PhD Thesis
2017 - Feature Extraction and Selection for Background Modeling and Foreground Detection. University of La Rochelle, France,
May 2017 [PDF]
Master's Dissertation
2012- Facial Expression Recognition using Articial Neural Networks. Polytechnic School, Federal University of Bahia, Brazil, December 2012 [PDF]
Journal Papers
2021- Pacheco do Espírito Silva, C. and De Souza, J. M. F. and Vacavant, A. and Bouwmans, T. and Cordolino Sobral, A. “Automated Mathematical Equation Structure Discovery for Visual Analysis. Pattern. ArXiv, 2104.08633, 2021 [PDF] [CODE] (submitted to Machine Learning Research (JMLR))
2018 - Bouwmans, T. and Silva, C. and Marghes, C. and Zitouni, S. and Bhaskar, H. and Frélicot, C. “On the Role and the Importance of Features for Background Modeling and Foreground Detection”. Computer Science Review, 2018 [PDF]
2017- Silva, C. and Bouwmans, T. and Frélicot, C. “Superpixel-based incremental wagging one-class ensemble for feature selection in foreground/background separation”. Pattern Recognition Letters (PRL), 2017 [PDF] [CODE]
International Conferences
2016 - Silva, Caroline; Bouwmans, Thierry; Frélicot, Carl. "Online Weighted One-Class Ensemble for Feature Selection in Background/Foreground Separation". The International Conference on Pattern Recognition (ICPR), Cancun, Mexico (oral presentation), December, 2016. [PDF] [CODE]
2015 - Silva, Caroline; Bouwmans, Thierry; Frélicot, Carl. "An eXtended Center-Symmetric Local Binary Pattern for Background Modeling and Subtraction in Videos". The 10th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISAPP), Berlin, Germany (oral presentation), March, 2015 [PDF] [CODE]
National Conferences
2012 - Silva, Caroline; Schnitman, Leizer ; Oliveira, Luciano. "Detection of Facial Landmarks Using Local-Based Information". The 19th edition of the Brazilian Conference on Automation - CBA 2012, Campina Grande, PB, Brazil (oral presentation), September 3, 2012 [PDF] [CODE]
2010 - Sobral, Andrews; Silva, Caroline; Júnior, Carlos Antônio Vieira Vasconcelos; Oliveira, Fabrício Mota. "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 (poster presentation), August 21, 2010 [PROJECT PAGE] [PDF]
Workshops
2014 - Silva, Caroline; Sobral, Andrews; Tavares Vieira, Raissa. "An automatic facial expression recognition system evaluated with different classifiers". X Workshop de Visão Computacinal (WVC’2014), Uberlândia, Minas Gerais, Brazil, October, 2014 [PDF] [CODE]
2014 - Silva, Caroline; Sobral, Andrews; Tavares Vieira, Raissa. "Facial expression recognition in static images by generalized
procrustes analysis". X Workshop de Visão Computacional (WVC’2014), Uberlândia, Minas Gerais, Brazil, October, 2014 [PDF]