Deep learning for 3d point clouds: A survey

Y Guo, H Wang, Q Hu, H Liu, L Liu… - IEEE transactions on …, 2020 - ieeexplore.ieee.org
Point cloud learning has lately attracted increasing attention due to its wide applications in
many areas, such as computer vision, autonomous driving, and robotics. As a dominating …

Pla: Language-driven open-vocabulary 3d scene understanding

R Ding, J Yang, C Xue, W Zhang… - Proceedings of the …, 2023 - openaccess.thecvf.com
Open-vocabulary scene understanding aims to localize and recognize unseen categories
beyond the annotated label space. The recent breakthrough of 2D open-vocabulary …

Pointcontrast: Unsupervised pre-training for 3d point cloud understanding

S ** for 3d object detection on point clouds
H Wang, L Ding, S Dong, S Shi, A Li… - Advances in Neural …, 2022 - proceedings.neurips.cc
We present a novel two-stage fully sparse convolutional 3D object detection framework,
named CAGroup3D. Our proposed method first generates some high-quality 3D proposals …