Efficient background subtraction for real-time tracking in embedded camera networks

@inproceedings{Shen2012EfficientBS,
  title={Efficient background subtraction for real-time tracking in embedded camera networks},
  author={Yiran Shen and Wen Hu and Junbin Liu and Mingrui Yang and Bo Wei and Chun Tung Chou},
  booktitle={SenSys},
  year={2012}
}
Background subtraction is often the first step of many computer vision applications. For a background subtraction method to be useful in embedded camera networks, it must be both accurate and computationally efficient because of the resource constraints on embedded platforms. This makes many traditional background subtraction algorithms unsuitable for embedded platforms because they use complex statistical models to handle subtle illumination changes. These models make them accurate but the… CONTINUE READING
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