Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation

23 August 2019

Papers citing "Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation"

41 / 41 papers shown

Title
Harnessing Deep Learning of Point Clouds for Inverse Control of 3D Shape Morphing Jue Wang Dhirodaatto Sarkar J. Suo Alex Chortos 23 1 0 26 Jan 2024
Occluded Person Re-Identification with Deep Learning: A Survey and Perspectives Enhao Ning Changshuo Wang Huang Zhang Xin Ning Prayag Tiwari 23 78 0 01 Nov 2023
Recent Advances in Multi-modal 3D Scene Understanding: A Comprehensive Survey and Evaluation Yinjie Lei Zixuan Wang Feng Chen Guoqing Wang Peng Wang Yang Yang 27 8 0 24 Oct 2023
Self-Supervised Pre-Training Boosts Semantic Scene Segmentation on LiDAR Data Mariona Carós Ariadna Just Santi Seguí Jordi Vitrià SSL 3DPC 9 3 0 05 Sep 2023
A One Stop 3D Target Reconstruction and multilevel Segmentation Method J. Xu Wei-Ye Zhao Zhiyan Tang X. Gan 3DV 6 2 0 14 Aug 2023
Adversarial Attacks and Defenses on 3D Point Cloud Classification: A Survey Hanieh Naderi Ivan V. Bajić 3DPC 19 7 0 01 Jul 2023
Irregular Change Detection in Sparse Bi-Temporal Point Clouds using Learned Place Recognition Descriptors and Point-to-Voxel Comparison Nikolaos Stathoulopoulos A. Koval G. Nikolakopoulos 3DPC 15 4 0 27 Jun 2023
All Points Matter: Entropy-Regularized Distribution Alignment for Weakly-supervised 3D Segmentation Liyao Tang Zhe Chen Shanshan Zhao Chaoyue Wang Dacheng Tao 19 12 0 25 May 2023
Multi-view Vision-Prompt Fusion Network: Can 2D Pre-trained Model Boost 3D Point Cloud Data-scarce Learning? Hao Peng Baopu Li Bo-Wen Zhang Xin Chen Tao Chen Hongyuan Zhu 3DPC 13 1 0 20 Apr 2023
From CAD models to soft point cloud labels: An automatic annotation pipeline for cheaply supervised 3D semantic segmentation Galadrielle Humblot-Renaux S. B. Jensen Andreas Møgelmose SSeg 3DPC NoLa 20 5 0 06 Feb 2023
Geo-Information Harvesting from Social Media Data Xiao Xiang Zhu Yuanyuan Wang M. Kochupillai Martin Werner Matthias Häberle ... D. Tuia Alex Levering Nathan Jacobs Anna M. Kruspe Karam Abdulahhad 14 9 0 01 Nov 2022
BoundED: Neural Boundary and Edge Detection in 3D Point Clouds via Local Neighborhood Statistics Lukas Bode Michael Weinmann Reinhard Klein University of Bonn 3DPC 14 7 0 24 Oct 2022
3D Vision with Transformers: A Survey Jean Lahoud Jiale Cao F. Khan Hisham Cholakkal Rao Muhammad Anwer Salman Khan Ming Yang ViT MedIm 25 32 0 08 Aug 2022
Automatic Segmentation of Aircraft Dents in Point Clouds P. Lafiosca Ip-Shing Fan Nicolas P. Avdelidis 3DPC 6 2 0 03 May 2022
Sequential Point Clouds: A Survey Haiyan Wang Yingli Tian 3DPC 29 5 0 20 Apr 2022
Contrastive Boundary Learning for Point Cloud Segmentation Liyao Tang Yibing Zhan Zhe Chen Baosheng Yu Dacheng Tao 3DPC 11 102 0 10 Mar 2022
Understanding the Challenges When 3D Semantic Segmentation Faces Class Imbalanced and OOD Data Yancheng Pan Fan Xie Huijing Zhao CVBM 18 6 0 01 Mar 2022
Unsupervised Point Cloud Representation Learning with Deep Neural Networks: A Survey Aoran Xiao Jiaxing Huang Dayan Guan Xiaoqin Zhang Shijian Lu Ling Shao 3DPC 11 70 0 28 Feb 2022
SnapshotNet: Self-supervised Feature Learning for Point Cloud Data Segmentation Using Minimal Labeled Data Xingye Li Ling Zhang Zhigang Zhu 3DPC 12 10 0 13 Jan 2022
