OR-PCA with MRF for Robust Foreground Detection in Highly Dynamic Backgrounds. - Sajid Javed; Seon Ho Oh; Andrews Sobral; Thierry Bouwmans; Soon Ki Jung (ACCV (3), 2014)

Incremental and Multi-feature Tensor Subspace Learning Applied for Background Modeling and Subtraction. - Andrews Sobral; Christopher G. Baker; Thierry Bouwmans; El-hadi Zahzah (ICIAR (1), 2014)

A comprehensive review of background subtraction algorithms evaluated with synthetic and real videos. - Andrews Sobral; Antoine Vacavant (Comput. Vis. Image Underst., 2014)

Double-constrained RPCA based on saliency maps for foreground detection in automated maritime surveillance. - Andrews Sobral; Thierry Bouwmans; El-hadi Zahzah (AVSS, 2015)

Background Subtraction via Superpixel-Based Online Matrix Decomposition with Structured Foreground Constraints. - Sajid Javed; Seon Ho Oh; Andrews Sobral; Thierry Bouwmans; Soon Ki Jung (ICCV Workshops, 2015)

Online Stochastic Tensor Decomposition for Background Subtraction in Multispectral Video Sequences. - Andrews Sobral; Sajid Javed; Soon Ki Jung; Thierry Bouwmans; El-hadi Zahzah (ICCV Workshops, 2015)

Comparison of Matrix Completion Algorithms for Background Initialization in Videos. - Andrews Sobral; Thierry Bouwmans; El-hadi Zahzah (ICIAP Workshops, 2015)

OR-PCA with dynamic feature selection for robust background subtraction. - Sajid Javed; Andrews Sobral; Thierry Bouwmans; Soon Ki Jung (SAC, 2015)

Human Pose Estimation from Monocular Images: A Comprehensive Survey. - Wenjuan Gong; Xuena Zhang; Jordi Gonzàlez 001; Andrews Sobral; Thierry Bouwmans; Changhe Tu; El-hadi Zahzah (Sensors, 2016)

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; Soon Ki Jung; El-Hadi Zahzah (Comput. Sci. Rev., 2017)

Matrix and tensor completion algorithms for background model initialization: A comparative evaluation. - Andrews Sobral; El-hadi Zahzah (Pattern Recognit. Lett., 2017)

Robust Low-Rank and Sparse Decomposition for Moving Object Detection: from Matrices to Tensors. (Détection d'objets mobiles dans des vidéos par décomposition en rang faible et parcimonieuse: de matrices à tenseurs). - Andrews Sobral (2017)

Automated Mathematical Equation Structure Discovery for Visual Analysis. - Caroline Pacheco do Espírito Silva; José A. M. Felippe De Souza; Antoine Vacavant; Thierry Bouwmans; Andrews Cordolino Sobral (CoRR, 2021)

Discovering Local Binary Pattern Equation for Foreground Object Removal in Videos. - Caroline Pacheco do Espírito Silva; Andrews Cordolino Sobral; Antoine Vacavant; Thierry Bouwmans; José A. M. Felippe De Souza (CoRR, 2023)