Weakly Supervised Semantic Point Cloud Segmentation:Towards 10X Fewer Labels

8 April 2020

Papers citing "Weakly Supervised Semantic Point Cloud Segmentation:Towards 10X Fewer Labels"

18 / 18 papers shown

Title
ZeroPS: High-quality Cross-modal Knowledge Transfer for Zero-Shot 3D Part Segmentation Yuheng Xue Nenglun Chen Jun Liu Wenyun Sun 3DPC 55 7 0 24 Feb 2025
A Review and A Robust Framework of Data-Efficient 3D Scene Parsing with Traditional/Learned 3D Descriptors Kangcheng Liu 3DPC 16 0 0 03 Dec 2023
Weakly Supervised 3D Instance Segmentation without Instance-level Annotations S. Dong Guosheng Lin ISeg 3DV 20 4 0 03 Aug 2023
All Points Matter: Entropy-Regularized Distribution Alignment for Weakly-supervised 3D Segmentation Liyao Tang Zhe Chen Shanshan Zhao Chaoyue Wang Dacheng Tao 21 12 0 25 May 2023
Transformation-Invariant Network for Few-Shot Object Detection in Remote Sensing Images Nanqing Liu Xun Xu Turgay Celik Zongxin Gan Hengchao Li 30 26 0 13 Mar 2023
One Class One Click: Quasi Scene-level Weakly Supervised Point Cloud Semantic Segmentation with Active Learning Puzuo Wang W. Yao Jiejing Shao 26 17 0 23 Nov 2022
LESS: Label-Efficient Semantic Segmentation for LiDAR Point Clouds Minghua Liu Yin Zhou C. Qi Boqing Gong Hao Su Drago Anguelov 3DPC 24 54 0 14 Oct 2022
Learning Inter-Superpoint Affinity for Weakly Supervised 3D Instance Segmentation Ling-Yu Tang Le Hui Jin Xie 3DPC 22 14 0 11 Oct 2022
GaIA: Graphical Information Gain based Attention Network for Weakly Supervised Point Cloud Semantic Segmentation Min Seok Lee Seok Woo Yang S. W. Han 3DPC 22 21 0 02 Oct 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
SoftPool++: An Encoder-Decoder Network for Point Cloud Completion Yida Wang D. Tan Nassir Navab F. Tombari 3DPC 26 18 0 08 May 2022
Interactive Object Segmentation in 3D Point Clouds Theodora Kontogianni Ekin Çelikkan Siyu Tang Konrad Schindler 3DPC 18 22 0 14 Apr 2022
SnapshotNet: Self-supervised Feature Learning for Point Cloud Data Segmentation Using Minimal Labeled Data Xingye Li Ling Zhang Zhigang Zhu 3DPC 20 10 0 13 Jan 2022
SensatUrban: Learning Semantics from Urban-Scale Photogrammetric Point Clouds Qingyong Hu Bo Yang Sheikh Khalid W. Xiao Niki Trigoni Andrew Markham 3DPC 22 85 0 12 Jan 2022
A new weakly supervised approach for ALS point cloud semantic segmentation Puzuo Wang W. Yao 3DPC 11 48 0 04 Oct 2021
Superpoint-guided Semi-supervised Semantic Segmentation of 3D Point Clouds Shuang Deng Qiulei Dong Bo Liu Zhanyi Hu 3DPC 16 27 0 08 Jul 2021
Exploiting Edge-Oriented Reasoning for 3D Point-based Scene Graph Analysis C. Zhang Jianhui Yu Yang Song Weidong (Tom) Cai 3DPC 29 49 0 09 Mar 2021
Few-shot 3D Point Cloud Semantic Segmentation Na Zhao Tat-Seng Chua Gim Hee Lee 3DPC 14 105 0 22 Jun 2020