Deep Learning for Person Re-Identification: A Survey and Outlook

Mang Ye,Jianbing Shen,Gaojie Lin,Tao Xiang,Ling Shao,Steven C H Hoi

IEEE Transactions on Pattern Analysis and Machine Intelligence（2022）

引用 1497|浏览792

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摘要

Person re-identification (Re-ID) aims at retrieving a person of interest across multiple non-overlapping cameras. With the advancement of deep neural networks and increasing demand of intelligent video surveillance, it has gained significantly increased interest in the computer vision community. By dissecting the involved components in developing a person Re-ID system, we categorize it into the cl...

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关键词

Annotations,Cameras,Training,Training data,Feature extraction,Data models,Deep learning

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