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1912.12033
Cited By
Deep Learning for 3D Point Clouds: A Survey
27 December 2019
Yulan Guo
Hanyun Wang
Qingyong Hu
Hao Liu
Li Liu
Bennamoun
3DPC
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Papers citing
"Deep Learning for 3D Point Clouds: A Survey"
40 / 140 papers shown
Title
Sequential Point Cloud Prediction in Interactive Scenarios: A Survey
Haowen Wang
Zirui Li
Jian-wei Gong
3DPC
13
1
0
15 Sep 2021
MBDF-Net: Multi-Branch Deep Fusion Network for 3D Object Detection
Xun Tan
Xingyu Chen
Guowei Zhang
Jishiyu Ding
Xuguang Lan
3DPC
16
11
0
29 Aug 2021
Differentiable Convolution Search for Point Cloud Processing
Xing Nie
Yongcheng Liu
Shaohong Chen
Jianlong Chang
Chunlei Huo
Gaofeng Meng
Qi Tian
Weiming Hu
Chunhong Pan
3DPC
35
6
0
29 Aug 2021
SSR: Semi-supervised Soft Rasterizer for single-view 2D to 3D Reconstruction
I. Laradji
P. Rodríguez
David Vazquez
Derek Nowrouzezahrai
3DV
10
3
0
21 Aug 2021
Investigating Attention Mechanism in 3D Point Cloud Object Detection
Shi Qiu
Yunfan Wu
Saeed Anwar
Chongyi Li
3DPC
15
29
0
02 Aug 2021
Learning without Forgetting for 3D Point Cloud Objects
T. Chowdhury
Mahira Jalisha
A. Cheraghian
Shafin Rahman
3DPC
19
9
0
27 Jun 2021
3D Object Detection for Autonomous Driving: A Survey
Rui Qian
Xin Lai
Xirong Li
3DPC
24
311
0
21 Jun 2021
Scalars are universal: Equivariant machine learning, structured like classical physics
Soledad Villar
D. Hogg
Kate Storey-Fisher
Weichi Yao
Ben Blum-Smith
PINN
AI4CE
19
130
0
11 Jun 2021
A Survey on Deep Domain Adaptation for LiDAR Perception
Larissa T. Triess
M. Dreissig
Christoph B. Rist
J. Marius Zöllner
31
66
0
04 Jun 2021
Local Latent Representation based on Geometric Convolution for Particle Data Feature Exploration
Haoyu Li
Han-Wei Shen
3DPC
8
2
0
27 May 2021
Dual Transformer for Point Cloud Analysis
Xian-Feng Han
Yi-Fei Jin
Hui Cheng
Guoqiang Xiao
ViT
34
72
0
27 Apr 2021
On the Role of Sensor Fusion for Object Detection in Future Vehicular Networks
Valentina Rossi
Paolo Testolina
M. Giordani
M. Zorzi
18
8
0
23 Apr 2021
Deep Implicit Moving Least-Squares Functions for 3D Reconstruction
Shilin Liu
Haoxiang Guo
Hao Pan
Peng-Shuai Wang
Xin Tong
Yang Liu
3DPC
3DV
21
97
0
23 Mar 2021
3D Semantic Scene Completion: a Survey
Luis Roldão
Raoul de Charette
Anne Verroust-Blondet
3DV
17
92
0
12 Mar 2021
Mixed Reality Interaction Techniques
Jens Grubert
10
3
0
10 Mar 2021
Style-based Point Generator with Adversarial Rendering for Point Cloud Completion
Chulin Xie
Chuxin Wang
Bo Zhang
Hao-Yu Yang
Dong Chen
Fang Wen
3DPC
23
82
0
03 Mar 2021
Self-Supervised Multi-View Learning via Auto-Encoding 3D Transformations
Xiang Gao
Wei Hu
Guo-Jun Qi
21
6
0
01 Mar 2021
PvDeConv: Point-Voxel Deconvolution for Autoencoding CAD Construction in 3D
K. Cherenkova
Djamila Aouada
Gleb Gusev
3DPC
45
15
0
12 Jan 2021
Deep Continuous Fusion for Multi-Sensor 3D Object Detection
Ming Liang
Binh Yang
Shenlong Wang
R. Urtasun
3DPC
183
837
0
20 Dec 2020
