Online background subtraction with freely moving cameras using different motion boundaries

作者：

Highlights：

• Online background subtraction with a freely-moving camera is proposed.

• Our method utilizes interactive segmentation with seeds for background subtraction.

• Automatic seeds estimation using two different motion boundaries is proposed.

• Segmentation using the estimated seeds extracts foreground candidates.

• Foregrounds are estimated from the candidates based on spatio-temporal consistency.

摘要

•Online background subtraction with a freely-moving camera is proposed.•Our method utilizes interactive segmentation with seeds for background subtraction.•Automatic seeds estimation using two different motion boundaries is proposed.•Segmentation using the estimated seeds extracts foreground candidates.•Foregrounds are estimated from the candidates based on spatio-temporal consistency.

论文关键词：Online background subtraction,Freely moving camera,Interactive image segmentation,Seeds estimation,Motion boundary

论文评审过程：Received 21 February 2017, Accepted 12 March 2018, Available online 25 June 2018, Version of Record 11 July 2018.

论文官网地址：https://doi.org/10.1016/j.imavis.2018.06.003