Weakly- and semi-supervised panoptic segmentation

We present a weakly supervised model that jointly performs both semantic- and instance-segmentation – a particularly relevant problem given the substantial cost of obtaining pixel-perfect annotation for these tasks. In contrast to many popular instance segmentation approaches based on object detecto...

Ausführliche Beschreibung

Bibliographische Detailangaben
Hauptverfasser: Li, Q, Arnab, A, Torr, P
Format: Conference item
Veröffentlicht: Springer 2018