Dynamic Graph CNN for Learning on Point Clouds

24 January 2018

Yue Wang

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

50 / 838 papers shown

Title
Image-based Geolocalization by Ground-to-2.5D Map Matching Mengjie Zhou Liu Liu Yiran Zhong Andrew Calway 29 3 0 11 Aug 2023
Local Consensus Enhanced Siamese Network with Reciprocal Loss for Two-view Correspondence Learning Linbo Wang Jing Wu Xianyong Fang Zhengyi Liu Chenjie Cao Yanwei Fu 18 1 0 06 Aug 2023
Boosting Few-shot 3D Point Cloud Segmentation via Query-Guided Enhancement Zhen-Hu Ning Zhuotao Tian Guangming Lu Wenjie Pei 3DPC 26 14 0 06 Aug 2023
Cross-modal & Cross-domain Learning for Unsupervised LiDAR Semantic Segmentation Yiyang Chen Shanshan Zhao Changxing Ding Liyao Tang Chaoyue Wang Dacheng Tao 3DPC 29 2 0 05 Aug 2023
PVG: Progressive Vision Graph for Vision Recognition Jiafu Wu Jian Li Jiangning Zhang Boshen Zhang M. Chi Yabiao Wang Chengjie Wang ViT 25 12 0 01 Aug 2023
Deep Learning and Computer Vision for Glaucoma Detection: A Review Mona Ashtari-Majlan Mohammad Mahdi Dehshibi David Masip 34 9 0 31 Jul 2023
pCTFusion: Point Convolution-Transformer Fusion with Semantic Aware Loss for Outdoor LiDAR Point Cloud Segmentation A. Kuriyal Vaibhav Kumar B. Lohani 3DPC 21 1 0 27 Jul 2023
Compact & Capable: Harnessing Graph Neural Networks and Edge Convolution for Medical Image Classification Aryan Singh Pepijn Van de Ven Ciarán Eising Patrick Denny GNN 19 2 0 24 Jul 2023
SCA-PVNet: Self-and-Cross Attention Based Aggregation of Point Cloud and Multi-View for 3D Object Retrieval Dongyun Lin Yi Cheng Aiyuan Guo Shangbo Mao Yiqun Li 3DPC 22 8 0 20 Jul 2023
MarS3D: A Plug-and-Play Motion-Aware Model for Semantic Segmentation on Multi-Scan 3D Point Clouds Jiahui Liu Chirui Chang Jianhui Liu Xiaoyang Wu Lan Ma Xiaojuan Qi 3DPC 42 17 0 18 Jul 2023
Privacy-Utility Trade-offs in Neural Networks for Medical Population Graphs: Insights from Differential Privacy and Graph Structure Tamara T. Mueller Maulik Chevli Ameya Daigavane Daniel Rueckert Georgios Kaissis 27 0 0 13 Jul 2023
Self-supervised adversarial masking for 3D point cloud representation learning Michal Szachniewicz Wojciech Kozlowski Michal Stypulkowski Maciej Ziȩba 3DPC 16 2 0 11 Jul 2023
Advancing Wound Filling Extraction on 3D Faces: Auto-Segmentation and Wound Face Regeneration Approach Duong Q. Nguyen Thinh D. Le P. D. Nguyen Nga T.K. Le H. Nguyen-Xuan 26 4 0 04 Jul 2023
Adversarial Attacks and Defenses on 3D Point Cloud Classification: A Survey Hanieh Naderi Ivan V. Bajić 3DPC 31 7 0 01 Jul 2023
Prediction of Deep Ice Layer Thickness Using Adaptive Recurrent Graph Neural Networks Benjamin Zalatan Maryam Rahnemoonfar AI4CE 32 4 0 22 Jun 2023
Evolving Computation Graphs Andreea Deac Jian Tang 22 1 0 22 Jun 2023
