Neural Network Background Modeling
Note : In parenthesis, the number of papers is indicated for each method. Click on the method to see the corresponding references.
RAM Neural Network (RNN) (1 paper)
Perceptron Neural Network (PNN) (1 paper)
RBF Neural Network (RBF-NN) (3 papers)
Recurrent Stochastic Neural Network (RNN) (1 paper)
Recurrent Neural Network (RNN) (2 papers)
Cellular Neural Network (CNN) (1 paper)
Probabilistic Neural Network (PNN) (2 papers)
General Regression Neural Network (GRNN) (4 papers)
Multivalued Neural Network (MNN) (1 paper)
Competitive Neural Network (CNN) (4 papers)
Dipolar Competitive Neural Network (DCNN) (1 paper)
Self Organizing Neural Network (SOM) (31 papers)
Hierarchical Self Organizing Neural Network (HSOM) (3 papers)
Adaptive Resonance Theory Neural Network (ART-NN) (4 papers)
Artificial Neural Network (ANN) (2 papers)
Multilayer Neural Network (MNN) (1 paper)
Neural Network Mapped (NNM) (1 paper)
Neural Network NARX (NN-NARX) (1 paper)
Discrete Time Cellular Neural Network (DT-CNN) (2 papers)
Retinotopic SOM (R-SOM) (3 papers)
Weightless Neural Networks (WNN) (6 papers)
Self Adaptative SOM Neural Networks (SOM-CNN) (1 paper)
Temporal Modular self-adaptive SOM (TM-SOM) (1 paper)
Stochastic Neural Networks (SNN-RBM) (3 papers)
Hopfield Neural Networks (HTNN) (1 paper)
Author: Thierry BOUWMANS, Associate Professor, Lab. MIA, Univ. Rochelle, France.
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As this website gives many information that come from my research, please cite my following survey papers:
T. Bouwmans, “Traditional and Recent Approaches in Background Modeling for Foreground Detection: An Overview”, Computer Science Review, 2014. [pdf]
T. Bouwmans, E. Zahzah, “Robust PCA via Principal Component Pursuit: A Review for a Comparative Evaluation in Video Surveillance”, Special Issue on Background Models Challenge, Computer Vision and Image Understanding, CVIU 2014, Volume 122, pages 22–34, May 2014. [pdf]
T. Bouwmans, "Recent Advanced Statistical Background Modeling for Foreground Detection: A Systematic Survey", Recent Patents on Computer Science, Volume 4, No. 3, pages147-176, September 2011. [pdf]
Note: My publications are available on Academia, Research Gate, Researchr, ORCID and Publication List.