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1711.09869
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Large-scale Point Cloud Semantic Segmentation with Superpoint Graphs
27 November 2017
Loic Landrieu
M. Simonovsky
GNN
3DPC
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Papers citing
"Large-scale Point Cloud Semantic Segmentation with Superpoint Graphs"
50 / 514 papers shown
MVP-Net: Multiple View Pointwise Semantic Segmentation of Large-Scale Point Clouds
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Xiaohan Li
Nuo Cheng
Han Li
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Pu Li
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206
15
0
30 Jan 2022
Benchmarking Robustness of 3D Point Cloud Recognition Against Common Corruptions
Jiachen Sun
Qingzhao Zhang
B. Kailkhura
Zhiding Yu
Chaowei Xiao
Z. Morley Mao
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211
110
0
28 Jan 2022
Predicting Vegetation Stratum Occupancy from Airborne LiDAR Data with Deep Learning
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E. Kalinicheva
Loic Landrieu
Clement Mallet
N. Chehata
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119
7
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20 Jan 2022
SensatUrban: Learning Semantics from Urban-Scale Photogrammetric Point Clouds
International Journal of Computer Vision (IJCV), 2022
Qingyong Hu
Bo Yang
Sheikh Khalid
W. Xiao
Niki Trigoni
Andrew Markham
3DPC
166
117
0
12 Jan 2022
Box2Seg: Learning Semantics of 3D Point Clouds with Box-Level Supervision
Wenshu Fan
Qingyong Hu
Yinjie Lei
Kai Xu
Jonathan Li
Yulan Guo
3DPC
127
14
0
09 Jan 2022
Not All Voxels Are Equal: Semantic Scene Completion from the Point-Voxel Perspective
AAAI Conference on Artificial Intelligence (AAAI), 2021
Xiaokang Chen
Jiaxiang Tang
Jingbo Wang
Gang Zeng
3DPC
GNN
231
34
0
24 Dec 2021
On Adversarial Robustness of Point Cloud Semantic Segmentation
Jiacen Xu
Zhe Zhou
Boyuan Feng
Yufei Ding
Zhou Li
3DPC
AAML
492
5
0
11 Dec 2021
PRA-Net: Point Relation-Aware Network for 3D Point Cloud Analysis
Shuyang Cheng
Xiwu Chen
Xinwei He
Yanfeng Guo
X. Bai
3DPC
251
162
0
09 Dec 2021
3D Medical Point Transformer: Introducing Convolution to Attention Networks for Medical Point Cloud Analysis
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Chaoyi Zhang
Heng Wang
Dingxin Zhang
Yang Song
Tiange Xiang
Dongnan Liu
Weidong (Tom) Cai
ViT
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193
44
0
09 Dec 2021
Fast Point Transformer
Chunghyun Park
Yoonwoo Jeong
Minsu Cho
Jaesik Park
3DPC
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248
214
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09 Dec 2021
PTTR: Relational 3D Point Cloud Object Tracking with Transformer
Computer Vision and Pattern Recognition (CVPR), 2021
Changqing Zhou
Zhipeng Luo
Yueru Luo
Tianrui Liu
Liang Pan
Zhongang Cai
Haiyu Zhao
Shijian Lu
ViT
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601
120
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06 Dec 2021
Mesh Convolution with Continuous Filters for 3D Surface Parsing
Huan Lei
Naveed Akhtar
M. Shah
Lin Wang
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447
11
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03 Dec 2021
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Abdullah Hamdi
Silvio Giancola
Guohao Li
3DPC
244
29
0
30 Nov 2021
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Lingdong Kong
N. Quader
Venice Erin Liong
337
58
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30 Nov 2021
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Jianan Li
Lihe Ding
Ying Wang
Tingfa Xu
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145
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28 Nov 2021
CpT: Convolutional Point Transformer for 3D Point Cloud Processing
Chaitanya Kaul
Joshua Mitton
H. Dai
Roderick Murray-Smith
3DPC
114
11
0
21 Nov 2021
Generating Unrestricted 3D Adversarial Point Clouds
Xuelong Dai
Yanjie Li
Hua Dai
Bin Xiao
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229
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17 Nov 2021
Learning Scene Dynamics from Point Cloud Sequences
Pan He
Patrick Emami
Sanjay Ranka
Anand Rangarajan
3DPC
162
22
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16 Nov 2021
Background-Aware 3D Point Cloud Segmentationwith Dynamic Point Feature Aggregation
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2021
Jiajing Chen
Burak Kakillioglu
Senem Velipasalar
3DPC
150
41
0
14 Nov 2021
Edge-Cloud Polarization and Collaboration: A Comprehensive Survey for AI
IEEE Transactions on Knowledge and Data Engineering (TKDE), 2021
Jiangchao Yao
Shengyu Zhang
Yang Yao
Feng Wang
Jianxin Ma
...
