix Decomposition: Applications in Image and Video Processing", , 2016
Book sections hal-01373019v1

BGS Library: A Library Framework for Algorithm’s Evaluation in Foreground/Background Segmentation

Andrews Sobral , Thierry Bouwmans
Handbook on "Background Modeling and Foreground Detection for Video Surveillance", Chapter 23, , 2014, 9781482205374
Book sections hal-01227946v1
Image document

Robust Low-Rank and Sparse Decomposition for Moving Object Detection: from Matrices to Tensors

Andrews Sobral
Computer Vision and Pattern Recognition [cs.CV]. Université de La Rochelle, 2017. English. ⟨NNT : ⟩
Theses tel-01692152v1