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Deep Learning for 3D Point Clouds: A Survey

27 December 2019

Papers citing "Deep Learning for 3D Point Clouds: A Survey"

50 / 485 papers shown

Title
Point Cloud Learning with Transformer Xian-Feng Han Yuming Kuang ViT 97 34 0 28 Apr 2021
Cross-Level Cross-Scale Cross-Attention Network for Point Cloud Representation Xian-Feng Han Z. He Jia Chen Guoqiang Xiao 3DPC 55 3 0 27 Apr 2021
Dual Transformer for Point Cloud Analysis Xian-Feng Han Yi-Fei Jin Hui Cheng Guoqiang Xiao ViT 89 75 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 53 9 0 23 Apr 2021
BADet: Boundary-Aware 3D Object Detection from Point Clouds Rui Qian Xin Lai Xirong Li 3DPC 118 66 0 21 Apr 2021
An Improved Discriminative Optimization for 3D Rigid Point Cloud Registration Jia Wang Ping Wang Biao Li Ruigang Fu Junzheng Wu 3DPC 19 0 0 18 Apr 2021
Adversarial Sticker: A Stealthy Attack Method in the Physical World Xingxing Wei Yingjie Guo Jie Yu AAML 85 124 0 14 Apr 2021
SQN: Weakly-Supervised Semantic Segmentation of Large-Scale 3D Point Clouds Qingyong Hu Bo Yang Guangchi Fang Yulan Guo A. Leonardis Niki Trigoni Andrew Markham 3DPC 127 123 0 11 Apr 2021
AI perspectives in Smart Cities and Communities to enable road vehicle automation and smart traffic control Cristofer Englund E. Aksoy F. Alonso-Fernandez Martin Cooney Sepideh Pashami B. Åstrand 49 42 0 07 Apr 2021
GSECnet: Ground Segmentation of Point Clouds for Edge Computing Dong He Jie Cheng Jong-Hwan Kim 3DPC 31 1 0 05 Apr 2021
FESTA: Flow Estimation via Spatial-Temporal Attention for Scene Point Clouds Haiyan Wang Jiahao Pang M. Lodhi Yingli Tian Dong Tian 3DPC 44 40 0 01 Apr 2021
Group-Free 3D Object Detection via Transformers Ze Liu Zheng Zhang Yue Cao Han Hu Xin Tong ViT 3DPC 101 315 0 01 Apr 2021
3D Point Cloud Registration with Multi-Scale Architecture and Unsupervised Transfer Learning Sofiane Horache Jean-Emmanuel Deschaud Franccois Goulette 3DPC 79 30 0 26 Mar 2021
Equivariant Point Network for 3D Point Cloud Analysis Haiwei Chen Shichen Liu Weikai Chen Hao Li 3DPC 94 99 0 25 Mar 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 91 100 0 23 Mar 2021
Skeleton Merger: an Unsupervised Aligned Keypoint Detector Ruoxi Shi Zhengrong Xue Yang You Cewu Lu 3DPC 66 31 0 19 Mar 2021
S-AT GCN: Spatial-Attention Graph Convolution Network based Feature Enhancement for 3D Object Detection Li-e Wang Chenfei Wang Wei Wei Tianwei Lan Jun Li 3DPC 36 10 0 15 Mar 2021
3D Semantic Scene Completion: a Survey Luis Roldão Raoul de Charette Anne Verroust-Blondet 3DV 150 96 0 12 Mar 2021
Semantic Segmentation for Real Point Cloud Scenes via Bilateral Augmentation and Adaptive Fusion Shi Qiu Saeed Anwar Nick Barnes 3DPC 84 207 0 12 Mar 2021
Mixed Reality Interaction Techniques Jens Grubert 55 3 0 10 Mar 2021
Deep Learning Based 3D Segmentation: A Survey Yong-xing He Hongshan Yu Xiao-Yang Liu Zhengeng Yang Wei Sun Ajmal Mian 3DPC 128 71 0 09 Mar 2021
A Convolutional Architecture for 3D Model Embedding Arniel Labrada B. Bustos I. Sipiran 3DPC 3DV 25 5 0 05 Mar 2021
Point Cloud based Hierarchical Deep Odometry Estimation F. Nowruzi Dhanvin Kolhatkar Prince Kapoor R. Laganière BDL 3DPC 37 2 0 05 Mar 2021
Style-based Point Generator with Adversarial Rendering for Point Cloud Completion Chulin Xie Chuxin Wang Bo Zhang Hao Yang Dong Chen Fang Wen 3DPC 99 83 0 03 Mar 2021
