Learning 3D Semantic Segmentation with only 2D Image Supervision

Learning 3D Semantic Segmentation with only 2D Image Supervision

21 October 2021

Thomas Funkhouser

Papers citing "Learning 3D Semantic Segmentation with only 2D Image Supervision"

16 / 16 papers shown

Title
3D Can Be Explored In 2D: Pseudo-Label Generation for LiDAR Point Clouds Using Sensor-Intensity-Based 2D Semantic Segmentation Andrew Caunes T. Chateau Vincent Frémont 3DPC 24 0 0 06 May 2025
LeAP: Consistent multi-domain 3D labeling using Foundation Models Simon Gebraad Andras Palffy Holger Caesar 93 1 0 06 Feb 2025
Deep Learning on 3D Semantic Segmentation: A Detailed Review Thodoris Betsas Andreas Georgopoulos Anastasios Doulamis Pierre Grussenmeyer 3DV 3DPC 28 1 0 04 Nov 2024
RAPiD-Seg: Range-Aware Pointwise Distance Distribution Networks for 3D LiDAR Segmentation Li Li Hubert P. H. Shum T. Breckon 3DPC 32 6 0 14 Jul 2024
3D Weakly Supervised Semantic Segmentation with 2D Vision-Language Guidance Xiaoxu Xu Yitian Yuan Jinlong Li Qiudan Zhang Zequn Jie Lin Ma Hao Tang N. Sebe Xu Wang 38 2 0 13 Jul 2024
Spot-Compose: A Framework for Open-Vocabulary Object Retrieval and Drawer Manipulation in Point Clouds Oliver Lemke Z. Bauer René Zurbrugg Marc Pollefeys Francis Engelmann Hermann Blum 3DPC 19 10 0 18 Apr 2024
FRNet: Frustum-Range Networks for Scalable LiDAR Segmentation Xiang Xu Lingdong Kong Hui Shuai Qingshan Liu 3DPC 56 21 0 07 Dec 2023
Semantic Segmentation by Semantic Proportions Halil Ibrahim Aysel Xiaohao Cai Adam Prugel-Bennett 16 1 0 24 May 2023
MvDeCor: Multi-view Dense Correspondence Learning for Fine-grained 3D Segmentation Gopal Sharma K. Yin Subhransu Maji E. Kalogerakis Litany Sanja Fidler 3DV 3DPC 11 12 0 18 Aug 2022
Data Efficient 3D Learner via Knowledge Transferred from 2D Model Ping Yu Cheng Sun Min Sun 3DPC 10 11 0 16 Mar 2022
(AF)2-S3Net: Attentive Feature Fusion with Adaptive Feature Selection for Sparse Semantic Segmentation Network Ran Cheng Ryan Razani E. Taghavi Enxu Li Bingbing Liu 3DPC 153 239 0 08 Feb 2021
Domain Adaptation in LiDAR Semantic Segmentation by Aligning Class Distributions Inigo Alonso L. Riazuelo Luis Montesano Ana C. Murillo 3DPC OOD 51 29 0 23 Oct 2020
DEAL: Difficulty-aware Active Learning for Semantic Segmentation Shuai Xie Zunlei Feng Ying Chen Songtao Sun Chao Ma Mingli Song VLM 107 50 0 17 Oct 2020
OccuSeg: Occupancy-aware 3D Instance Segmentation Lei Han Tian Zheng Lan Xu Lu Fang 3DPC 150 254 0 14 Mar 2020
Multi-view PointNet for 3D Scene Understanding M. Jaritz Jiayuan Gu Hao Su 3DPC 141 158 0 30 Sep 2019
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation C. Qi Hao Su Kaichun Mo Leonidas J. Guibas 3DH 3DPC 3DV PINN 219 13,886 0 02 Dec 2016