Explicitly guided information interaction network for cross-modal point cloud completion
H Xu, C Long, W Zhang, Y Liu, Z Cao, Z Dong… - … on Computer Vision, 2024 - Springer
In this paper, we explore a novel framework, EGIInet (Explicitly Guided Information
Interaction Network), a model for View-guided Point cloud Completion (ViPC) task, which …
Interaction Network), a model for View-guided Point cloud Completion (ViPC) task, which …
Point cloud upsampling via cascaded refinement network
Point cloud upsampling focuses on generating a dense, uniform and proximity-to-surface
point set. Most previous approaches accomplish these objectives by carefully designing a …
point set. Most previous approaches accomplish these objectives by carefully designing a …
Parametric surface constrained upsampler network for point cloud
Designing a point cloud upsampler, which aims to generate a clean and dense point cloud
given a sparse point representation, is a fundamental and challenging problem in computer …
given a sparse point representation, is a fundamental and challenging problem in computer …
EGP3D: Edge-guided Geometric Preserving 3D Point Cloud Super-resolution for RGB-D camera
Z Fang, K Ye, Y Liu, G Li, X Zhao, J Li, R Wang… - arXiv preprint arXiv …, 2024 - arxiv.org
Point clouds or depth images captured by current RGB-D cameras often suffer from low
resolution, rendering them insufficient for applications such as 3D reconstruction and robots …
resolution, rendering them insufficient for applications such as 3D reconstruction and robots …