Co-occurrence probability-based pixel pairs background model for robust object detection in dynamic scenes

作者:

Highlights:

• We present a co-occurrence pixel pairs background model.

• Robust in sudden illumination fluctuation and burst motion background.

• Spatio-temporal statistical analyses are employed to screen supporting pixels.

• Our method shows competitive performance in extreme environments.

• It does not artificially predefine any local operator, subspace or block.

摘要

Highlights•We present a co-occurrence pixel pairs background model.•Robust in sudden illumination fluctuation and burst motion background.•Spatio-temporal statistical analyses are employed to screen supporting pixels.•Our method shows competitive performance in extreme environments.•It does not artificially predefine any local operator, subspace or block.

论文关键词:Object detection,Sudden illumination fluctuation,Burst motion,Background modeling,Co-occurrence probability

论文评审过程:Received 5 April 2013, Revised 4 July 2014, Accepted 9 October 2014, Available online 24 October 2014.

论文官网地址:https://doi.org/10.1016/j.patcog.2014.10.020