Point Cloud Scene Completion With Joint Color and Semantic Estimation From Single RGB-D Image

We present a deep reinforcement learning method of progressive view inpainting for colored semantic point cloud scene completion under volume guidance, achieving high-quality scene reconstruction from only a single RGB-D image with severe occlusion. Our approach is end-to-end, consisting of three mo...

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Détails bibliographiques
Publié dans:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 45(2023), 9 vom: 05. Sept., Seite 11079-11095
Auteur principal: Zhang, Zhaoxuan (Auteur)
Autres auteurs: Han, Xiaoguang, Dong, Bo, Li, Tong, Yin, Baocai, Yang, Xin
Format: Article en ligne
Langue:English
Publié: 2023
Accès à la collection:IEEE transactions on pattern analysis and machine intelligence
Sujets:Journal Article