Adversarial Metric Attack and Defense for Person Re-Identification

Person re-identification (re-ID) has attracted much attention recently due to its great importance in video surveillance. In general, distance metrics used to identify two person images are expected to be robust under various appearance changes. However, our work observes the extreme vulnerability o...

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Bibliographische Detailangaben
Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 43(2021), 6 vom: 19. Juni, Seite 2119-2126
1. Verfasser: Bai, Song (VerfasserIn)
Weitere Verfasser: Li, Yingwei, Zhou, Yuyin, Li, Qizhu, Torr, Philip H S
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2021
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Journal Article Research Support, Non-U.S. Gov't