Publications | Andrews Cordolino Sobral

Book(s)

2015 - Sobral, Andrews. "Classificação do estado do trânsito baseada em contexto global". Novas Edições Acadêmicas, 2015. (Web) (PDF) (Project)

Chapter(s)

2015 - Sobral, Andrews; Bouwmans, Thierry; Zahzah, El-hadi. "LRSLibrary: Low-Rank and Sparse tools for Background Modeling and Subtraction in Videos". Chapter on the handbook "Robust Low-Rank and Sparse Matrix Decomposition: Applications in Image and Video Processing", CRC Press, Taylor and Francis Group, 2015. (PDF) (Web) (Project) (E-book)

2014 - Sobral, Andrews; Bouwmans, Thierry. "BGS Library: A Library Framework for Algorithm’s Evaluation in Foreground/Background Segmentation". Chapter on the handbook "Background Modeling and Foreground Detection for Video Surveillance", CRC Press, Taylor and Francis Group, 2014. (PDF) (Web) (Project) (E-book)

Journal(s)

2017 - Sobral, Andrews; Gong, Wenjuan; Gonzalez, Jordi; Bouwmans, Thierry; Zahzah, El-hadi. "Robust Subspace Clustering of Human Activities from 3D Skeletal Data". Status: In Revision.

2016 - Sobral, Andrews; Zahzah, El-hadi. "Matrix and Tensor Completion Algorithms for Background Model Initialization: A Comparative Evaluation". Special Issue on Scene Background Modeling and Initialization (SBMI), Pattern Recognition Letters (PRL). (DOI) (PDF)

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

2016 - Bouwmans, Thierry; Sobral, Andrews; Javed, Sajid; Ki Jung, Soon; Zahzah, El-Hadi. "Decomposition into Low-rank plus Additive Matrices for Background/Foreground Separation: A Review for a Comparative Evaluation with a Large-Scale Dataset", Computer Science Review. (DOI) (ArXiv)

2014 - Sobral, Andrews; Vacavant, Antoine. "A comprehensive review of background subtraction algorithms evaluated with synthetic and real videos". Special Issue on Background Models Challenge (BMC), Computer Vision and Image Understanding (CVIU). (DOI) (PDF)

International Conference(s) and Workshop(s)

2015 - Sobral, Andrews; Javed, Sajid; Ki Jung, Soon; Bouwmans, Thierry; Zahzah, El-hadi. "Online Stochastic Tensor Decomposition for Background Subtraction in Multispectral Video Sequences". ICCV Workshop on Robust Subspace Learning and Computer Vision (RSL-CV), Santiago, Chile, December 2015. (DOI) (PDF) (Slides) (Matlab)

2015 - Javed, Sajid; Ho Oh, Seon; Sobral, Andrews; Bouwmans, Thierry; Ki Jung, Soon. "Background Subtraction via Superpixel-based Online Matrix Decomposition with Structured Foreground Constraints". ICCV Workshop on Robust Subspace Learning and Computer Vision (RSL-CV), Santiago, Chile, December 2015. (DOI) (PDF) (Matlab)

2015 - Sobral, Andrews; Bouwmans, Thierry; Zahzah, El-hadi. "Comparison of Matrix Completion Algorithms for Background Initialization in Videos". Scene Background Modeling and Initialization (SBMI), Workshop in conjunction with ICIAP 2015, Genova, Italy, September 2015. (DOI) (PDF) (Web) (Slides) (Matlab)

2015 - Sobral, Andrews; Bouwmans, Thierry; Zahzah, El-hadi. "Double-constrained RPCA based on Saliency Maps for Foreground Detection in Automated Maritime Surveillance". Identification and Surveillance for Border Control (ISBC), International Workshop in conjunction with AVSS 2015, Karlsruhe, Germany, August 2015. (DOI) (PDF) (Web) (Slides) (Matlab)

2015 - Javed, Sajid; Sobral, Andrews; Bouwmans, Thierry; Ki Jung, Soon. "OR-PCA with Dynamic Feature Selection for Robust Background Subtraction". In Proceedings of the 30th ACM/SIGAPP Symposium on Applied Computing (ACM-SAC), Salamanca, Spain, 2015. (DOI) (PDF)

2014 - Javed, Sajid; Ho Oh, Seon; Sobral, Andrews; Bouwmans, Thierry; Ki Jung, Soon. "OR-PCA with MRF for Robust Foreground Detection in Highly Dynamic Backgrounds". In the 12th Asian Conference on Computer Vision (ACCV 2014), Singapore, November 2014. (DOI) (PDF) (Project)

2014 - Sobral, Andrews; Baker, Christopher G.; Bouwmans, Thierry; Zahzah, El-hadi. "Incremental and Multi-feature Tensor Subspace Learning applied for Background Modeling and Subtraction". International Conference on Image Analysis and Recognition (ICIAR'2014), Vilamoura, Algarve, Portugal, October 2014. (DOI) (PDF) (Web) (Slides) (Matlab)

2013 - Sobral, Andrews; Oliveira, Luciano; Schnitman, Leizer; Souza, Felippe De. "Highway Traffic Congestion Classification using Holistic Properties". (Best Paper Award) In 10th IASTED International Conference on Signal Processing, Pattern Recognition and Applications (SPPRA'13), Innsbruck, Austria, February 2013. (DOI) (PDF) (Slides) (Project) (Thesis in pt-br)

National Conference(s) and Workshop(s)

2014 - Silva, Caroline; Sobral, Andrews; Vieira, Raissa Tavares. "An automatic facial expression recognition system evaluated with different classifiers". X Workshop de Visão Computacional (WVC’2014), Uberlândia, Minas Gerais, Brazil, October, 2014. (PDF)

2014 - Silva, Caroline; Sobral, Andrews; Vieira, Raissa Tavares. "Facial expression recognition in static images by generalized procrustes analysis". X Workshop de Visão Computacional (WVC’2014), Uberlândia, Minas Gerais, Brazil, October, 2014. (PDF)

2013 - Sobral, Andrews. "BGSLibrary: A Background Subtraction Library". IX Workshop de Visão Computacional (WVC’2013), Rio de Janeiro, Brazil, June 6, 2013. (PDF) (Project)

2010 - Sobral, Andrews; Silva, Caroline; Júnior, Carlos A.V.V.; Oliveira, Fabrício M. "RAVE: A robot platform for research and development in mobile robotics using r/c car". CONEM 2010 - VI National Congress of Mechanical Engineering, Campina Grande, PB, Brazil, August 21, 2010. (PDF) (Project) (Resources)