PointVST : Self-Supervised Pre-Training for 3D Point Clouds via View-Specific Point-to-Image Translation

The past few years have witnessed the great success and prevalence of self-supervised representation learning within the language and 2D vision communities. However, such advancements have not been fully migrated to the field of 3D point cloud learning. Different from existing pre-training paradigms...

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Veröffentlicht in:IEEE transactions on visualization and computer graphics. - 1996. - 30(2024), 10 vom: 05. Sept., Seite 6900-6912
1. Verfasser: Zhang, Qijian (VerfasserIn)
Weitere Verfasser: Hou, Junhui
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2024
Zugriff auf das übergeordnete Werk:IEEE transactions on visualization and computer graphics
Schlagworte:Journal Article