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PointConv: Deep Convolutional Networks on 3D Point Clouds

Computer Vision and Pattern Recognition (CVPR), 2018

17 November 2018

Papers citing "PointConv: Deep Convolutional Networks on 3D Point Clouds"

39 / 739 papers shown

Title
KeypointNet: A Large-scale 3D Keypoint Dataset Aggregated from Numerous Human AnnotationsComputer Vision and Pattern Recognition (CVPR), 2020 Yang You Yujing Lou Chengkun Li Zhoujun Cheng Liangwei Li Lizhuang Ma Weiming Wang Cewu Lu 3DH 3DV 3DPC 420 81 0 28 Feb 2020
Generalizing Convolutional Neural Networks for Equivariance to Lie Groups on Arbitrary Continuous DataInternational Conference on Machine Learning (ICML), 2020 Marc Finzi Samuel Stanton Pavel Izmailov A. Wilson 319 356 0 25 Feb 2020
FPConv: Learning Local Flattening for Point ConvolutionComputer Vision and Pattern Recognition (CVPR), 2020 Yiqun Lin Zizheng Yan Haibin Huang Dong Du Ligang Liu Shuguang Cui Xiaoguang Han 3DPC 254 164 0 25 Feb 2020
SceneEncoder: Scene-Aware Semantic Segmentation of Point Clouds with A Learnable Scene DescriptorInternational Joint Conference on Artificial Intelligence (IJCAI), 2020 Jiachen Xu Jing-yu Gong Jie Zhou Xin Tan Yuan Xie Lizhuang Ma 3DV 116 17 0 24 Jan 2020
Review: deep learning on 3D point cloudsRemote Sensing (RS), 2020 Saifullahi Aminu Bello Shangshu Yu Cheng-Yu Wang 3DPC 165 270 0 17 Jan 2020
Learning and Memorizing Representative Prototypes for 3D Point Cloud Semantic and Instance SegmentationEuropean Conference on Computer Vision (ECCV), 2020 Tong He Dong Gong Zhi Tian Chunhua Shen 3DV 179 42 0 06 Jan 2020
PV-RCNN: Point-Voxel Feature Set Abstraction for 3D Object DetectionComputer Vision and Pattern Recognition (CVPR), 2019 Shaoshuai Shi Chaoxu Guo Li Jiang Zhe Wang Jianping Shi Xiaogang Wang Jiaming Song 3DPC 379 2,058 0 31 Dec 2019
Human Correspondence Consensus for 3D Object Semantic Understanding Yujing Lou Yang You Chengkun Li Zhoujun Cheng Liangwei Li Lizhuang Ma Weiming Wang Cewu Lu 3DPC 3DH 3DV 153 2 0 29 Dec 2019
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 409 1,973 0 27 Dec 2019
Point2Node: Correlation Learning of Dynamic-Node for Point Cloud Feature ModelingAAAI Conference on Artificial Intelligence (AAAI), 2019 Wenkai Han Chenglu Wen Cheng-Yu Wang Xin Li Qing Li 3DPC 108 97 0 23 Dec 2019
JSNet: Joint Instance and Semantic Segmentation of 3D Point CloudsAAAI Conference on Artificial Intelligence (AAAI), 2019 Lin Zhao Wenbing Tao 3DV ISeg 131 120 0 20 Dec 2019
LatticeNet: Fast Point Cloud Segmentation Using Permutohedral Lattices R. Rosu Peer Schütt Jan Quenzel Sven Behnke 3DPC 3DV 211 98 0 12 Dec 2019
What You See is What You Get: Exploiting Visibility for 3D Object DetectionComputer Vision and Pattern Recognition (CVPR), 2019 Peiyun Hu Jason Ziglar David Held Deva Ramanan 3DPC 150 125 0 10 Dec 2019
Learning to Optimally Segment Point CloudsIEEE Robotics and Automation Letters (RA-L), 2019 Peiyun Hu David Held Deva Ramanan 3DPC 42 19 0 10 Dec 2019
SampleNet: Differentiable Point Cloud SamplingComputer Vision and Pattern Recognition (CVPR), 2019 Itai Lang Asaf Manor S. Avidan 3DPC 137 194 0 08 Dec 2019
Grid-GCN for Fast and Scalable Point Cloud LearningComputer Vision and Pattern Recognition (CVPR), 2019 Qiangeng Xu Xudong Sun Cho-Ying Wu Panqu Wang Ulrich Neumann 3DPC GNN 340 265 0 06 Dec 2019
PointPWC-Net: A Coarse-to-Fine Network for Supervised and Self-Supervised Scene Flow Estimation on 3D Point Clouds Wenxuan Wu Zhiyuan Wang Zhuwen Li Wei Liu Fuxin Li 3DPC 252 87 0 27 Nov 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 368 1,761 0 25 Nov 2019
Visualizing Point Cloud Classifiers by Curvature SmoothingBritish Machine Vision Conference (BMVC), 2019 Ziwen Chen Wenxuan Wu Chen Ma Fuxin Li 3DPC 81 5 0 23 Nov 2019
