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 36 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 34 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 24 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 24 2 0 14 Aug 2023
Adversarial Attacks and Defenses on 3D Point Cloud Classification: A Survey Hanieh Naderi Ivan V. Bajić 3DPC 31 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 33 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 28 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 Erik Cambria 3DPC 26 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 22 6 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 29 10 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 27 8 0 24 Oct 2022
3D Vision with Transformers: A Survey Jean Lahoud Jiale Cao Fahad Shahbaz Khan Hisham Cholakkal Rao Muhammad Anwer Salman Khan Ming Yang ViT MedIm 34 32 0 08 Aug 2022
Automatic Segmentation of Aircraft Dents in Point Clouds P. Lafiosca Ip-Shing Fan Nicolas P. Avdelidis 3DPC 14 2 0 03 May 2022
Sequential Point Clouds: A Survey Haiyan Wang Yingli Tian 3DPC 47 5 0 20 Apr 2022
Contrastive Boundary Learning for Point Cloud Segmentation Liyao Tang Yibing Zhan Zhe Chen Baosheng Yu Dacheng Tao 3DPC 22 102 0 10 Mar 2022
Understanding the Challenges When 3D Semantic Segmentation Faces Class Imbalanced and OOD Data Yancheng Pan Fan Xie Huijing Zhao CVBM 28 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 21 71 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 20 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 14 8 0 18 Dec 2021
Clustering performance analysis using a new correlation-based cluster validity index Nathakhun Wiroonsri 21 18 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 19 62 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 30 31 0 20 Jul 2021
Few-Shot Meta-Learning on Point Cloud for Semantic Segmentation Xudong Li Li Feng Leiyuan Li Chen Wang 3DPC 11 8 0 07 Apr 2021
3D Semantic Scene Completion: a Survey Luis Roldão Raoul de Charette Anne Verroust-Blondet 3DV 28 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 37 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 21 3 0 04 Feb 2021
Towards Generalising Neural Implicit Representations Theo W. Costain V. Prisacariu 39 2 0 29 Jan 2021
CLOI: An Automated Benchmark Framework For Generating Geometric Digital Twins Of Industrial Facilities E. Agapaki I. Brilakis 16 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 24 115 0 02 Jan 2021
Instance Segmentation of Industrial Point Cloud Data E. Agapaki I. Brilakis 3DV 30 14 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 137 110 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 56 29 0 23 Oct 2020
Semantic scene synthesis: Application to assistive systems Chayma Zatout S. Larabi 14 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 19 25 0 08 Jun 2020
Variational Shape Approximation of Point Set Surfaces Martin Skrodzki Eric Zimmermann K. Polthier 3DV 3DPC 22 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 Masayoshi Tomizuka 3DPC 33 353 0 03 Apr 2020
LiDARNet: A Boundary-Aware Domain Adaptation Model for Point Cloud Semantic Segmentation Peng-Tao Jiang Srikanth Saripalli 3DPC 45 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 27 1,644 0 27 Dec 2019
Joint 2D-3D-Semantic Data for Indoor Scene Understanding Iro Armeni S. Sax Amir Zamir Silvio Savarese 3DV 3DPC 115 877 0 03 Feb 2017