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MeteorNet: Deep Learning on Dynamic 3D Point Cloud Sequences

IEEE International Conference on Computer Vision (ICCV), 2019

21 October 2019

Papers citing "MeteorNet: Deep Learning on Dynamic 3D Point Cloud Sequences"

46 / 146 papers shown

Title
Learning Parallel Dense Correspondence from Spatio-Temporal Descriptors for Efficient and Robust 4D ReconstructionComputer Vision and Pattern Recognition (CVPR), 2021 Jiapeng Tang Dan Xu Kui Jia Lei Zhang 3DPC 3DH 125 42 0 30 Mar 2021
Offboard 3D Object Detection from Point Cloud SequencesComputer Vision and Pattern Recognition (CVPR), 2021 C. Qi Yin Zhou Mahyar Najibi Pei Sun Khoa T. Vo Boyang Deng Dragomir Anguelov 3DPC 310 200 0 08 Mar 2021
Scalable Scene Flow from Point Clouds in the Real WorldIEEE Robotics and Automation Letters (RA-L), 2021 P. Jund Chris Sweeney N. Abdo Zhiwen Chen Jonathon Shlens 3DPC 481 59 0 01 Mar 2021
Weakly Supervised Learning of Rigid 3D Scene FlowComputer Vision and Pattern Recognition (CVPR), 2021 Zan Gojcic Or Litany A. Wieser Leonidas Guibas Tolga Birdal 3DPC 276 99 0 17 Feb 2021
MultiBodySync: Multi-Body Segmentation and Motion Estimation via 3D Scan SynchronizationComputer Vision and Pattern Recognition (CVPR), 2021 Jiahui Huang He Wang Tolga Birdal Minhyuk Sung F. Arrigoni Shimin Hu Leonidas Guibas 3DPC 345 59 0 17 Jan 2021
Fast and Furious: Real Time End-to-End 3D Detection, Tracking and Motion Forecasting with a Single Convolutional Net Wenjie Luo Binh Yang R. Urtasun 3DPC 216 664 0 22 Dec 2020
Human Action Recognition from Various Data Modalities: A ReviewIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020 Zehua Sun Qiuhong Ke Hossein Rahmani Mohammed Bennamoun Gang Wang Jun Liu MU 580 685 0 22 Dec 2020
Anchor-Based Spatio-Temporal Attention 3D Convolutional Networks for Dynamic 3D Point Cloud SequencesIEEE Transactions on Instrumentation and Measurement (IEEE Trans. Instrum. Meas.), 2020 Guangming Wang Muyao Chen Hanwen Liu Yehui Yang Yanfeng Guo Hesheng Wang 3DPC 138 29 0 20 Dec 2020
Temporal LiDAR Frame Prediction for Autonomous DrivingInternational Conference on 3D Vision (3DV), 2020 David Deng A. Zakhor 3DPC 150 15 0 17 Dec 2020
FlowMOT: 3D Multi-Object Tracking by Scene Flow Association Guangyao Zhai Xin Kong Jinhao Cui Yong Liu Zhen Yang VOT 3DPC 207 22 0 14 Dec 2020
Sparse Single Sweep LiDAR Point Cloud Segmentation via Learning Contextual Shape Priors from Scene Completion Xu Yan Jiantao Gao Jie Li Ruimao Zhang Zhen Li Rui Huang Shuguang Cui 3DPC 222 329 0 07 Dec 2020
RAFT-3D: Scene Flow using Rigid-Motion EmbeddingsComputer Vision and Pattern Recognition (CVPR), 2020 Zachary Teed Gaowen Liu VGen 3DPC 310 159 0 01 Dec 2020
Occlusion Guided Scene Flow Estimation on 3D Point Clouds Bojun Ouyang D. Raviv 3DPC 270 33 0 30 Nov 2020
MoNet: Motion-based Point Cloud Prediction Network Fan Lu Guang Chen Yinlong Liu Zhijun Li Sanqing Qu Tianpei Zou 3DPC 143 41 0 21 Nov 2020
Self-Supervised Learning of Part Mobility from Point Cloud Sequence Yahao Shi Xinyu Cao Bin Zhou 3DPC 229 22 0 20 Oct 2020
Human Segmentation with Dynamic LiDAR Data Tao Zhong Wonjik Kim Masayuki Tanaka Masatoshi Okutomi 3DPC 83 1 0 16 Oct 2020
Deep Learning for 3D Point Cloud Understanding: A Survey Haoming Lu Humphrey Shi 3DPC 247 38 0 18 Sep 2020
ASAP-Net: Attention and Structure Aware Point Cloud Sequence SegmentationBritish Machine Vision Conference (BMVC), 2020 Hanwen Cao Yongyi Lu Cewu Lu Bo Pang Gongshen Liu Alan Yuille 3DPC 178 18 0 12 Aug 2020
CaSPR: Learning Canonical Spatiotemporal Point Cloud RepresentationsNeural Information Processing Systems (NeurIPS), 2020 Davis Rempe Tolga Birdal Yongheng Zhao Zan Gojcic Srinath Sridhar Leonidas Guibas 3DPC 309 75 0 06 Aug 2020
An LSTM Approach to Temporal 3D Object Detection in LiDAR Point CloudsEuropean Conference on Computer Vision (ECCV), 2020 Rui Huang Wanyue Zhang Abhijit Kundu C. Pantofaru David A. Ross Thomas Funkhouser Alireza Fathi 3DPC 202 90 0 24 Jul 2020
Pillar-based Object Detection for Autonomous Driving Yue Wang Alireza Fathi Abhijit Kundu David A. Ross C. Pantofaru Thomas Funkhouser Justin Solomon 3DPC 295 245 0 20 Jul 2020
