v1v2v3v4 (latest)

SO-Net: Self-Organizing Network for Point Cloud Analysis

12 March 2018

ArXiv (abs)PDF HTML Github (341★)

Papers citing "SO-Net: Self-Organizing Network for Point Cloud Analysis"

50 / 397 papers shown

Title
Collect-and-Distribute Transformer for 3D Point Cloud Analysis Haibo Qiu Baosheng Yu Dacheng Tao 3DPC ViT 229 8 0 02 Jun 2023
Surrogate Modeling of Car Drag Coefficient with Depth and Normal RenderingsDesign Automation Conference (DAC), 2023 Binyang Song Chenyang Yuan Frank Permenter Nikos Arechiga Faez Ahmed DiffM SyDa AI4CE 213 22 0 26 May 2023
GTNet: Graph Transformer Network for 3D Point Cloud Classification and Semantic Segmentation Wei Zhou Qian Wang Weiwei Jin X. Shi Yong Yu ViT 3DPC 206 5 0 24 May 2023
PointGPT: Auto-regressively Generative Pre-training from Point CloudsNeural Information Processing Systems (NeurIPS), 2023 Guang-Sheng Chen Meiling Wang Yi Yang Kai Yu Li-xin Yuan Yufeng Yue 3DPC 232 145 0 19 May 2023
GeoMAE: Masked Geometric Target Prediction for Self-supervised Point Cloud Pre-TrainingComputer Vision and Pattern Recognition (CVPR), 2023 Xiaoyu Tian Haoxi Ran Yue Wang Hang Zhao 3DPC ViT 116 49 0 15 May 2023
CMSG Cross-Media Semantic-Graph Feature Matching Algorithm for Autonomous Vehicle Relocalization Shuhang Tan Hengyu Liu Zhiling Wang 181 0 0 15 May 2023
VTPNet for 3D deep learning on point cloud Wei Zhou Weiwei Jin Qian Wang Yifan Wang Dekui Wang Xingxing Hao Yong Yu 3DPC ViT 122 1 0 10 May 2023
D-Net: Learning for Distinctive Point Clouds by Self-Attentive Point Searching and Learnable Feature FusionComputer Aided Geometric Design (CAGD), 2023 Xinhai Liu Zhizhong Han S. Lee Yannan Cao Yu-Shen Liu 3DPC 126 6 0 10 May 2023
Self-supervised Pre-training with Masked Shape Prediction for 3D Scene UnderstandingComputer Vision and Pattern Recognition (CVPR), 2023 Li Jiang Zetong Yang Shaoshuai Shi Vladislav Golyanik Dengxin Dai Bernt Schiele 3DPC 210 13 0 08 May 2023
Toward Auto-evaluation with Confidence-based Category Relation-aware RegressionIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023 Jiexin Wang Jiahao Chen Fuchun Sun 183 2 0 17 Apr 2023
3D Feature Prediction for Masked-AutoEncoder-Based Point Cloud PretrainingInternational Conference on Learning Representations (ICLR), 2023 Siming Yan Yu-Qi Yang Yu-Xiao Guo Hao Pan Peng-shuai Wang Xin Tong Yang Liu Qi-Xing Huang 3DPC 203 19 0 14 Apr 2023
Multi-scale Geometry-aware Transformer for 3D Point Cloud Classification Xian Wei Muyu Wang S. J. Lin Zhengyu Li Jian Yang Arafat Al-Jawari Xuan Tang 3DPC ViT 122 2 0 12 Apr 2023
PointCAT: Cross-Attention Transformer for point cloud Xincheng Yang Mingze Jin Weiji He Qian Chen 3DPC ViT 147 6 0 06 Apr 2023
Local region-learning modules for point cloud classificationMachine Vision and Applications (MVA), 2023 Kaya Turgut H. Dutagaci 3DPC 198 3 0 30 Mar 2023
HybridPoint: Point Cloud Registration Based on Hybrid Point Sampling and MatchingIEEE International Conference on Multimedia and Expo (ICME), 2023 Yiheng Li Canhui Tang Runzhao Yao Aixue Ye Feng Wen S. Du 3DPC 126 5 0 29 Mar 2023
Cosys-AirSim: A Real-Time Simulation Framework Expanded for Complex Industrial ApplicationsAnnual Modeling and Simulation Conference (ANNSIM), 2023 W. Jansen Erik Verreycken Anthony Schenck Jean-Edouard Blanquart Connor Verhulst Nico Huebel Jan Steckel AI4CE 133 9 0 23 Mar 2023
