Optimal visual tracking using Wasserstein transport proposals

作者：

Highlights：

• We propose a visual tracker using the optimal proposal function in MCMC.

• We use a Wasserstein transport proposal (WTP) as the optimal proposal function.

• The proposed WTP is highly applicable to conventional MCMC frameworks.

摘要

•We propose a visual tracker using the optimal proposal function in MCMC.•We use a Wasserstein transport proposal (WTP) as the optimal proposal function.•The proposed WTP is highly applicable to conventional MCMC frameworks.

论文关键词：Visual tracking,Optimal transport,Wasserstein space,MCMC

论文评审过程：Received 24 June 2021, Revised 18 July 2022, Accepted 20 July 2022, Available online 30 July 2022, Version of Record 5 August 2022.

论文官网地址：https://doi.org/10.1016/j.eswa.2022.118251