Background Subtraction Library

Background Subtraction Library (BGS Library) is an OpenCV C++ Background Subtraction Library. It currently contains the following background subtractors:


StaticFrameDifference	Gaussian Average `` Wren (1997) paper link*	GMM `` Stauffer and Grimson (1999) paper link*

FrameDifference	Simple Gaussian `**` paper link*	GMM KadewTraKuPong and Bowden (2001) paper link

WeightedMovingMean	Fuzzy Gaussian `**` Sigari et al (2008) paper link*	GMM Zivkovic (2004) (OpenCV MOG2 class) paper link1 paper link2

WeightedMovingVariance	Adaptive SOM `**` Maddalena and Petrosino (2008) paper link*	GMM `` Zivkovic (2004) paper link1 paper link2*

Temporal Mean `*`	Fuzzy Adaptive SOM `**` Maddalena and Petrosino (2010) paper link*	Mixture of Gaussians `**` Baf et al (2008) paper link*

Adaptive Median `` McFarlane and Schofield (1995) paper link*	Multi-Layer BGS `***` Jian Yao and Jean-Marc Odobez (2007) paper link*	Type-2 Fuzzy GMM-UM `*` Baf et al (2008) paper link*

Temporal Median `` Cucchiara et al (2003) Calderara et al (2006) paper link1 paper link2 paper link3*	AdaptiveBackgroundLearning	Type-2 Fuzzy GMM-UV `*` Baf et al (2008) paper link*

Eigenbackground / SL-PCA `` Oliver et al (2000) paper link*


`*` adapted from Donovan Parks
`**` adapted from Thierry Bouwmans
`***` adapted from Laurence Bender
`****` adapted from Jian Yao and Jean-Marc Odobez