Deep learning for person re-identification: A survey and outlook

• Main Authors: YE, Mang, SHEN, Jianbing, LIN, Gaojie, XIANG, Tao, SHAO, Ling, HOI, Steven C. H.
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2022
• Subjects: Person Re-Identification; Pedestrian Retrieval; Literature Survey; Evaluation Metric; Deep Learning; Databases and Information Systems; Numerical Analysis and Scientific Computing
• Online Access: https://ink.library.smu.edu.sg/sis_research/6961; https://ink.library.smu.edu.sg/context/sis_research/article/7964/viewcontent/09336268_av.pdf
• Institution: Singapore Management University

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...