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Volume 96, Pages 1-112, 1 September 2017

Pattern Recognition Letters
Volume 96, Pages 1-112, 1 September 2017

Scene Background Modeling and Initialization
Edited by Alfredo Petrosino, Lucia Maddalena and Thierry Bouwmans



Editorial Board   
Page IFC



Editorial–Scene background modeling and initialization   
Pages 1-2
Alfredo Petrosino, Lucia Maddalena, Thierry Bouwmans



Scene background initialization: A taxonomy   
Pages 3-11
Thierry Bouwmans, Lucia Maddalena, Alfredo Petrosino



LaBGen: A method based on motion detection for generating the background of a scene    Original Research Article
Pages 12-21
Benjamin Laugraud, Sébastien Piérard, Marc Van Droogenbroeck

Graphical abstract




Matrix and tensor completion algorithms for background model initialization: A comparative evaluation    Original Research Article
Pages 22-33
Andrews Sobral, El-hadi Zahzah



Temporal weighted learning model for background estimation with an automatic re-initialization stage and adaptive parameters update   
Pages 34-44
Graciela Ramirez-Alonso, Juan A. Ramirez-Quintana, Mario I. Chacon-Murguia



Parallel multi-modal background modeling    Original Research Article
Pages 45-54
Domenico D. Bloisi, Andrea Pennisi, Luca Iocchi



Background estimation by weightless neural networks   
Pages 55-65
Massimo De Gregorio, Maurizio Giordano

Graphical abstract




Interactive deep learning method for segmenting moving objects    Original Research Article
Pages 66-75
Yi Wang, Zhiming Luo, Pierre-Marc Jodoin



Modeling depth for nonparametric foreground segmentation using RGBD devices   
Pages 76-85
Gabriel Moyà-Alcover, Ahmed Elgammal, Antoni Jaume-i-Capó, Javier Varona



Adaptive background model registration for moving cameras   
Pages 86-95
Tsubasa Minematsu, Hideaki Uchiyama, Atsushi Shimada, Hajime Nagahara, Rin-ichiro Taniguchi



A keypoint-based method for background modeling and foreground detection using a PTZ camera    Original Research Article
Pages 96-105
Danilo Avola, Luigi Cinque, Gian Luca Foresti, Cristiano Massaroni, Daniele Pannone

Graphical abstract




Improving pedestrian detection using motion-guided filtering    Original Research Article
Pages 106-112
Yi Wang, Sébastien Piérard, Song-Zhi Su, Pierre-Marc Jodoin

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