CVPR 2021poster100 citations
View-Guided Point Cloud Completion
Xuancheng Zhang, Yutong Feng, Siqi Li, Changqing Zou, Hai Wan, Xibin Zhao, Yandong Guo, Yue Gao
Abstract
This paper presents a view-guided solution for the task of point cloud completion. Unlike most existing methods directly inferring the missing points using shape priors, we address this task by introducing ViPC (view-guided point cloud completion) that takes the missing crucial global structure information from an extra single-view image. By leveraging a framework which sequentially performs effective cross-modality and cross-level fusions, our method achieves significantly superior results over typical existing solutions on a new large-scale dataset we collect for the view-guided point cloud completion task.
BibTeX
@inproceedings{cvpr2021_viewguidedpointc,
title = {View-Guided Point Cloud Completion},
author = {Xuancheng Zhang and Yutong Feng and Siqi Li and Changqing Zou and Hai Wan and Xibin Zhao and Yandong Guo and Yue Gao},
booktitle = {CVPR 2021},
year = {2021}
}