A survey of approaches and trends in person re-identification

作者：

Highlights：

• We present the problem of person re-identification (Re-ID) and associated challenges.

• A methodology based taxonomy and survey of current approaches is presented.

• We identify open and closed set re-identification scenarios.

• Public datasets and current evaluation techniques for Re-ID are discussed.

• Unaddressed issues like open set Re-ID and long period Re-ID are also discussed.

摘要

•We present the problem of person re-identification (Re-ID) and associated challenges.•A methodology based taxonomy and survey of current approaches is presented.•We identify open and closed set re-identification scenarios.•Public datasets and current evaluation techniques for Re-ID are discussed.•Unaddressed issues like open set Re-ID and long period Re-ID are also discussed.

论文关键词：Person re-identification,Multi-camera tracking,Video surveillance,Closed set Re-ID,Open set Re-ID,Short and long period Re-ID

论文评审过程：Received 29 July 2013, Revised 12 January 2014, Accepted 13 February 2014, Available online 21 February 2014.

论文官网地址：https://doi.org/10.1016/j.imavis.2014.02.001