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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Publié dans:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 46(2024), 12 vom: 15. Dez., Seite 8410-8423
Auteur principal: Zhou, Yi (Auteur)
Autres auteurs: Zhang, Hui, Park, Seung-In, Yoo, ByungIn, Qi, Xiaojuan
Format: Article en ligne
Langue:English
Publié: 2024
Accès à la collection:IEEE transactions on pattern analysis and machine intelligence
Sujets:Journal Article