A new weakly supervised approach for ALS point cloud semantic segmentation

4 October 2021

Papers citing "A new weakly supervised approach for ALS point cloud semantic segmentation"

10 / 10 papers shown

Title
LiDAR Remote Sensing Meets Weak Supervision: Concepts, Methods, and Perspectives Yuan Gao Shaobo Xia P. Wang Xiaohuan Xi Sheng Nie Cheng-Xiang Wang 44 1 0 24 Mar 2025
Unsupervised semantic segmentation of urban high-density multispectral point clouds Oona Oinonen Lassi Ruoppa Josef Taher Matti Lehtomäki Leena Matikainen Kirsi Karila Teemu Hakala A. Kukko Harri Kaartinen Juha Hyyppa 24 1 0 24 Oct 2024
Self-supervised Multi-task Learning Framework for Safety and Health-Oriented Connected Driving Environment Perception using Onboard Camera Shaocheng Jia Wei-Ting Yao 25 0 0 20 Jun 2023
A Survey of Label-Efficient Deep Learning for 3D Point Clouds Aoran Xiao Xiaoqin Zhang Ling Shao Shijian Lu 3DPC 38 18 0 31 May 2023
Urban GeoBIM construction by integrating semantic LiDAR point clouds with as-designed BIM models Jie Shao W. Yao Puzuo Wang Zhiyi He Lei Luo AI4CE 3DPC 9 5 0 23 Apr 2023
Reliability-Adaptive Consistency Regularization for Weakly-Supervised Point Cloud Segmentation Zhonghua Wu Yicheng Wu Guosheng Lin Jianfei Cai 3DPC 27 10 0 09 Mar 2023
One Class One Click: Quasi Scene-level Weakly Supervised Point Cloud Semantic Segmentation with Active Learning Puzuo Wang W. Yao Jiejing Shao 33 17 0 23 Nov 2022
Dual Adaptive Transformations for Weakly Supervised Point Cloud Segmentation Zhonghua Wu Yicheng Wu Guosheng Lin Jianfei Cai Chen Qian 3DPC 22 23 0 19 Jul 2022
SQN: Weakly-Supervised Semantic Segmentation of Large-Scale 3D Point Clouds Qingyong Hu Bo Yang Guangchi Fang Yulan Guo A. Leonardis Niki Trigoni Andrew Markham 3DPC 32 117 0 11 Apr 2021
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation C. Qi Hao Su Kaichun Mo Leonidas J. Guibas 3DH 3DPC 3DV PINN 222 14,099 0 02 Dec 2016