A Graph-CNN for 3D Point Cloud Classification

28 November 2018

Papers citing "A Graph-CNN for 3D Point Cloud Classification"

50 / 59 papers shown

Title
MambaTron: Efficient Cross-Modal Point Cloud Enhancement using Aggregate Selective State Space Modeling Sai Tarun Inaganti Gennady Petrenko Mamba 74 1 0 25 Jan 2025
Test-Time Adaptation of 3D Point Clouds via Denoising Diffusion Models Hamidreza Dastmalchi Aijun An A. Cheraghian Shafin Rahman Sameera Ramasinghe DiffM TTA 79 1 0 21 Nov 2024
No-Reference Point Cloud Quality Assessment via Graph Convolutional Network Wu Chen Qiuping Jiang Wei Zhou F. Shao Guangtao Zhai Weisi Lin 3DPC 39 0 0 12 Nov 2024
Foundation Model-Powered 3D Few-Shot Class Incremental Learning via Training-free Adaptor Sahar Ahmadi A. Cheraghian Morteza Saberi Md. Towsif Abir Hamidreza Dastmalchi Farookh Hussain Shafin Rahman 3DPC 26 2 0 11 Oct 2024
Equi-GSPR: Equivariant SE(3) Graph Network Model for Sparse Point Cloud Registration Xueyang Kang Zhaoliang Luan Kourosh Khoshelham Bing Wang 3DPC 34 0 0 08 Oct 2024
Global Attention-Guided Dual-Domain Point Cloud Feature Learning for Classification and Segmentation Zihao Li Pan Gao Kang-Soo You Chuan Yan Manoranjan Paul 3DPC 29 0 0 12 Jul 2024
Advancements in Point Cloud-Based 3D Defect Detection and Classification for Industrial Systems: A Comprehensive Survey Anju Rani D. O. Arroyo Petar Durdevic 3DPC 19 5 0 20 Feb 2024
Improving Video Violence Recognition with Human Interaction Learning on 3D Skeleton Point Clouds Yukun Su Guosheng Lin Qingyao Wu 3DH 3DPC 24 3 0 26 Aug 2023
Subspace-Configurable Networks Dong Wang O. Saukh Xiaoxi He Lothar Thiele OOD 30 0 0 22 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 33 0 0 13 May 2023
Urban GeoBIM construction by integrating semantic LiDAR point clouds with as-designed BIM models Jie Shao W. Yao Puzuo Wang Zhiyi He Lei Luo AI4CE 3DPC 9 5 0 23 Apr 2023
PointCAT: Cross-Attention Transformer for point cloud Xincheng Yang Mingze Jin Weiji He Qian Chen 3DPC ViT 19 3 0 06 Apr 2023
Attention-based Graph Convolution Fusing Latent Structures and Multiple Features for Graph Neural Networks Yang Li Yuichi Tanaka 3DPC 16 0 0 02 Mar 2023
PointWavelet: Learning in Spectral Domain for 3D Point Cloud Analysis Cheng Wen Jia-Li Long B. Yu Dacheng Tao 3DPC 35 7 0 10 Feb 2023
Learning Latent Part-Whole Hierarchies for Point Clouds Xiang Gao Wei Hu Renjie Liao 3DPC 35 0 0 14 Nov 2022
Geometry-Complete Perceptron Networks for 3D Molecular Graphs Alex Morehead Jianlin Cheng GNN 3DV AI4CE 26 12 0 04 Nov 2022
Edge Grasp Network: A Graph-Based SE(3)-invariant Approach to Grasp Detection Hao-zhe Huang Dian Wang Xu Zhu Robin G. Walters Robert W. Platt 3DPC 13 35 0 31 Oct 2022
SageMix: Saliency-Guided Mixup for Point Clouds S. Lee Minkyu Jeon In-Ho Kim Yunyang Xiong Hyunwoo J. Kim 3DPC 29 27 0 13 Oct 2022
A Survey on Graph Neural Networks and Graph Transformers in Computer Vision: A Task-Oriented Perspective Chaoqi Chen Yushuang Wu Qiyuan Dai Hong-Yu Zhou Mutian Xu Sibei Yang Xiaoguang Han Yizhou Yu ViT MedIm AI4CE 27 73 0 27 Sep 2022
A Simple Strategy to Provable Invariance via Orbit Mapping Kanchana Vaishnavi Gandikota Jonas Geiping Zorah Lähner Adam Czapliñski Michael Moeller AAML 3DPC 18 3 0 24 Sep 2022
PointTree: Transformation-Robust Point Cloud Encoder with Relaxed K-D Trees Jun-Kun Chen Yu-xiong Wang 3DPC 12 2 0 11 Aug 2022
Few-shot Class-incremental Learning for 3D Point Cloud Objects T. Chowdhury A. Cheraghian Sameera Ramasinghe Sahar Ahmadi Morteza Saberi Shafin Rahman 3DPC 23 17 0 30 May 2022
PSNet: Fast Data Structuring for Hierarchical Deep Learning on Point Cloud Luyang Li Ligang He Jinjin Gao Xie Han 3DPC 13 20 0 30 May 2022
Active Learning for Point Cloud Semantic Segmentation via Spatial-Structural Diversity Reasoning Feifei Shao Yawei Luo Ping Liu Jie Chen Yezhou Yang Yulei Lu Junhao Xiao 3DPC 24 31 0 25 Feb 2022