3D Keypoint Estimation Using Implicit Representation Learning Xiangyu Zhu Dong Du Haibin Huang Chongyang Ma Xiaoguang Han 3DH 3DPC 21 1 0 20 Jun 2023
ExpPoint-MAE: Better interpretability and performance for self-supervised point cloud transformers Ioannis Romanelis Vlassis Fotis Konstantinos Moustakas Adrian Munteanu ViT 3DPC 21 4 0 19 Jun 2023
AircraftVerse: A Large-Scale Multimodal Dataset of Aerial Vehicle Designs Adam D. Cobb Anirban Roy Daniel Elenius F. M. Heim Brian Swenson ... Theodore Bapty Joseph Hite K. Ramani Christopher McComb Susmit Jha 20 7 0 08 Jun 2023
Robust-DefReg: A Robust Deformable Point Cloud Registration Method based on Graph Convolutional Neural Networks Sara Monji-Azad Marvin Kinz Jurgen Hesser 3DPC 27 1 0 07 Jun 2023
A2B: Anchor to Barycentric Coordinate for Robust Correspondence Weiyue Zhao Hao Lu Zhiguo Cao Xin Li 24 4 0 05 Jun 2023
A Survey of Label-Efficient Deep Learning for 3D Point Clouds Aoran Xiao Xiaoqin Zhang Ling Shao Shijian Lu 3DPC 38 18 0 31 May 2023
GMSF: Global Matching Scene Flow Yushan Zhang Johan Edstedt Bastian Wandt Per-Erik Forssén Maria Magnusson M. Felsberg 35 9 0 27 May 2023
All Points Matter: Entropy-Regularized Distribution Alignment for Weakly-supervised 3D Segmentation Liyao Tang Zhe Chen Shanshan Zhao Chaoyue Wang Dacheng Tao 28 12 0 25 May 2023
SG-GAN: Fine Stereoscopic-Aware Generation for 3D Brain Point Cloud Up-sampling from a Single Image Bowen Hu Baiying Lei Sibo Qiao Hieu Pham Shuqiang Wang Michael Kwok-Po Ng 3DPC 3DV 50 0 0 22 May 2023
OpenShape: Scaling Up 3D Shape Representation Towards Open-World Understanding Minghua Liu Ruoxi Shi Kaiming Kuang Yinhao Zhu Xuanlin Li Shizhong Han H. Cai Fatih Porikli Hao Su 3DPC 36 116 0 18 May 2023
Transcending Grids: Point Clouds and Surface Representations Powering Neurological Processing Kishore Babu Nampalle Pradeep Singh Vivek Narayan Uppala Sumit Gangwar Raj S Negi Balasubramanian Raman 21 1 0 17 May 2023
Tinto: Multisensor Benchmark for 3D Hyperspectral Point Cloud Segmentation in the Geosciences Ahmed J. Afifi Samuel T. Thiele Aldino Rizaldy S. Lorenz Pedram Ghamisi R. Tolosana-Delgado M. Kirsch R. Gloaguen M. Heizmann 3DPC 32 9 0 17 May 2023
GeoMAE: Masked Geometric Target Prediction for Self-supervised Point Cloud Pre-Training Xiaoyu Tian Haoxi Ran Yue Wang Hang Zhao 3DPC ViT 29 38 0 15 May 2023
A graph convolutional autoencoder approach to model order reduction for parametrized PDEs F. Pichi B. Moya J. Hesthaven AI4CE 35 52 0 15 May 2023
Cloud-RAIN: Point Cloud Analysis with Reflectional Invariance Yiming Cui Lecheng Ruan Hang Dong Qiang Li Zhongming Wu T. Zeng Fengyu Fan 3DPC 35 0 0 13 May 2023
Clustering of Time-Varying Graphs Based on Temporal Label Smoothness Katsuki Fukumoto Koki Yamada Yuichi Tanaka Hoi-To Wai AI4TS 31 0 0 11 May 2023
ViewFormer: View Set Attention for Multi-view 3D Shape Understanding Hongyu Sun Yongcai Wang Peng Wang Xudong Cai Deying Li 8 2 0 29 Apr 2023
