Neural Network Background Modeling

Self Organizing Neural Network

Self-Organizing Background Subtraction (SOBS)

Executable (Lucia Maddalena - National Research Council (CNR) - Italy)

L. Maddalena, A. Petrosino, “A Self-organizing Approach to Detection of Moving Patterns for Real-Time Applications”, Advances in Brain, Vision, and Artificial Intelligence, LNCS 2007, Volume 4729, 2007.

L. Maddalena, A. Petrosino, "A Self-Organizing Approach to Background Subtraction for Visual Surveillance Applications", IEEE Transactions on Image Processing, Volume 17, no. 7, pages 1168-1177, July 2008.

L. Maddalena, A. Petrosino, “Multivalued Background/Foreground Separation for Moving Object Detection”, International Workshop on Fuzzy Logic and Applications, WILF 2009, Volume 5571, pages 263-270, Palermo, Italy, June 2009.

Spatially Coherent Self-Organizing Background Subtraction (SC-SOBS)

Executable (Lucia Maddalena - National Research Council (CNR) - Italy)

L. Maddalena, A. Petrosino, “The SOBS Algorithm: What Are the Limits?”, IEEE Workshop on Change Detection, CVPR 2012, June 2012.

3D Self-Organizing Background Subtraction (3dSOBS+)

Executable (Lucia Maddalena - National Research Council (CNR) - Italy)

L. Maddalena, A. Petrosino, "The 3dSOBS+ algorithm for moving object detection", Computer Vision and Image Understanding, Volume 122, pages 65-73, 2014.