Structure-Aware Multi-Hop Graph Convolution for Graph Neural Networks Yang Li Yuichi Tanaka 21 3 0 03 Dec 2021
DeltaConv: Anisotropic Operators for Geometric Deep Learning on Point Clouds R. Wiersma Ahmad Nasikun E. Eisemann Klaus Hildebrandt 3DPC 19 16 0 16 Nov 2021
DRINet++: Efficient Voxel-as-point Point Cloud Segmentation Maosheng Ye Rui Wan Shuangjie Xu Tongyi Cao Qifeng Chen 3DPC 15 26 0 16 Nov 2021
Learning Inner-Group Relations on Point Clouds Haoxi Ran Wei Zhuo J. Liu Li Lu 3DPC 33 59 0 27 Aug 2021
Uncertainty-Based Dynamic Graph Neighborhoods For Medical Segmentation U. Demir Atahan Ozer Y. Sahin Gözde B. Ünal 22 3 0 06 Aug 2021
Self-Contrastive Learning with Hard Negative Sampling for Self-supervised Point Cloud Learning Bianli Du Xiang Gao Wei Hu Xin Li 3DPC SSL 10 81 0 05 Jul 2021
Productivity, Portability, Performance: Data-Centric Python Yiheng Wang Yao Zhang Yanzhang Wang Yan Wan Jiao Wang Zhongyuan Wu Yuhao Yang Bowen She 52 94 0 01 Jul 2021
Training or Architecture? How to Incorporate Invariance in Neural Networks Kanchana Vaishnavi Gandikota Jonas Geiping Zorah Lähner Adam Czapliñski Michael Moeller 3DPC OOD 17 9 0 18 Jun 2021
VA-GCN: A Vector Attention Graph Convolution Network for learning on Point Clouds Haotian Hu Fanyi Wang Huixiao Le 3DPC 15 2 0 01 Jun 2021
SN-Graph: a Minimalist 3D Object Representation for Classification Siyu Zhang H. Cao Yuqi Liu Shen Cai Yanting Zhang Yuanzhan Li Xiaoyu Chi 3DH 3DPC 18 5 0 31 May 2021
Point Cloud Audio Processing Krishna Subramani Paris Smaragdis 3DPC 20 4 0 06 May 2021
Self-Supervised Multi-View Learning via Auto-Encoding 3D Transformations Xiang Gao Wei Hu Guo-Jun Qi 24 6 0 01 Mar 2021
Point Cloud Upsampling and Normal Estimation using Deep Learning for Robust Surface Reconstruction Rajat Sharma Tobias Schwandt Christian Kunert Steffen Urban W. Broll 3DPC 20 19 0 26 Feb 2021
Spatio-temporal Graph-RNN for Point Cloud Prediction Pedro Gomes Silvia Rossi Laura Toni 3DPC GNN 21 14 0 15 Feb 2021
Regularization Strategy for Point Cloud via Rigidly Mixed Sample Dogyoon Lee Jaeha Lee Junhyeop Lee Hyeongmin Lee Minhyeok Lee Sungmin Woo Sangyoun Lee 3DPC 148 74 0 03 Feb 2021
Learning Rotation-Invariant Representations of Point Clouds Using Aligned Edge Convolutional Neural Networks Junming Zhang Ming-Yuan Yu Ram Vasudevan Matthew Johnson-Roberson 3DPC 34 24 0 02 Jan 2021
Exploring Deep 3D Spatial Encodings for Large-Scale 3D Scene Understanding Saqib Ali Khan Yilei Shi Muhammad Shahzad Xiaoxiang Zhu 3DPC 3DV 11 0 0 29 Nov 2020
Deeper or Wider Networks of Point Clouds with Self-attention? Haoxi Ran Li Lu 3DPC 22 1 0 29 Nov 2020
Recalibration of Neural Networks for Point Cloud Analysis Ignacio Sarasua Sebastian Polsterl Christian Wachinger 3DPC 21 1 0 25 Nov 2020
PointManifold: Using Manifold Learning for Point Cloud Classification Dinghao Yang Wei Gao 3DPC 23 4 0 14 Oct 2020
Rotation-Invariant Local-to-Global Representation Learning for 3D Point Cloud Seohyun Kim Jaeyoo Park Bohyung Han 3DPC 24 75 0 07 Oct 2020
Graph Signal Processing for Geometric Data and Beyond: Theory and Applications Wei Hu Jiahao Pang Xianming Liu Dong Tian Chia-Wen Lin A. Vetro 21 62 0 05 Aug 2020
Point Set Voting for Partial Point Cloud Analysis Junming Zhang Weijia Chen Yuping Wang Ram Vasudevan Matthew Johnson-Roberson 3DPC 17 32 0 09 Jul 2020
A Semi-Supervised Assessor of Neural Architectures Yehui Tang Yunhe Wang Yixing Xu Hanting Chen Chunjing Xu Boxin Shi Chao Xu Qi Tian Chang Xu 11 67 0 14 May 2020
Triangle-Net: Towards Robustness in Point Cloud Learning Chenxi Xiao J. Wachs 3DH 3DPC 29 34 0 27 Feb 2020
Deep Learning for 3D Point Clouds: A Survey Yulan Guo Hanyun Wang Qingyong Hu Hao Liu Li Liu Bennamoun 3DPC 27 1,642 0 27 Dec 2019