Comprehensive review of deep learning-based 3d point cloud completion processing and analysis
Point cloud completion is a generation and estimation issue derived from the partial point
clouds, which plays a vital role in the applications of 3D computer vision. The progress of …
clouds, which plays a vital role in the applications of 3D computer vision. The progress of …
Casfusionnet: A cascaded network for point cloud semantic scene completion by dense feature fusion
Semantic scene completion (SSC) aims to complete a partial 3D scene and predict its
semantics simultaneously. Most existing works adopt the voxel representations, thus …
semantics simultaneously. Most existing works adopt the voxel representations, thus …
Point Cloud Completion via Self-projected View Augmentation and Implicit Field Constraint
Recent advances in point cloud completion make it possible to simultaneously recover
complete shapes and fine details from partial point clouds captured by professional 3D …
complete shapes and fine details from partial point clouds captured by professional 3D …
COCCA: Point Cloud Completion through Cad Cross-Attention
3D scene-and object-level scans typically result in sparse and incomplete point clouds.
Since dense point clouds of high quality are essential for the 3D reconstruction process, a …
Since dense point clouds of high quality are essential for the 3D reconstruction process, a …
A Novel Method for Detecting Thickness Defects in Metal Components Based on Point Cloud and Model Registration
S Li, Y Zhou, H Wang, Y Zhang, C Liu - International Conference on …, 2024 - Springer
This paper presents a novel method for detecting thickness defects in metal parts. Firstly, a
three-dimensional point cloud acquisition system is established to acquire point cloud …
three-dimensional point cloud acquisition system is established to acquire point cloud …
in Metal Components Based on Point Cloud
S Li, Y Zhou, H Wang, Y Zhang, C Liu - Artificial Intelligence for Future … - books.google.com
This paper presents a novel method for detecting thickness defects in metal parts. Firstly, a
three-dimensional point cloud acquisition system is established to acquire point cloud …
three-dimensional point cloud acquisition system is established to acquire point cloud …
Point cloud completion network based on multiple-decoder
X Liu, X Gong, Y Wang - Second International Conference on …, 2023 - spiedigitallibrary.org
Point cloud is the popular researches in the industry, and the research on partial point cloud
is favored by many researchers. In the acquisition process of original 3D point cloud data …
is favored by many researchers. In the acquisition process of original 3D point cloud data …