Andrews Cordolino Sobral

Présentation

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

Article dans une revue (3)

Decomposition into Low-rank plus Additive Matrices for Background/Foreground Separation: A Review for a Comparative Evaluation with a Large-Scale Dataset Thierry Bouwmans,Andrews Sobral,Sajid Javed,Ki Jung Soon,El-Hadi Zahzah Computer Science Review, 2017, 23, pp.1-71. ⟨10.1016/j.cosrev.2016.11.001⟩ Article dans une revue hal-01522823v1
Matrix and tensor completion algorithms for background model initialization: A comparative evaluation Andrews Sobral,El-Hadi Zahzah Pattern Recognition Letters, 2017, 96, pp.22-33. ⟨10.1016/j.patrec.2016.12.019⟩ Article dans une revue hal-02906920v1
Human Pose Estimation from Monocular Images: A Comprehensive Survey Wenjuan Gong,Xuena Zhang,Jordi Gonzàlez,Andrews Sobral,Thierry Bouwmanset al. Sensors, 2016, 16 (12), ⟨10.3390/s16121966⟩ Article dans une revue hal-01522839v1

Communication dans un congrès (7)

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⟩ Communication dans un congrès hal-01374213v1
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⟩ Communication dans un congrès hal-01227959v1
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⟩ Communication dans un congrès hal-01372994v1
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⟩ Communication dans un congrès hal-01372997v1
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 Communication dans un congrès hal-01374214v1
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⟩ Communication dans un congrès hal-01227956v1
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⟩ Communication dans un congrès hal-01227954v1

Chapitre d'ouvrage (2)

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 Chapitre d'ouvrage 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 Chapitre d'ouvrage hal-01227946v1

Thèse (1)

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 : ⟩ Thèse tel-01692152v1