Dynamic Graph CNN for Learning on Point Clouds

24 January 2018

Yue Wang

Papers citing "Dynamic Graph CNN for Learning on Point Clouds"

50 / 870 papers shown

Title
What Stops Learning-based 3D Registration from Working in the Real World? Zheng Dang Lizhou Wang Junning Qiu M. Lu Mathieu Salzmann 3DPC 24 0 0 19 Nov 2021
DSPoint: Dual-scale Point Cloud Recognition with High-frequency Fusion Renrui Zhang Ziyao Zeng Ziyu Guo Xing Gao Kexue Fu Jianbo Shi 3DPC 22 26 0 19 Nov 2021
Learning Scene Dynamics from Point Cloud Sequences Pan He Patrick Emami Sanjay Ranka Anand Rangarajan 3DPC 33 18 0 16 Nov 2021
Background-Aware 3D Point Cloud Segmentationwith Dynamic Point Feature Aggregation Jiajing Chen Burak Kakillioglu Senem Velipasalar 3DPC 34 36 0 14 Nov 2021
3D Siamese Voxel-to-BEV Tracker for Sparse Point Clouds Le Hui Lingpeng Wang Mingmei Cheng Jin Xie Jian Yang 3DPC 24 80 0 08 Nov 2021
A Relational Model for One-Shot Classification Arturs Polis Alexander Ilin BDL VLM 23 1 0 08 Nov 2021
A Review of Location Encoding for GeoAI: Methods and Applications Gengchen Mai K. Janowicz Yingjie Hu Song Gao Bo Yan Rui Zhu Ling Cai Ni Lao 69 114 0 07 Nov 2021
Learning on Random Balls is Sufficient for Estimating (Some) Graph Parameters Takanori Maehara Hoang NT 41 2 0 05 Nov 2021
Recognizing Vector Graphics without Rasterization Xinyang Jiang Lu Liu Caihua Shan Yifei Shen Xuanyi Dong Dongsheng Li GNN 19 17 0 05 Nov 2021
PatchFormer: An Efficient Point Transformer with Patch Attention Zhang Cheng Haocheng Wan Xinyi Shen Zizhao Wu 3DPC 16 65 0 30 Oct 2021
Roto-translated Local Coordinate Frames For Interacting Dynamical Systems Miltiadis Kofinas N. S. Nagaraja E. Gavves AI4CE 19 32 0 28 Oct 2021
CoFiNet: Reliable Coarse-to-fine Correspondences for Robust Point Cloud Registration Hao Yu Fu Li Mahdi Saleh Benjamin Busam Slobodan Ilic 3DPC 3DV 30 206 0 26 Oct 2021
Group-disentangled Representation Learning with Weakly-Supervised Regularization Linh-Tam Tran Amir Hosein Khasahmadi Aditya Sanghi Saeid Asgari Taghanaki DRL 34 1 0 23 Oct 2021
ASSANet: An Anisotropic Separable Set Abstraction for Efficient Point Cloud Representation Learning Guocheng Qian Hasan Hammoud Guohao Li Ali K. Thabet Guohao Li 3DPC 31 72 0 20 Oct 2021
Detecting Backdoor Attacks Against Point Cloud Classifiers Zhen Xiang David J. Miller Siheng Chen Xi Li G. Kesidis 3DPC AAML 40 15 0 20 Oct 2021
Mesh Convolutional Autoencoder for Semi-Regular Meshes of Different Sizes Sara Hahner Jochen Garcke AI4CE 27 14 0 18 Oct 2021
Object DGCNN: 3D Object Detection using Dynamic Graphs Yue Wang Justin Solomon 3DPC 157 104 0 13 Oct 2021
Point Cloud Augmentation with Weighted Local Transformations S. Kim S. Lee Dasol Hwang Jaewon Lee Seong Jae Hwang Hyunwoo J. Kim 3DPC 20 60 0 11 Oct 2021
BuildingNet: Learning to Label 3D Buildings Pratheba Selvaraju Mohamed Nabail Marios Loizou Maria I. Maslioukova Melinos Averkiou Andreas C. Andreou S. Chaudhuri E. Kalogerakis 3DV 3DPC AI4CE 30 39 0 11 Oct 2021
Haar Wavelet Feature Compression for Quantized Graph Convolutional Networks Moshe Eliasof Ben Bodner Eran Treister GNN 35 7 0 10 Oct 2021
Adversarial Attack by Limited Point Cloud Surface Modifications Atrin Arya Hanieh Naderi S. Kasaei AAML 3DPC 37 4 0 07 Oct 2021
TreeGCN-ED: Encoding Point Cloud using a Tree-Structured Graph Network Prajwal Singh Kaustubh Sadekar Shanmuganathan Raman 3DPC 35 2 0 07 Oct 2021
DeepBBS: Deep Best Buddies for Point Cloud Registration Itan Hezroni Amnon Drory Raja Giryes S. Avidan 3DPC 34 18 0 06 Oct 2021
A Comparison of Neural Network Architectures for Data-Driven Reduced-Order Modeling A. Gruber M. Gunzburger L. Ju Zhu Wang GNN 35 62 0 05 Oct 2021
A new weakly supervised approach for ALS point cloud semantic segmentation Puzuo Wang W. Yao 3DPC 21 48 0 04 Oct 2021
Meta-Aggregator: Learning to Aggregate for 1-bit Graph Neural Networks Yongcheng Jing Yiding Yang Xinchao Wang Xiuming Zhang Dacheng Tao 16 38 0 27 Sep 2021