Verifiability and Predictability: Interpreting Utilities of Network Architectures for Point Cloud Processing Wen Shen Zhihua Wei Shikun Huang Binbin Zhang Panyue Chen Ping Zhao Quanshi Zhang 3DPC 279 1 0 20 Nov 2019
Data-Free Point Cloud Network for 3D Face Recognition Ziyu Zhang F. Da Yi Yu CVBM 3DH 3DPC 102 13 0 12 Nov 2019
Convolutional Conditional Neural ProcessesInternational Conference on Learning Representations (ICLR), 2019 Jonathan Gordon W. Bruinsma Andrew Y. K. Foong James Requeima Yann Dubois Richard Turner BDL 464 182 0 29 Oct 2019
PointRNN: Point Recurrent Neural Network for Moving Point Cloud Processing Hehe Fan Yezhou Yang 3DPC 132 103 0 18 Oct 2019
Density-Aware Convolutional Networks with Context Encoding for Airborne LiDAR Point Cloud ClassificationIsprs Journal of Photogrammetry and Remote Sensing (ISPRS J. Photogramm. Remote Sens.), 2019 Xiang Li Lingjing Wang Mingyang Wang Lingjing Wang Congcong Wen Yi Fang 3DPC 116 34 0 14 Oct 2019
Learning Continuous 3D Reconstructions for Geometrically Aware GraspingIEEE International Conference on Robotics and Automation (ICRA), 2019 Mark Van der Merwe Qingkai Lu Balakumar Sundaralingam Martin Matak Tucker Hermans 3DV 207 98 0 02 Oct 2019
Multi-view PointNet for 3D Scene Understanding M. Jaritz Jiayuan Gu Hao Su 3DPC 317 178 0 30 Sep 2019
Point Attention Network for Semantic Segmentation of 3D Point CloudsPattern Recognition (Pattern Recognit.), 2019 Mingtao Feng Liang Zhang Xuefei Lin Syed Zulqarnain Gilani Lin Wang 3DPC 202 158 0 27 Sep 2019
Learned Point Cloud Geometry Compression Jianqiang Wang Hao Zhu Zhan Ma Tong Chen Haojie Liu Qiu Shen 3DPC 118 178 0 26 Sep 2019
Hierarchical Point-Edge Interaction Network for Point Cloud Semantic SegmentationIEEE International Conference on Computer Vision (ICCV), 2019 Li Jiang Hengshuang Zhao Shu Liu Xiaoyong Shen Chi-Wing Fu Jiaya Jia 3DPC 122 204 0 23 Sep 2019
Spherical Kernel for Efficient Graph Convolution on 3D Point CloudsIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2019 Huan Lei Naveed Akhtar Lin Wang 3DPC 184 177 0 20 Sep 2019
StarNet: Targeted Computation for Object Detection in Point Clouds Jiquan Ngiam Benjamin Caine Wei Han Brandon Yang Yuning Chai ... O. Alsharif Patrick Nguyen Zhiwen Chen Jonathon Shlens Vijay Vasudevan 3DPC 263 124 0 29 Aug 2019
Point2SpatialCapsule: Aggregating Features and Spatial Relationships of Local Regions on Point Clouds using Spatial-aware CapsulesIEEE Transactions on Image Processing (TIP), 2019 Xin Wen Zhizhong Han Xinhai Liu Yu-Shen Liu 3DPC 180 41 0 29 Aug 2019
Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation Yuxing Xie Jiaojiao Tian Xiaoxiang Zhu 3DPC 190 206 0 23 Aug 2019
Interpolated Convolutional Networks for 3D Point Cloud UnderstandingIEEE International Conference on Computer Vision (ICCV), 2019 Jiageng Mao Xiaogang Wang Jiaming Song 3DPC 173 236 0 13 Aug 2019
Dilated Point Convolutions: On the Receptive Field Size of Point Convolutions on 3D Point Clouds Francis Engelmann Theodora Kontogianni Bastian Leibe 3DPC 196 27 0 28 Jul 2019
From Points to Parts: 3D Object Detection from Point Cloud with Part-aware and Part-aggregation NetworkIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2019 Shaoshuai Shi Zhe Wang Jianping Shi Xiaogang Wang Jiaming Song 3DPC 229 939 0 08 Jul 2019
Tranquil Clouds: Neural Networks for Learning Temporally Coherent Features in Point CloudsInternational Conference on Learning Representations (ICLR), 2019 L. Prantl N. Chentanez S. Jeschke Nils Thuerey 3DPC 198 14 0 03 Jul 2019
Point Clouds Learning with Attention-based Graph Convolution Networks Zhuyang Xie Junzhou Chen B. Peng 3DPC 150 58 0 31 May 2019
NPTC-net: Narrow-Band Parallel Transport Convolutional Neural Network on Point CloudsJournal of Scientific Computing (J. Sci. Comput.), 2019 P. Jin Tianhao Lai Rongjie Lai Bin Dong 3DPC 160 3 0 29 May 2019