Relevance Metric Learning for Person Re-Identification by Exploiting Listwise Similarities

Person re-identification aims to match people across non-overlapping camera views, which is an important but challenging task in video surveillance. In order to obtain a robust metric for matching, metric learning has been introduced recently. Most existing works focus on seeking a Mahalanobis dista...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	IEEE transactions on image processing 2015-12, Vol.24 (12), p.4741-4755
Hauptverfasser:	Chen, Jiaxin, Zhang, Zhaoxiang, Wang, Yunhong
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Artificial Intelligence Biometric Identification - methods Cameras Humans Learning systems Lighting list-wise similarities Measurement metric learning Pattern Recognition, Automated - methods Person re-identification Probes Robustness Training
Online-Zugang:	Volltext bestellen
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!