TokenCut : Segmenting Objects in Images and Videos With Self-Supervised Transformer and Normalized Cut

In this paper, we describe a graph-based algorithm that uses the features obtained by a self-supervised transformer to detect and segment salient objects in images and videos. With this approach, the image patches that compose an image or video are organised into a fully connected graph, in which th...

Ausführliche Beschreibung

Bibliographische Detailangaben
Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 45(2023), 12 vom: 01. Dez., Seite 15790-15801
1. Verfasser: Wang, Yangtao (VerfasserIn)
Weitere Verfasser: Shen, Xi, Yuan, Yuan, Du, Yuming, Li, Maomao, Hu, Shell Xu, Crowley, James L, Vaufreydaz, Dominique
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2023
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Journal Article