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1908.08854
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Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation
23 August 2019
Yuxing Xie
Jiaojiao Tian
Xiaoxiang Zhu
3DPC
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Papers citing
"Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation"
40 / 40 papers shown
Harnessing Deep Learning of Point Clouds for Inverse Control of 3D Shape Morphing
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Occluded Person Re-Identification with Deep Learning: A Survey and Perspectives
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Enhao Ning
Changshuo Wang
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Prayag Tiwari
347
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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
322
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24 Oct 2023
Self-Supervised Pre-Training Boosts Semantic Scene Segmentation on LiDAR Data
Mariona Carós
Ariadna Just
Santi Seguí
Jordi Vitrià
SSL
3DPC
261
4
0
05 Sep 2023
A One Stop 3D Target Reconstruction and multilevel Segmentation Method
Jinfeng Xu
Wei Zhao
Zhiyan Tang
X. Gan
3DV
271
4
0
14 Aug 2023
Adversarial Attacks and Defenses on 3D Point Cloud Classification: A Survey
IEEE Access (IEEE Access), 2023
Hanieh Naderi
Ivan V. Bajić
3DPC
479
12
0
01 Jul 2023
Irregular Change Detection in Sparse Bi-Temporal Point Clouds using Learned Place Recognition Descriptors and Point-to-Voxel Comparison
IEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2023
Nikolaos Stathoulopoulos
A. Koval
G. Nikolakopoulos
3DPC
264
7
0
27 Jun 2023
All Points Matter: Entropy-Regularized Distribution Alignment for Weakly-supervised 3D Segmentation
Neural Information Processing Systems (NeurIPS), 2023
Liyao Tang
Zhe Chen
Shanshan Zhao
Chaoyue Wang
Dacheng Tao
333
21
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 Zhang
Xin Chen
Tao Chen
Erik Cambria
3DPC
270
1
0
20 Apr 2023
From CAD models to soft point cloud labels: An automatic annotation pipeline for cheaply supervised 3D semantic segmentation
Remote Sensing (RS), 2023
Galadrielle Humblot-Renaux
S. B. Jensen
Andreas Møgelmose
SSeg
3DPC
NoLa
381
7
0
06 Feb 2023
Geo-Information Harvesting from Social Media Data
IEEE Geoscience and Remote Sensing Magazine (GRSM), 2022
Xiao Xiang Zhu
Yuanyuan Wang
M. Kochupillai
Martin Werner
Matthias Häberle
...
D. Tuia
Alex Levering
Nathan Jacobs
Anna M. Kruspe
Karam Abdulahhad
256
17
0
01 Nov 2022
BoundED: Neural Boundary and Edge Detection in 3D Point Clouds via Local Neighborhood Statistics
Isprs Journal of Photogrammetry and Remote Sensing (JIPRS), 2022
Lukas Bode
Michael Weinmann
Reinhard Klein University of Bonn
3DPC
265
13
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-Hsuan Yang
ViT
MedIm
316
44
0
08 Aug 2022
Automatic Segmentation of Aircraft Dents in Point Clouds
SAE technical paper series (SAE), 2022
P. Lafiosca
Ip-Shing Fan
Nicolas P. Avdelidis
3DPC
131
7
0
03 May 2022
Sequential Point Clouds: A Survey
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Haiyan Wang
Yingli Tian
3DPC
387
17
0
20 Apr 2022
Contrastive Boundary Learning for Point Cloud Segmentation
Computer Vision and Pattern Recognition (CVPR), 2022
Liyao Tang
Yibing Zhan
Zhe Chen
Baosheng Yu
Dacheng Tao
3DPC
401
152
0
10 Mar 2022
Understanding the Challenges When 3D Semantic Segmentation Faces Class Imbalanced and OOD Data
Yancheng Pan
Fan Xie
Huijing Zhao
CVBM
380
14
0
01 Mar 2022
Unsupervised Point Cloud Representation Learning with Deep Neural Networks: A Survey
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Aoran Xiao
Jiaxing Huang
Dayan Guan