Visual Scene Graphs for Audio Source Separation Moitreya Chatterjee Jonathan Le Roux Narendra Ahuja A. Cherian 26 36 0 24 Sep 2021
Two-Stage Mesh Deep Learning for Automated Tooth Segmentation and Landmark Localization on 3D Intraoral Scans Tai-Hsien Wu C. Lian Sanghee Lee Matthew F. Pastewait Christian Piers ... Wenchi Wang C. Jackson Wei-Lun Chao D. Shen Ching-Chang Ko 3DV 48 54 0 24 Sep 2021
GSIP: Green Semantic Segmentation of Large-Scale Indoor Point Clouds Min Zhang Pranav Kadam Shan Liu C.-C. Jay Kuo 3DPC 36 17 0 24 Sep 2021
An End-to-End Transformer Model for 3D Object Detection Ishan Misra Rohit Girdhar Armand Joulin 3DPC ViT 39 471 0 16 Sep 2021
Intuitive and Efficient Roof Modeling for Reconstruction and Synthesis Jing Ren Biao Zhang Bojian Wu Jianqiang Huang Lubin Fan M. Ovsjanikov Peter Wonka 19 19 0 16 Sep 2021
PointManifoldCut: Point-wise Augmentation in the Manifold for Point Clouds Tianfang Zhu Yue Guan A. Li 3DPC 33 1 0 15 Sep 2021
Integrating Sensing and Communication in Cellular Networks via NR Sidelink Dariush Salami Ramin Hasibi S. Savazzi T. Michoel S. Sigg 27 3 0 15 Sep 2021
Adaptive Proposal Generation Network for Temporal Sentence Localization in Videos Daizong Liu Xiaoye Qu Jianfeng Dong Pan Zhou 22 54 0 14 Sep 2021
Graph-Based 3D Multi-Person Pose Estimation Using Multi-View Images Size Wu Sheng Jin Wentao Liu Lei Bai Chao Qian Dong Liu Wanli Ouyang 3DH 21 45 0 13 Sep 2021
Cylindrical and Asymmetrical 3D Convolution Networks for LiDAR-based Perception Xinge Zhu Hui Zhou Tai Wang Fangzhou Hong Wei Li Yuexin Ma Hongsheng Li Ruigang Yang Da Lin 3DPC 19 95 0 12 Sep 2021
OSSR-PID: One-Shot Symbol Recognition in P&ID Sheets using Path Sampling and GCN Shubham Paliwal Monika Sharma L. Vig 23 13 0 08 Sep 2021
Pyramid R-CNN: Towards Better Performance and Adaptability for 3D Object Detection Jiageng Mao Minzhe Niu Haoyue Bai Xiaodan Liang Hang Xu Chunjing Xu 3DPC 25 149 0 06 Sep 2021
Differentiable Convolution Search for Point Cloud Processing Xing Nie Yongcheng Liu Shaohong Chen Jianlong Chang Chunlei Huo Gaofeng Meng Qi Tian Weiming Hu Chunhong Pan 3DPC 39 6 0 29 Aug 2021
A Robust Loss for Point Cloud Registration Z. Deng Yuxin Yao Bailin Deng Juyong Zhang 3DPC 19 19 0 26 Aug 2021
CSG-Stump: A Learning Friendly CSG-Like Representation for Interpretable Shape Parsing Daxuan Ren Jianmin Zheng Jianfei Cai Jiatong Li Haiyong Jiang ... Junzhe Zhang Liang Pan Mingyuan Zhang Haiyu Zhao Shuai Yi 3DV 3DPC 22 49 0 25 Aug 2021
Bag of Tricks for Training Deeper Graph Neural Networks: A Comprehensive Benchmark Study Tianlong Chen Kaixiong Zhou Keyu Duan Wenqing Zheng Peihao Wang Xia Hu Zhangyang Wang AAML GNN 27 61 0 24 Aug 2021
Voxel-based Network for Shape Completion by Leveraging Edge Generation Xiaogang Wang M. Ang G. Lee 3DPC 30 54 0 23 Aug 2021
Classifying In-Place Gestures with End-to-End Point Cloud Learning Lizhi Zhao Xuequan Lu Mingde Zhao Meili Wang 3DPC 21 8 0 22 Aug 2021
Dual-Neighborhood Deep Fusion Network for Point Cloud Analysis Guoquan Xu Hezhi Cao Yifan Zhang Jianwei Wan Ke Xu Yanxin Ma 3DPC 34 1 0 20 Aug 2021
PoinTr: Diverse Point Cloud Completion with Geometry-Aware Transformers Xumin Yu Yongming Rao Ziyi Wang Zuyan Liu Jiwen Lu Jie Zhou ViT 39 426 0 19 Aug 2021
Adaptive Graph Convolution for Point Cloud Analysis Hao Zhou Yidan Feng Mingsheng Fang Mingqiang Wei J. Qin Tong Lu 3DPC 45 134 0 18 Aug 2021
LIF-Seg: LiDAR and Camera Image Fusion for 3D LiDAR Semantic Segmentation Lin Zhao Hui Zhou Xinge Zhu Xiao-yang Song Hongsheng Li Wenbing Tao 21 74 0 17 Aug 2021
TF-Blender: Temporal Feature Blender for Video Object Detection Yiming Cui Liqi Yan Zhiwen Cao Dongfang Liu ViT 53 100 0 12 Aug 2021
GCN-Denoiser: Mesh Denoising with Graph Convolutional Networks Yuefan Shen Hongbo Fu Zhongshuo Du Xiang Chen Evgeny Burnaev Denis Zorin Kun Zhou Youyi Zheng AI4CE 42 38 0 11 Aug 2021