Kun Kuang
Chao-Xiang Wu
Leilei Gan
Jingren Zhou
Hongxia Yang
389
144
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11 Nov 2021
3D Siamese Voxel-to-BEV Tracker for Sparse Point Clouds
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Lingpeng Wang
Mingmei Cheng
Jin Xie
Zhiqiang Wang
3DPC
204
94
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08 Nov 2021
Interpreting Representation Quality of DNNs for 3D Point Cloud Processing
Wen Shen
Qihan Ren
Dongrui Liu
Quanshi Zhang
3DPC
212
23
0
05 Nov 2021
Learning Distilled Collaboration Graph for Multi-Agent Perception
Neural Information Processing Systems (NeurIPS), 2021
Yiming Li
Shunli Ren
Pengxiang Wu
Siheng Chen
Chen Feng
Wenjun Zhang
389
345
0
01 Nov 2021
Two Heads are Better than One: Geometric-Latent Attention for Point Cloud Classification and Segmentation
British Machine Vision Conference (BMVC), 2021
Hanz Cuevas-Velasquez
Antonio Javier Gallego
Robert B. Fisher
3DPC
118
1
0
30 Oct 2021
ASSANet: An Anisotropic Separable Set Abstraction for Efficient Point Cloud Representation Learning
Neural Information Processing Systems (NeurIPS), 2021
Guocheng Qian
Hasan Hammoud
Guohao Li
Ali K. Thabet
Guohao Li
3DPC
290
96
0
20 Oct 2021
Spatial-Temporal Transformer for 3D Point Cloud Sequences
Yimin Wei
Hao Liu
Tingting Xie
Qiuhong Ke
Yulan Guo
3DPC
ViT
AI4TS
175
45
0
19 Oct 2021
Guided Point Contrastive Learning for Semi-supervised Point Cloud Semantic Segmentation
Li Jiang
Shaoshuai Shi
Zhuotao Tian
Xin Lai
Shu Liu
Chi-Wing Fu
Jiaya Jia
SSL
3DPC
324
133
0
15 Oct 2021
Continuous Conditional Random Field Convolution for Point Cloud Segmentation
Pattern Recognition (Pattern Recogn.), 2021
Fei Yang
Franck Davoine
Huan Wang
Zhong Jin
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222
40
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12 Oct 2021
BuildingNet: Learning to Label 3D Buildings
IEEE International Conference on Computer Vision (ICCV), 2021
Pratheba Selvaraju
Mohamed Nabail
Marios Loizou
Maria I. Maslioukova
Melinos Averkiou
Andreas C. Andreou
S. Chaudhuri
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180
48
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11 Oct 2021
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W. Yao
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313
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04 Oct 2021
Meta-Aggregator: Learning to Aggregate for 1-bit Graph Neural Networks
IEEE International Conference on Computer Vision (ICCV), 2021
Yongcheng Jing
Yiding Yang
Xinchao Wang
Xiuming Zhang
Dacheng Tao
224
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0
27 Sep 2021
GSIP: Green Semantic Segmentation of Large-Scale Indoor Point Clouds
Pattern Recognition Letters (PR), 2021
Min Zhang
Pranav Kadam
Shan Liu
C.-C. Jay Kuo
3DPC
169
18
0
24 Sep 2021
SPNet: Multi-Shell Kernel Convolution for Point Cloud Semantic Segmentation
International Symposium on Visual Computing (ISVC), 2021
Yu-yang Li
Chuanmao Fan
Xu Wang
Ye Duan
3DPC
162
4
0
23 Sep 2021
Multi-resolution deep learning pipeline for dense large scale point clouds
T. Richard
F. Dupont
Guillaume Lavoué
3DPC
136
0
0
23 Sep 2021
Efficient Urban-scale Point Clouds Segmentation with BEV Projection
Zhenhong Zou
Yizhe Li
3DPC
139
10
0
19 Sep 2021
An End-to-End Transformer Model for 3D Object Detection
Ishan Misra
Rohit Girdhar
Armand Joulin
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434
