PC-RGNN: Point Cloud Completion and Graph Neural Network for 3D Object Detection

18 December 2020

Yanan Zhang

Di Huang

Yunhong Wang

3DPC

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Papers citing "PC-RGNN: Point Cloud Completion and Graph Neural Network for 3D Object Detection"

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Title
Multi-Task Multi-Sensor Fusion for 3D Object Detection Ming Liang Binh Yang Yun Chen Rui Hu R. Urtasun 3DPC 78 614 0 22 Dec 2020
Deep Continuous Fusion for Multi-Sensor 3D Object Detection Ming Liang Binh Yang Shenlong Wang R. Urtasun 3DPC 237 843 0 20 Dec 2020
Point-GNN: Graph Neural Network for 3D Object Detection in a Point Cloud Weijing Shi Ragunathan R. Rajkumar 3DPC 197 738 0 02 Mar 2020
PF-Net: Point Fractal Network for 3D Point Cloud Completion Zitian Huang Yikuan Yu Jiawen Xu Feng Ni Xinyi Le 3DPC 85 359 0 01 Mar 2020
3DSSD: Point-based 3D Single Stage Object Detector Zetong Yang Yanan Sun Shu Liu Jiaya Jia 3DPC 110 935 0 24 Feb 2020
Fast Point R-CNN Yilun Chen Shu Liu Xiaoyong Shen Jiaya Jia 3DPC 60 382 0 08 Aug 2019
STD: Sparse-to-Dense 3D Object Detector for Point Cloud Zetong Yang Yanan Sun Shu Liu Xiaoyong Shen Jiaya Jia 3DPC 74 739 0 22 Jul 2019
From Points to Parts: 3D Object Detection from Point Cloud with Part-aware and Part-aggregation Network Shaoshuai Shi Zhe Wang Jianping Shi Xiaogang Wang Hongsheng Li 3DPC 51 829 0 08 Jul 2019
RL-GAN-Net: A Reinforcement Learning Agent Controlled GAN Network for Real-Time Point Cloud Shape Completion M. Sarmad H. J. Lee Y. Kim 3DPC 48 180 0 28 Apr 2019
Deep Hough Voting for 3D Object Detection in Point Clouds C. Qi Or Litany Kaiming He Leonidas Guibas 3DPC 82 1,275 0 21 Apr 2019
PointPillars: Fast Encoders for Object Detection from Point Clouds Alex H. Lang Sourabh Vora Holger Caesar Lubing Zhou Jiong Yang Oscar Beijbom 3DPC 59 3,413 0 14 Dec 2018
PointRCNN: 3D Object Proposal Generation and Detection from Point Cloud Shaoshuai Shi Xiaogang Wang Hongsheng Li 3DPC 147 2,392 0 11 Dec 2018
PCN: Point Completion Network Wentao Yuan Tejas Khot David Held Christoph Mertz M. Hebert 3DPC 3DV 65 817 0 02 Aug 2018
Dynamic Graph CNN for Learning on Point Clouds Yue Wang Yongbin Sun Ziwei Liu Sanjay E. Sarma M. Bronstein Justin Solomon GNN 3DPC 225 6,102 0 24 Jan 2018
Joint 3D Proposal Generation and Object Detection from View Aggregation Jason Ku Melissa Mozifian Jungwook Lee Ali Harakeh Steven Waslander 3DPC 74 1,391 0 06 Dec 2017
Frustum PointNets for 3D Object Detection from RGB-D Data C. Qi Wen Liu Chenxia Wu Hao Su Leonidas Guibas 3DPC 130 2,257 0 22 Nov 2017
VoxelNet: End-to-End Learning for Point Cloud Based 3D Object Detection Yin Zhou Oncel Tuzel 3DPC 94 3,707 0 17 Nov 2017
PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space C. Qi L. Yi Hao Su Leonidas Guibas 3DPC 3DV 281 11,000 0 07 Jun 2017
Feature Pyramid Networks for Object Detection Nayeon Lee Piotr Dollár Ross B. Girshick Kaiming He Bharath Hariharan Serge J. Belongie ObjD 418 21,951 0 09 Dec 2016
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation C. Qi Hao Su Kaichun Mo Leonidas Guibas 3DH 3DPC 3DV PINN 401 14,191 0 02 Dec 2016
Multi-View 3D Object Detection Network for Autonomous Driving Xiaozhi Chen Huimin Ma Ji Wan Bo Li Tian Xia 3DPC 149 2,762 0 23 Nov 2016
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 229 520 0 21 Sep 2016