A general moving detection method using dual-target nonparametric background model

作者：

Highlights：

• A simple but effective pixel classification rule is explored to identify pixel.

• A dual-target updating strategy is proposed to update background model.

• A controlling threshold adaptation process is designed for diverse scenarios.

• The proposed algorithm is very applicable for different applications.

摘要

•A simple but effective pixel classification rule is explored to identify pixel.•A dual-target updating strategy is proposed to update background model.•A controlling threshold adaptation process is designed for diverse scenarios.•The proposed algorithm is very applicable for different applications.

论文关键词：Moving detection,Background modeling,Video surveillance

论文评审过程：Received 4 June 2018, Revised 17 October 2018, Accepted 19 October 2018, Available online 3 November 2018, Version of Record 19 December 2018.

论文官网地址：https://doi.org/10.1016/j.knosys.2018.10.031