Effective multiple pedestrian tracking system in video surveillance with monocular stationary camera

作者：

Highlights：

• Tracking system contains targets’ registration, model update and track termination.

• Detected candidates are optimized with occlusion status and foreground masks.

• Before target association, targets’ location are predicted with Kalman filter.

• Targets are associated hierarchically, based on matching situations.

摘要

•Tracking system contains targets’ registration, model update and track termination.•Detected candidates are optimized with occlusion status and foreground masks.•Before target association, targets’ location are predicted with Kalman filter.•Targets are associated hierarchically, based on matching situations.

论文关键词：Multiple pedestrian tracking,pedestrian detection,feature extraction,target association,Kalman filter

论文评审过程：Received 16 December 2019, Revised 3 January 2021, Accepted 1 April 2021, Available online 10 April 2021, Version of Record 23 April 2021.

论文官网地址：https://doi.org/10.1016/j.eswa.2021.114992