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

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...

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Bibliographic Details
Published in:	IEEE transactions on pattern analysis and machine intelligence Vol. 44; no. 6; pp. 2872 - 2893
Main Authors:	Ye, Mang, Shen, Jianbing, Lin, Gaojie, Xiang, Tao, Shao, Ling, Hoi, Steven C. H.
Format:	Journal Article
Language:	English
Published:	United States IEEE 01.06.2022 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Algorithms Annotations Artificial neural networks Biometric Identification - methods Cameras Computer vision Data models Datasets Deep Learning evaluation metric Feature extraction Humans Image Processing, Computer-Assisted - methods literature survey Machine learning Neural Networks, Computer Optimization pedestrian retrieval Person re-identification Training Training data
ISSN:	0162-8828, 1939-3539, 2160-9292, 1939-3539
Online Access:	Get full text
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