TPM: Multiple object tracking with tracklet-plane matching

作者：

Highlights：

• Propose a tracklet-plane matching process to differentiate confusable tracklets.

• Introduce a tracklet-importance evaluation scheme to exclude the noisy detections.

• Introduce a Representative-selection network to calculate tracklet-wise similarity.

• Improve the performance on MOT dataset.

摘要

•Propose a tracklet-plane matching process to differentiate confusable tracklets.•Introduce a tracklet-importance evaluation scheme to exclude the noisy detections.•Introduce a Representative-selection network to calculate tracklet-wise similarity.•Improve the performance on MOT dataset.

论文关键词：Multiple object tracking,Tracklet,Tracklet-plane,Representative-selection network

论文评审过程：Received 30 December 2019, Revised 23 March 2020, Accepted 28 May 2020, Available online 30 May 2020, Version of Record 23 July 2020.

论文官网地址：https://doi.org/10.1016/j.patcog.2020.107480