A Review of Panoptic Segmentation for Mobile Mapping Point Clouds Binbin Xiang Yuanwen Yue T. Peters Konrad Schindler 3DPC 22 7 0 27 Apr 2023
Change detection needs change information: improving deep 3D point cloud change detection Iris de Gélis Thomas Corpetti Sébastien Lefèvre 3DPC 29 12 0 25 Apr 2023
S3M: Scalable Statistical Shape Modeling through Unsupervised Correspondences Lennart Bastian Alexander Bauman Emily Hoppe Vincent Burgin Ha Young Kim Mahdi Saleh Benjamin Busam Nassir Navab 22 8 0 15 Apr 2023
Region-Enhanced Feature Learning for Scene Semantic Segmentation Xin Kang Chaoqun Wang Xuejin Chen 19 3 0 15 Apr 2023
Instance-aware Dynamic Prompt Tuning for Pre-trained Point Cloud Models Yaohua Zha Jinpeng Wang Tao Dai Bin Chen Zhi Wang Shutao Xia VLM 45 45 0 14 Apr 2023
3D Feature Prediction for Masked-AutoEncoder-Based Point Cloud Pretraining Siming Yan Yu-Qi Yang Yu-Xiao Guo Hao Pan Peng-shuai Wang Xin Tong Yang Liu Qi-Xing Huang 3DPC 38 15 0 14 Apr 2023
RoSI: Recovering 3D Shape Interiors from Few Articulation Images A. Patil Yiming Qian Shangxue Yang Brian P. Jackson Eric P. Bennett Haotong Zhang 42 3 0 13 Apr 2023
GPr-Net: Geometric Prototypical Network for Point Cloud Few-Shot Learning Tejas Anvekar Dena Bazazian 3DPC 26 8 0 12 Apr 2023
A Comprehensive Survey on Deep Graph Representation Learning Wei Ju Zheng Fang Yiyang Gu Zequn Liu Qingqing Long ... Jingyang Yuan Yusheng Zhao Yifan Wang Xiao Luo Ming Zhang GNN AI4TS 51 141 0 11 Apr 2023
Self-Ordering Point Clouds Pengwan Yang Cees G. M. Snoek Yuki M. Asano SSL 3DPC 16 4 0 03 Apr 2023
HypLiLoc: Towards Effective LiDAR Pose Regression with Hyperbolic Fusion Sijie Wang Qiyu Kang Rui She Wei Wang K. Zhao Yang Song Wee Peng Tay 31 18 0 03 Apr 2023
Small but Mighty: Enhancing 3D Point Clouds Semantic Segmentation with U-Next Framework Ziyin Zeng Qingyong Hu Zhong Xie Jian Zhou Yongyang Xu 3DPC 27 9 0 03 Apr 2023
A Closer Look at Few-Shot 3D Point Cloud Classification Chuangguan Ye Hongyuan Zhu Bo-Wen Zhang Tao Chen 3DPC 29 15 0 31 Mar 2023
What Makes for Effective Few-shot Point Cloud Classification? Chuangguan Ye Hongyuan Zhu Yongbin Liao Yang-ting Zhang Tao Chen Jiayuan Fan 3DPC 27 26 0 31 Mar 2023
IC-FPS: Instance-Centroid Faster Point Sampling Module for 3D Point-base Object Detection Haotian Hu Fanyi Wang Jingwen Su Shiyu Gao Zhiwang Zhang 3DPC 27 3 0 31 Mar 2023
APPT : Asymmetric Parallel Point Transformer for 3D Point Cloud Understanding Hengjia Li Tu Zheng Zhihao Chi Zheng Yang Wenxiao Wang Boxi Wu Binbin Lin Deng Cai 3DPC 48 1 0 31 Mar 2023
MLGCN: An Ultra Efficient Graph Convolution Neural Model For 3D Point Cloud Analysis Mohammad Khodadad Morteza Rezanejad Ali Shiraee Kasmaee K. Siddiqi Dirk Bernhardt-Walther H. Mahyar 3DPC 19 1 0 31 Mar 2023