iPUNet : Iterative Cross Field Guided Point Cloud Upsampling

Point clouds acquired by 3D scanning devices are often sparse, noisy, and non-uniform, causing a loss of geometric features. To facilitate the usability of point clouds in downstream applications, given such input, we present a learning-based point upsampling method, i.e., iPUNet, which generates de...

Description complète

Détails bibliographiques
Publié dans:IEEE transactions on visualization and computer graphics. - 1996. - 30(2024), 9 vom: 19. Sept., Seite 6089-6103
Auteur principal: Wei, Guangshun (Auteur)
Autres auteurs: Pan, Hao, Zhuang, Shaojie, Zhou, Yuanfeng, Li, Changjian
Format: Article en ligne
Langue:English
Publié: 2024
Accès à la collection:IEEE transactions on visualization and computer graphics
Sujets:Journal Article