D2T: A Framework For transferring detection to tracking

作者：

Highlights：

• Bridging the gaps between detection and tracking task by the D2T framework.

• Addressing the different object definition problem by general-to-specific network.

• Utilizing the temporal contextual information by introducing a spatial constraint.

• Adaptive tracking through an online update strategy.

摘要

•Bridging the gaps between detection and tracking task by the D2T framework.•Addressing the different object definition problem by general-to-specific network.•Utilizing the temporal contextual information by introducing a spatial constraint.•Adaptive tracking through an online update strategy.

论文关键词：Object tracking,Object detection,Transferring detection to tracking

论文评审过程：Received 27 December 2019, Revised 9 February 2021, Accepted 16 May 2021, Available online 22 January 2022, Version of Record 29 January 2022.

论文官网地址：https://doi.org/10.1016/j.patcog.2022.108544