Xiaoqin Zhang
Shijian Lu
Ling Shao
3DPC
414
119
0
28 Feb 2022
SnapshotNet: Self-supervised Feature Learning for Point Cloud Data Segmentation Using Minimal Labeled Data
Computer Vision and Image Understanding (CVIU), 2021
Xingye Li
Ling Zhang
Zhigang Zhu
3DPC
156
11
0
13 Jan 2022
An effective coaxiality measurement for twist drill based on line structured light sensor
IEEE Transactions on Instrumentation and Measurement (IEEE Trans. Instrum. Meas.), 2021
Ailing Cheng
Jiaojiao Ye
Fei Yang
Shufang Lu
Fei Gao
143
12
0
18 Dec 2021
Clustering performance analysis using a new correlation-based cluster validity index
Pattern Recognition (Pattern Recogn.), 2021
Nathakhun Wiroonsri
201
31
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
260
89
0
15 Sep 2021
Unsupervised Domain Adaptation in LiDAR Semantic Segmentation with Self-Supervision and Gated Adapters
IEEE International Conference on Robotics and Automation (ICRA), 2021
Mrigank Rochan
Shubhra Aich
Eduardo R. Corral-Soto
A. Nabatchian
Bingbing Liu
3DPC
228
34
0
20 Jul 2021
Few-Shot Meta-Learning on Point Cloud for Semantic Segmentation
Xudong Li
Li Feng
Leiyuan Li
Chen Wang
3DPC
143
10
0
07 Apr 2021
3D Semantic Scene Completion: a Survey
International Journal of Computer Vision (IJCV), 2021
Luis Roldão
Raoul de Charette
Anne Verroust-Blondet
3DV
440
128
0
12 Mar 2021
Juggling With Representations: On the Information Transfer Between Imagery, Point Clouds, and Meshes for Multi-Modal Semantics
Isprs Journal of Photogrammetry and Remote Sensing (ISPRS J. Photogramm. Remote Sens.), 2021
D. Laupheimer
Norbert Haala
3DPC
219
13
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
119
4
0
04 Feb 2021
Towards Generalising Neural Implicit Representations
Theo W. Costain
V. Prisacariu
294
2
0
29 Jan 2021
CLOI: An Automated Benchmark Framework For Generating Geometric Digital Twins Of Industrial Facilities
Computing in Civil Engineering (CCE), 2021
E. Agapaki
I. Brilakis
108
13
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
369
140
0
02 Jan 2021
Instance Segmentation of Industrial Point Cloud Data
Journal of computing in civil engineering (J. Comput. Civ. Eng.), 2020
E. Agapaki
I. Brilakis
3DV
222
24
0
24 Dec 2020
Uncertainty Estimation in Deep Neural Networks for Point Cloud Segmentation in Factory Planning
Christina Petschnigg
Juergen Pilz
UQCV
3DPC
179
9
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
450
134
0
09 Dec 2020
Domain Adaptation in LiDAR Semantic Segmentation by Aligning Class Distributions
International Conference on Informatics in Control, Automation and Robotics (ICINCO), 2020
Inigo Alonso
L. Riazuelo
Luis Montesano
Ana C. Murillo
3DPC
OOD
289
31
0
23 Oct 2020
Semantic scene synthesis: Application to assistive systems
Chayma Zatout
S. Larabi
148
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
350
27
0
08 Jun 2020
Variational Shape Approximation of Point Set Surfaces
Computer Aided Geometric Design (CAGD), 2020
Martin Skrodzki
Eric Zimmermann
K. Polthier
3DV
3DPC
116
11
0
03 May 2020
SqueezeSegV3: Spatially-Adaptive Convolution for Efficient Point-Cloud Segmentation
European Conference on Computer Vision (ECCV), 2020
Chenfeng Xu
Bichen Wu
Zining Wang
Wei Zhan
Peter Vajda
Kurt Keutzer
Masayoshi Tomizuka
3DPC
305
428
0
03 Apr 2020
LiDARNet: A Boundary-Aware Domain Adaptation Model for Point Cloud Semantic Segmentation
Peng-Tao Jiang
Srikanth Saripalli
3DPC
388
16
0
02 Mar 2020
Deep Learning for 3D Point Clouds: A Survey
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2019
Yulan Guo
Hanyun Wang
Qingyong Hu
Hao Liu
Tianpeng Liu
Bennamoun
3DPC
550
2,146
0
27 Dec 2019
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