Identifying Re-identification Challenges: Past, Current and Future Trends

• Published in: SN computer science Vol. 5; no. 7; p. 937
• Main Authors: Qian, Yan, Barthelemy, J., Karuppiah, E., Perez, P.
• Format: Journal Article
• Language: English
• Published: Singapore Springer Nature Singapore 07.10.2024; Springer Nature B.V
• Subjects: Cameras; Computer Imaging; Computer Science; Computer Systems Organization and Communication Networks; Computer vision; Data Structures and Information Theory; Datasets; Identification; Information Systems and Communication Service; Pattern Recognition and Graphics; Smart cities; Software Engineering/Programming and Operating Systems; Survey Article; Trends; Vehicles; Vision; Open-world re-identification; Closed-world re-identification; Open-set re-identification; Person re-identification; Vehicle re-identification

Person and vehicle re-identification has been a popular subject in the field of the computer vision technologies. Existing closed-set re-identification surpasses human-level accuracies on commonly used benchmarks, and the research focus for re-identification is shifting to the open world-setting. Th...