Back to Reality : Learning Data-Efficient 3D Object Detector With Shape Guidance

In this paper, we propose a weakly-supervised approach for 3D object detection, which makes it possible to train a strong 3D detector with position-level annotations (i.e. annotations of object centers and categories). In order to remedy the information loss from box annotations to centers, our meth...

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Détails bibliographiques
Publié dans:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 46(2024), 2 vom: 22. Feb., Seite 1165-1180
Auteur principal: Xu, Xiuwei (Auteur)
Autres auteurs: Wang, Ziwei, Zhou, Jie, Lu, Jiwen
Format: Article en ligne
Langue:English
Publié: 2024
Accès à la collection:IEEE transactions on pattern analysis and machine intelligence
Sujets:Journal Article