MotionNet: Joint Perception and Motion Prediction for Autonomous Driving Based on Bird's Eye View MapsComputer Vision and Pattern Recognition (CVPR), 2020 Pengxiang Wu Siheng Chen Dimitris N. Metaxas 3DPC 208 176 0 15 Mar 2020
The Whole Is Greater Than the Sum of Its Nonrigid Parts Oshri Halimi I. Imanuel Or Litany Giovanni Trappolini Emanuele Rodolà Leonidas Guibas Ron Kimmel 3DPC 3DV 174 11 0 27 Jan 2020
Deep Learning for 3D Point Clouds: A SurveyIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2019 Yulan Guo Hanyun Wang Qingyong Hu Hao Liu Tianpeng Liu Bennamoun 3DPC 437 1,999 0 27 Dec 2019
RandLA-Net: Efficient Semantic Segmentation of Large-Scale Point CloudsComputer Vision and Pattern Recognition (CVPR), 2019 Qingyong Hu Bo Yang Linhai Xie Stefano Rosa Yulan Guo Zhihua Wang A. Trigoni Andrew Markham 3DPC 448 1,780 0 25 Nov 2019
Learning Video Representations from Correspondence ProposalsComputer Vision and Pattern Recognition (CVPR), 2019 Xingyu Liu Joon-Young Lee Hailin Jin 150 70 0 20 May 2019
4D Spatio-Temporal ConvNets: Minkowski Convolutional Neural Networks Chris Choy JunYoung Gwak Silvio Savarese 3DPC 1.3K 2,106 0 18 Apr 2019
PointRCNN: 3D Object Proposal Generation and Detection from Point Cloud Shaoshuai Shi Xiaogang Wang Jiaming Song 3DPC 360 2,715 0 11 Dec 2018
FlowNet3D: Learning Scene Flow in 3D Point Clouds Xingyu Liu C. Qi Leonidas Guibas 3DPC 246 528 0 04 Jun 2018
ECO: Efficient Convolutional Network for Online Video Understanding Mohammadreza Zolfaghari Kamaljeet Singh Thomas Brox 339 524 0 24 Apr 2018
SPLATNet: Sparse Lattice Networks for Point Cloud Processing Hang Su Varun Jampani Deqing Sun Subhransu Maji E. Kalogerakis Ming-Hsuan Yang Jan Kautz 3DPC 286 778 0 22 Feb 2018
Dynamic Graph CNN for Learning on Point Clouds Yue Wang Yongbin Sun Ziwei Liu Sanjay E. Sarma M. Bronstein Justin Solomon GNN 3DPC 845 6,903 0 24 Jan 2018
Appearance-and-Relation Networks for Video Classification Limin Wang Wei Li Wen Li Luc Van Gool 271 370 0 24 Nov 2017
Frustum PointNets for 3D Object Detection from RGB-D Data C. Qi Wen Liu Chenxia Wu Hao Su Leonidas Guibas 3DPC 448 2,441 0 22 Nov 2017
Non-local Neural Networks Xinyu Wang Ross B. Girshick Abhinav Gupta Kaiming He OffRL 1.7K 9,760 0 21 Nov 2017
VoxelNet: End-to-End Learning for Point Cloud Based 3D Object Detection Yin Zhou Oncel Tuzel 3DPC 375 4,226 0 17 Nov 2017
PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric SpaceNeural Information Processing Systems (NeurIPS), 2017 C. Qi L. Yi Hao Su Leonidas Guibas 3DPC 3DV 771 12,892 0 07 Jun 2017
Quo Vadis, Action Recognition? A New Model and the Kinetics Dataset João Carreira Andrew Zisserman 756 8,966 0 22 May 2017
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation C. Qi Hao Su Kaichun Mo Leonidas Guibas 3DH 3DPC 3DV PINN 1.2K 16,319 0 02 Dec 2016
Convolutional Two-Stream Network Fusion for Video Action Recognition Christoph Feichtenhofer A. Pinz Andrew Zisserman 367 2,720 0 22 Apr 2016
ShapeNet: An Information-Rich 3D Model Repository Angel X. Chang Thomas Funkhouser Leonidas Guibas Pat Hanrahan Qi-Xing Huang ... Shuran Song Hao Su Jianxiong Xiao L. Yi Feng Yu 3DV 441 6,089 0 09 Dec 2015
A Large Dataset to Train Convolutional Networks for Disparity, Optical Flow, and Scene Flow Estimation N. Mayer Eddy Ilg Philip Häusser Philipp Fischer Zorah Lähner Alexey Dosovitskiy Thomas Brox 3DPC 268 2,865 0 07 Dec 2015
FlowNet: Learning Optical Flow with Convolutional Networks Philipp Fischer Alexey Dosovitskiy Eddy Ilg Philip Häusser C. Hazirbas Vladimir Golkov Patrick van der Smagt Zorah Lähner Thomas Brox 3DPC 722 4,465 0 26 Apr 2015
Beyond Short Snippets: Deep Networks for Video ClassificationComputer Vision and Pattern Recognition (CVPR), 2015 Joe Yue-Hei Ng Matthew J. Hausknecht Sudheendra Vijayanarasimhan Oriol Vinyals R. Monga G. Toderici 432 2,420 0 31 Mar 2015
Long-term Recurrent Convolutional Networks for Visual Recognition and DescriptionComputer Vision and Pattern Recognition (CVPR), 2014 Jeff Donahue Lisa Anne Hendricks Marcus Rohrbach Subhashini Venugopalan S. Guadarrama Kate Saenko Trevor Darrell VLM 663 6,267 0 17 Nov 2014
Two-Stream Convolutional Networks for Action Recognition in VideosNeural Information Processing Systems (NeurIPS), 2014 Karen Simonyan Andrew Zisserman 778 7,950 0 09 Jun 2014