A novel approach of multi-stage tracking for precise localization of target in video sequences

作者:

Highlights:

• Proposed multi-stage tracker improves accuracy and reduces time complexity.

• Spatio-temporal model can handle various challenges of dynamic environments.

• Adaptive multicue fusion model effectively combines appearance models.

• Quick adaptation due to incorporation of context sensitive reliability.

• Robust and real time implementation.

摘要

•Proposed multi-stage tracker improves accuracy and reduces time complexity.•Spatio-temporal model can handle various challenges of dynamic environments.•Adaptive multicue fusion model effectively combines appearance models.•Quick adaptation due to incorporation of context sensitive reliability.•Robust and real time implementation.

论文关键词:Multicue,Data fusion,Object tracking,Cue reliability

论文评审过程:Received 9 September 2016, Revised 2 February 2017, Accepted 3 February 2017, Available online 8 February 2017, Version of Record 21 February 2017.

论文官网地址:https://doi.org/10.1016/j.eswa.2017.02.007