Real-time foreground detection based on tempo-spatial consistency validation and Gaussian Mixture Model

@article{Yan2010RealtimeFD,
  title={Real-time foreground detection based on tempo-spatial consistency validation and Gaussian Mixture Model},
  author={Qing Yan and Yi Feng Xu and Xiaokang Yang and Leonardo Traversoni},
  journal={2010 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB)},
  year={2010},
  pages={1-4}
}
Robust foreground detection is a fundamental precursor of many video processing applications. Although various approaches were advanced, there still exist many factors making detection very challenging: 1) Dynamic background with gradual brightness changes, camera movement and large amount of noises. 2) Sharp illumination changes caused by shadows, light on-off, and so on. 3) Real-time requirement for practical systems. To overcome these problems, a new approach is proposed in this paper. It is… CONTINUE READING
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