CurveCloudNet: Processing Point Clouds with 1D StructureComputer Vision and Pattern Recognition (CVPR), 2023 Jiahui Lei Davis Rempe Jiateng Liu Alex Fu Sebastien Mascha Jeong Joon Park Despoina Paschalidou Leonidas Guibas 3DPC 277 4 0 21 Mar 2023
IC classifier: a classifier for 3D industrial components based on geometric prior using GNN Zipeng Lin Zhenguo Nie 111 0 0 10 Mar 2023
Point Cloud Classification Using Content-based Transformer via Clustering in Feature SpaceIEEE/CAA Journal of Automatica Sinica (IEEE/CAA JAS), 2023 Yahui Liu Bin Wang Yisheng Lv Lingxi Li Feiyue Wang ViT 3DPC 216 74 0 08 Mar 2023
DANet: Density Adaptive Convolutional Network with Interactive Attention for 3D Point CloudsIEEE Robotics and Automation Letters (RA-L), 2023 Yong-xing He Hongshan Yu Zhengeng Yang Wei Sun Mingtao Feng Lin Wang 3DPC 154 7 0 08 Mar 2023
Full Point Encoding for Local Feature Aggregation in 3D Point CloudsIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2023 Yong-xing He Hongshan Yu Zhengeng Yang Xiaoguang Liu Wei Sun Lin Wang ViT 3DPC 222 7 0 08 Mar 2023
CRIN: Rotation-Invariant Point Cloud Analysis and Rotation Estimation via Centrifugal Reference FrameAAAI Conference on Artificial Intelligence (AAAI), 2023 Yujing Lou Zelin Ye Yang You Nianjuan Jiang Jiangbo Lu Weiming Wang Lizhuang Ma Cewu Lu 3DPC 136 10 0 06 Mar 2023
CLR-GAM: Contrastive Point Cloud Learning with Guided Augmentation and Feature Mapping Srikanth Malla Yi-Ting Chen 3DPC 144 4 0 28 Feb 2023
Joint-MAE: 2D-3D Joint Masked Autoencoders for 3D Point Cloud Pre-trainingInternational Joint Conference on Artificial Intelligence (IJCAI), 2023 Ziyu Guo Renrui Zhang Longtian Qiu Xianzhi Li Pheng-Ann Heng 3DPC 258 75 0 27 Feb 2023
Unsupervised 3D Object Learning through Neuron Activity aware PlasticityInternational Conference on Learning Representations (ICLR), 2023 Beomseok Kang Biswadeep Chakraborty Saibal Mukhopadhyay 146 2 0 22 Feb 2023
Semantic Segmentation of Urban Textured Meshes Through Point SamplingISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences (ISPRS Annals), 2022 Grégoire Grzeczkowicz Bruno Vallet 3DPC 131 6 0 21 Feb 2023
General Rotation Invariance Learning for Point Clouds via Weight-Feature Alignment Liang Xie Jianlong Wu Wenxiao Wang Binbin Lin Deng Cai Xiaofei He Ronghua Liang 3DPC 266 2 0 20 Feb 2023
InOR-Net: Incremental 3D Object Recognition Network for Point Cloud RepresentationIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2023 Jiahua Dong Yang Cong Gan Sun Lixu Wang Lingjuan Lyu Jun Li E. Konukoglu CLL 3DPC 145 17 0 20 Feb 2023
PointWavelet: Learning in Spectral Domain for 3D Point Cloud AnalysisIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2023 Cheng Wen Jia-Li Long B. Yu Dacheng Tao 3DPC 242 13 0 10 Feb 2023
SAT: Size-Aware Transformer for 3D Point Cloud Semantic Segmentation Yueze Wang Yongping Xiong C. Chiu Fangyu Liu Xiangyang Gong 3DPC ViT 180 14 0 17 Jan 2023
Dynamic Local Feature Aggregation for Learning on Point CloudsSocial Science Research Network (SSRN), 2023 Zihao Li Pan Gao Hui Yuan Ran Wei 3DPC 231 3 0 07 Jan 2023
PointVST: Self-Supervised Pre-training for 3D Point Clouds via View-Specific Point-to-Image TranslationIEEE Transactions on Visualization and Computer Graphics (TVCG), 2022 Qijian Zhang Xianqiang Lyu 3DPC 305 16 0 29 Dec 2022
Flattening-Net: Deep Regular 2D Representation for 3D Point Cloud AnalysisIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Qijian Zhang Xianqiang Lyu Y. Qian Yiming Zeng Juyong Zhang Ying He 3DPC 250 40 0 17 Dec 2022