An effective coaxiality measurement for twist drill based on line structured light sensor Ailing Cheng Jiaojiao Ye Fei Yang Shufang Lu Fei Gao 9 7 0 18 Dec 2021
Clustering performance analysis using a new correlation-based cluster validity index Nathakhun Wiroonsri 16 17 0 23 Sep 2021
DSOR: A Scalable Statistical Filter for Removing Falling Snow from LiDAR Point Clouds in Severe Winter Weather Akhil M Kurup J. Bos 11 61 0 15 Sep 2021
Unsupervised Domain Adaptation in LiDAR Semantic Segmentation with Self-Supervision and Gated Adapters Mrigank Rochan Shubhra Aich Eduardo R. Corral-Soto A. Nabatchian Bingbing Liu 3DPC 15 30 0 20 Jul 2021
Few-Shot Meta-Learning on Point Cloud for Semantic Segmentation Xudong Li Li Feng Leiyuan Li Chen Wang 3DPC 9 8 0 07 Apr 2021
3D Semantic Scene Completion: a Survey Luis Roldão Raoul de Charette Anne Verroust-Blondet 3DV 12 92 0 12 Mar 2021
Juggling With Representations: On the Information Transfer Between Imagery, Point Clouds, and Meshes for Multi-Modal Semantics D. Laupheimer Norbert Haala 3DPC 29 11 0 12 Mar 2021
From a Point Cloud to a Simulation Model: Bayesian Segmentation and Entropy based Uncertainty Estimation for 3D Modelling Christina Petschnigg Markus Spitzner Lucas Weitzendorf J. Pilz 3DPC 3DV 10 3 0 04 Feb 2021
Towards Generalising Neural Implicit Representations Theo W. Costain V. Prisacariu 23 2 0 29 Jan 2021
CLOI: An Automated Benchmark Framework For Generating Geometric Digital Twins Of Industrial Facilities E. Agapaki I. Brilakis 11 10 0 05 Jan 2021
Semantics for Robotic Mapping, Perception and Interaction: A Survey Sourav Garg Niko Sünderhauf Feras Dayoub D. Morrison Akansel Cosgun ... Tat-Jun Chin Ian Reid Stephen Gould Peter Corke Michael Milford 6 115 0 02 Jan 2021
Instance Segmentation of Industrial Point Cloud Data E. Agapaki I. Brilakis 3DV 22 13 0 24 Dec 2020
Uncertainty Estimation in Deep Neural Networks for Point Cloud Segmentation in Factory Planning Christina Petschnigg Juergen Pilz UQCV 3DPC 8 7 0 13 Dec 2020
AMVNet: Assertion-based Multi-View Fusion Network for LiDAR Semantic Segmentation Venice Erin Liong Thi Ngoc Tho Nguyen S. Widjaja Dhananjai Sharma Z. J. Chong 3DPC 132 109 0 09 Dec 2020
Domain Adaptation in LiDAR Semantic Segmentation by Aligning Class Distributions Inigo Alonso L. Riazuelo Luis Montesano Ana C. Murillo 3DPC OOD 46 29 0 23 Oct 2020
Semantic scene synthesis: Application to assistive systems Chayma Zatout S. Larabi 9 0 0 09 Aug 2020
Are We Hungry for 3D LiDAR Data for Semantic Segmentation? A Survey and Experimental Study Biao Gao Yancheng Pan Chengkun Li Sibo Geng Huijing Zhao 3DPC 11 25 0 08 Jun 2020
Variational Shape Approximation of Point Set Surfaces Martin Skrodzki Eric Zimmermann K. Polthier 3DV 3DPC 11 9 0 03 May 2020
SqueezeSegV3: Spatially-Adaptive Convolution for Efficient Point-Cloud Segmentation Chenfeng Xu Bichen Wu Zining Wang Wei Zhan Peter Vajda Kurt Keutzer M. Tomizuka 3DPC 12 349 0 03 Apr 2020
LiDARNet: A Boundary-Aware Domain Adaptation Model for Point Cloud Semantic Segmentation Peng-Tao Jiang Srikanth Saripalli 3DPC 38 15 0 02 Mar 2020
Deep Learning for 3D Point Clouds: A Survey Yulan Guo Hanyun Wang Qingyong Hu Hao Liu Li Liu Bennamoun 3DPC 8 1,631 0 27 Dec 2019
Joint 2D-3D-Semantic Data for Indoor Scene Understanding Iro Armeni S. Sax Amir Zamir Silvio Savarese 3DV 3DPC 113 864 0 03 Feb 2017