A coarse-to-fine point completion network with details compensation and structure enhancement

Abstract Point cloud completion, the issue of estimating the complete geometry of objects from partially-scanned point cloud data, becomes a fundamental task in many 3d vision and robotics applications. To address the limitations on inadequate prediction of shape details for traditional methods, a n...

Full description

Bibliographic Details
Main Authors: Yongwei Miao, Chengyu Jing, Weihao Gao, Xudong Zhang
Format: Article
Language:English
Published: Nature Portfolio 2024-01-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-024-52343-6