Learning 3D Representations from 2D Pre-trained Models via Image-to-Point Masked AutoencodersComputer Vision and Pattern Recognition (CVPR), 2022 Renrui Zhang Liuhui Wang Yu Qiao Shiyang Feng Jiaming Song 3DPC 250 177 0 13 Dec 2022
Weakly Supervised Semantic Segmentation for Large-Scale Point CloudAAAI Conference on Artificial Intelligence (AAAI), 2021 Yachao Zhang Zhonghao Li Yuan Xie Yanyun Qu Cuihua Li Tao Mei 3DPC 143 111 0 09 Dec 2022
PointCMC: Cross-Modal Multi-Scale Correspondences Learning for Point Cloud Understanding Honggu Zhou Xiaogang Peng Jiawei Mao Zizhao Wu Ming Zeng 3DPC 251 6 0 22 Nov 2022
Unsupervised 3D Pose Transfer with Cross Consistency and Dual ReconstructionIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Chaoyue Song Jiacheng Wei Ruibo Li Fayao Liu Guosheng Lin 3DPC 240 27 0 18 Nov 2022
SPE-Net: Boosting Point Cloud Analysis via Rotation Robustness EnhancementEuropean Conference on Computer Vision (ECCV), 2022 Zhaofan Qiu Yehao Li Yu Wang Yingwei Pan Ting Yao Tao Mei 3DPC 178 8 0 15 Nov 2022
Joint Data and Feature Augmentation for Self-Supervised Representation Learning on Point CloudsGraphical Models (GM), 2022 Zhuheng Lu Yuewei Dai Weiqing Li Zhiyong Su 3DPC 163 4 0 02 Nov 2022
LCPFormer: Towards Effective 3D Point Cloud Analysis via Local Context Propagation in Transformers Zhuo Huang Zhiyou Zhao Banghuai Li Jungong Han 3DPC ViT 215 73 0 23 Oct 2022
APSNet: Attention Based Point Cloud SamplingBritish Machine Vision Conference (BMVC), 2022 Yang Ye Xiulong Yang Shihao Ji 3DPC 119 9 0 11 Oct 2022
FBNet: Feedback Network for Point Cloud CompletionEuropean Conference on Computer Vision (ECCV), 2022 Xuejun Yan Hongyu Yan Jingjing Wang Hang Du Zhihong Wu Di Xie Shiliang Pu Li Lu 3DPC 185 42 0 08 Oct 2022
Point Cloud Recognition with Position-to-Structure Attention Transformers Zhenghu Ding James Hou Zhuowen Tu ViT 3DPC 204 1 0 05 Oct 2022
Pix4Point: Image Pretrained Standard Transformers for 3D Point Cloud UnderstandingInternational Conference on 3D Vision (3DV), 2022 Guocheng Qian Abdullah Hamdi Xingdi Zhang Guohao Li 3DPC ViT 199 8 0 25 Aug 2022
MvDeCor: Multi-view Dense Correspondence Learning for Fine-grained 3D SegmentationEuropean Conference on Computer Vision (ECCV), 2022 Gopal Sharma K. Yin Subhransu Maji E. Kalogerakis Litany Sanja Fidler 3DV 3DPC 160 13 0 18 Aug 2022
CorrI2P: Deep Image-to-Point Cloud Registration via Dense Correspondence Siyu Ren Yiming Zeng Xianqiang Lyu Xiaodong Chen 3DH 290 90 0 12 Jul 2022
Masked Autoencoders in 3D Point Cloud Representation LearningIEEE transactions on multimedia (IEEE TMM), 2022 Jincen Jiang Xuequan Lu Lizhi Zhao Richard Dazeley Meili Wang 3DPC ViT 269 49 0 04 Jul 2022
LinK3D: Linear Keypoints Representation for 3D LiDAR Point CloudIEEE Robotics and Automation Letters (RA-L), 2022 Yunge Cui Yinlong Zhang Jiahua Dong Haibo Sun Xieyuanli Chen Feng Zhu 3DPC 190 48 0 13 Jun 2022
AGConv: Adaptive Graph Convolution on 3D Point CloudsIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Mingqiang Wei Zeyong Wei Hao Zhou Fei-Jiang Hu Huajian Si ... Jingbo Qiu Xu Yan Yan Guo Jun Wang J. Qin 3DPC 188 65 0 09 Jun 2022
Box2Mask: Weakly Supervised 3D Semantic Instance Segmentation Using Bounding Boxes Julian Chibane Francis Engelmann Tuan Anh Tran Gerard Pons-Moll 3DPC ISeg 338 0 0 02 Jun 2022