573
0
16 Sep 2021
Conditionally Parameterized, Discretization-Aware Neural Networks for Mesh-Based Modeling of Physical Systems
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177
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0
15 Sep 2021
Cylindrical and Asymmetrical 3D Convolution Networks for LiDAR-based Perception
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Hui Zhou
Tai Wang
Fangzhou Hong
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Yuexin Ma
Jiaming Song
Ruigang Yang
Da Lin
3DPC
179
129
0
12 Sep 2021
FIDNet: LiDAR Point Cloud Semantic Segmentation with Fully Interpolation Decoding
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Yiming Zhao
Lin Bai
Xinming Huang
3DV
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155
79
0
08 Sep 2021
Representing Shape Collections with Alignment-Aware Linear Models
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Mathieu Aubry
Loïc Landrieu
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170
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J. Nättilä
154
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CPFN: Cascaded Primitive Fitting Networks for High-Resolution Point Clouds
IEEE International Conference on Computer Vision (ICCV), 2021
Eric-Tuan Lê
Minhyuk Sung
Duygu Ceylan
R. Měch
T. Boubekeur
Niloy J. Mitra
3DPC
232
42
0
31 Aug 2021
Differentiable Convolution Search for Point Cloud Processing
IEEE International Conference on Computer Vision (ICCV), 2021
Xing Nie
Yongcheng Liu
Shaohong Chen
Jianlong Chang
Chunlei Huo
Gaofeng Meng
Qi Tian
Weiming Hu
Chunhong Pan
3DPC
193
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29 Aug 2021
Adaptive Graph Convolution for Point Cloud Analysis
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Yidan Feng
Mingsheng Fang
Mingqiang Wei
J. Qin
Tong Lu
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229
168
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An Evaluation of RGB and LiDAR Fusion for Semantic Segmentation
Amr S. Mohamed
A. Abdelkader
M. Anany
Omar El-Behady
M. Faisal
Asser Hangal
Hesham M. Eraqi
Mohamed Moustafa
124
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0
17 Aug 2021
Instance Segmentation in 3D Scenes using Semantic Superpoint Tree Networks
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Zhihao Li
Songcen Xu
Zhuliang Yu
Kui Jia
3DPC
187
160
0
17 Aug 2021
PnP-3D: A Plug-and-Play for 3D Point Clouds
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Saeed Anwar
Nick Barnes
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182
42
0
16 Aug 2021
Generative Zero-Shot Learning for Semantic Segmentation of 3D Point Clouds
International Conference on 3D Vision (3DV), 2021
Bjoern Michele
Alexandre Boulch
Gilles Puy
Maxime Bucher
Renaud Marlet
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DiffM
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509
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13 Aug 2021
PVT: Point-Voxel Transformer for Point Cloud Learning
International Journal of Intelligent Systems (IJIS), 2021
Cheng Zhang
Haocheng Wan
Xinyi Shen
Zizhao Wu
3DPC
ViT
345
111
0
13 Aug 2021
Learning with Noisy Labels for Robust Point Cloud Segmentation
IEEE International Conference on Computer Vision (ICCV), 2021
Shuquan Ye
Dongdong Chen
Songfang Han
Jing Liao
3DPC
262
59
0
29 Jul 2021
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