EllipsoidNet: Ellipsoid Representation for Point Cloud Classification and Segmentation Yecheng Lyu Xinming Huang Ziming Zhang 3DPC 58 9 0 03 Mar 2021
Self-Supervised Multi-View Learning via Auto-Encoding 3D Transformations Xiang Gao Wei Hu Guo-Jun Qi 78 6 0 01 Mar 2021
FPS-Net: A Convolutional Fusion Network for Large-Scale LiDAR Point Cloud Segmentation Aoran Xiao Xiaofei Yang Shijian Lu Dayan Guan Jiaxing Huang 3DPC 68 49 0 01 Mar 2021
Spherical Message Passing for 3D Graph Networks Yi Liu Limei Wang Meng Liu Xuan Zhang Bora Oztekin Shuiwang Ji GNN 84 207 0 09 Feb 2021
Generative Models as Distributions of Functions Emilien Dupont Yee Whye Teh Arnaud Doucet 92 109 0 09 Feb 2021
Deep Learning for Scene Classification: A Survey Delu Zeng Minyu Liao M. Tavakolian Yulan Guo Bolei Zhou D. Hu M. Pietikäinen Li Liu VLM 121 27 0 26 Jan 2021
Machine Learning in LiDAR 3D point clouds F. P. Medina Randy Paffenroth 3DPC 11 3 0 22 Jan 2021
PvDeConv: Point-Voxel Deconvolution for Autoencoding CAD Construction in 3D K. Cherenkova Djamila Aouada Gleb Gusev 3DPC 88 16 0 12 Jan 2021
PointCutMix: Regularization Strategy for Point Cloud Classification Jinlai Zhang Lvjie Chen Bojun Ouyang Binbin Liu Jihong Zhu Yujing Chen Yanmei Meng Danfeng Wu 3DPC 100 115 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 185 117 0 02 Jan 2021
CorrNet3D: Unsupervised End-to-end Learning of Dense Correspondence for 3D Point Clouds Yiming Zeng Y. Qian Zhiyu Zhu Junhui Hou Hui Yuan Ying He 3DPC 181 68 0 31 Dec 2020
Generalized Operating Procedure for Deep Learning: an Unconstrained Optimal Design Perspective Shen Chen Mingwei Zhang Jiamin Cui Wei Yao CVBM 36 0 0 31 Dec 2020
Semantic Segmentation on Swiss3DCities: A Benchmark Study on Aerial Photogrammetric 3D Pointcloud Dataset G. Can Dario Mantegazza Gabriele Abbate S. Chappuis Alessandro Giusti 3DPC 71 48 0 23 Dec 2020
Segmentation of structural parts of rosebush plants with 3D point-based deep learning methods Kaya Turgut H. Dutagaci G. Galopin David Rousseau 3DPC 3DV 102 47 0 21 Dec 2020
Recent advances in deep learning theory Fengxiang He Dacheng Tao AI4CE 130 51 0 20 Dec 2020
On Learning the Right Attention Point for Feature Enhancement Liqiang Lin Pengdi Huang FU Chi-Wing XU Kai Hao Zhang Hui Huang 3DPC 70 8 0 11 Dec 2020
ODFNet: Using orientation distribution functions to characterize 3D point clouds Y. Sahin Alican Mertan Gözde B. Ünal 3DPC 110 7 0 08 Dec 2020
ChartPointFlow for Topology-Aware 3D Point Cloud Generation Takumi Kimura Takashi Matsubara K. Uehara 3DPC 94 8 0 04 Dec 2020
DiffusionNet: Discretization Agnostic Learning on Surfaces Nicholas Sharp Souhaib Attaiki Keenan Crane M. Ovsjanikov 3DH 99 210 0 01 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 54 25 0 27 Nov 2020
Unsupervised Object Detection with LiDAR Clues Haofei Tian Yuntao Chen Jifeng Dai Zhaoxiang Zhang Xizhou Zhu 3DPC 100 28 0 25 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 117 282 0 24 Nov 2020
SimTreeLS: Simulating aerial and terrestrial laser scans of trees F. Westling M. Bryson J. Underwood 3DPC 32 9 0 24 Nov 2020
On Adversarial Robustness of 3D Point Cloud Classification under Adaptive Attacks Jiachen Sun Karl Koenig Yulong Cao Qi Alfred Chen Z. Morley Mao 3DPC 92 20 0 24 Nov 2020
Deep learning for video game genre classification Yuhang Jiang Lukun Zheng AI4TS VLM 46 15 0 21 Nov 2020
MoNet: Motion-based Point Cloud Prediction Network Fan Lu Guang Chen Yinlong Liu Zhijun Li Sanqing Qu Tianpei Zou 3DPC 71 34 0 21 Nov 2020