Object-centric Representation Learning for Video Scene Understanding

Depth-aware Video Panoptic Segmentation (DVPS) is a challenging task that requires predicting the semantic class and 3D depth of each pixel in a video, while also segmenting and consistently tracking objects across frames. Predominant methodologies treat this as a multi-task learning problem, tackli...

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Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - PP(2024) vom: 15. Mai
1. Verfasser: Zhou, Yi (VerfasserIn)
Weitere Verfasser: Zhang, Hui, Park, Seung-In, Yoo, ByungIn, Qi, Xiaojuan
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2024
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Journal Article