Spherical Interpolated Convolutional Network with Distance-Feature Density for 3D Semantic Segmentation of Point Clouds
Guangming Wang
Yehui Yang
Huixin Zhang
Zhe Liu
Hesheng Wang
3DPC
21
25
0
27 Nov 2020
SpinNet: Learning a General Surface Descriptor for 3D Point Cloud Registration
Sheng Ao
Qingyong Hu
Bo Yang
Andrew Markham
Yulan Guo
3DPC
OOD
25
271
0
24 Nov 2020
On the Universality of Rotation Equivariant Point Cloud Networks
Nadav Dym
Haggai Maron
3DPC
11
78
0
06 Oct 2020
TearingNet: Point Cloud Autoencoder to Learn Topology-Friendly Representations
Jiahao Pang
Duanshun Li
Dong Tian
3DPC
13
40
0
17 Jun 2020
Autonomous Driving with Deep Learning: A Survey of State-of-Art Technologies
Yu Huang
Yue Chen
3DPC
29
81
0
10 Jun 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
Dense-Resolution Network for Point Cloud Classification and Segmentation
Shi Qiu
Saeed Anwar
Nick Barnes
3DPC
6
92
0
14 May 2020
Self-Supervised Learning for Domain Adaptation on Point-Clouds
Idan Achituve
Haggai Maron
Gal Chechik
3DPC
24
160
0
29 Mar 2020
OccuSeg: Occupancy-aware 3D Instance Segmentation
Lei Han
Tian Zheng
Lan Xu
Lu Fang
3DPC
150
256
0
14 Mar 2020
Point-GNN: Graph Neural Network for 3D Object Detection in a Point Cloud
Weijing Shi
Ragunathan
R. Rajkumar
3DPC
139
731
0
02 Mar 2020
A Survey on Deep Geometry Learning: From a Representation Perspective
Yun-Peng Xiao
Yu-Kun Lai
Fang-Lue Zhang
Chunpeng Li
Lin Gao
3DH
AI4TS
30
99
0
19 Feb 2020
ImVoteNet: Boosting 3D Object Detection in Point Clouds with Image Votes
C. Qi
Xinlei Chen
Or Litany
Leonidas J. Guibas
3DPC
182
245
0
29 Jan 2020
Object as Hotspots: An Anchor-Free 3D Object Detection Approach via Firing of Hotspots
Qi Chen
Lin Sun
Zhixin Wang
K. Jia
Alan Yuille
3DPC
156
167
0
30 Dec 2019
RandLA-Net: Efficient Semantic Segmentation of Large-Scale Point Clouds
Qingyong Hu
Bo Yang
Linhai Xie
Stefano Rosa
Yulan Guo
Zhihua Wang
A. Trigoni
Andrew Markham
3DPC
24
1,454
0
25 Nov 2019
Unsupervised Multi-Task Feature Learning on Point Clouds
Kaveh Hassani
Mike Haley
SSL
3DPC
109
193
0
18 Oct 2019
Multi-view PointNet for 3D Scene Understanding
M. Jaritz
Jiayuan Gu
Hao Su
3DPC
141
158
0
30 Sep 2019
DensePoint: Learning Densely Contextual Representation for Efficient Point Cloud Processing
Yongcheng Liu
Bin Fan
Gaofeng Meng
Jiwen Lu
Shiming Xiang
Chunhong Pan
3DPC
115
269
0
09 Sep 2019
A Graph-CNN for 3D Point Cloud Classification
Yingxue Zhang
Michael G. Rabbat
3DPC
107
158
0
28 Nov 2018
BirdNet: a 3D Object Detection Framework from LiDAR information
Jorge Beltrán
Carlos Guindel
Francisco Miguel Moreno
Daniel Cruzado
F. García
A. D. L. Escalera
3DPC
132
250
0
03 May 2018
SpiderCNN: Deep Learning on Point Sets with Parameterized Convolutional Filters
Yifan Xu
Tianqi Fan
Mingye Xu
Long Zeng
Yu Qiao
3DV
3DPC
150
766
0
30 Mar 2018
Vote3Deep: Fast Object Detection in 3D Point Clouds Using Efficient Convolutional Neural Networks
Martin Engelcke
Dushyant Rao
Dominic Zeng Wang
Chi Hay Tong
Ingmar Posner
3DPC
190
520
0
21 Sep 2016
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