Relation-Shape Convolutional Neural Network for Point Cloud Analysis

16 April 2019

Papers citing "Relation-Shape Convolutional Neural Network for Point Cloud Analysis"

50 / 380 papers shown

Title
RIConv++: Effective Rotation Invariant Convolutions for 3D Point Clouds Deep Learning Zhiyuan Zhang Binh-Son Hua Sai-Kit Yeung 3DPC 47 49 0 26 Feb 2022
PointSCNet: Point Cloud Structure and Correlation Learning Based on Space Filling Curve-Guided Sampling Xingye Chen Yiqi Wu Wenjie Xu Jin Li Huaiyi Dong Yilin Chen 3DPC 21 11 0 21 Feb 2022
3DRM:Pair-wise relation module for 3D object detection Yuqing Lan Yao Duan Yifei Shi Hui Huang Kai Xu 3DPC 30 4 0 20 Feb 2022
Exploring the Devil in Graph Spectral Domain for 3D Point Cloud Attacks Q. Hu Daizong Liu Wei Hu AAML 3DPC 33 21 0 15 Feb 2022
Rethinking Network Design and Local Geometry in Point Cloud: A Simple Residual MLP Framework Xu Ma Can Qin Haoxuan You Haoxi Ran Y. Fu 3DPC 19 584 0 15 Feb 2022
Hierarchical Point Cloud Encoding and Decoding with Lightweight Self-Attention based Model En Yen Puang Hao Zhang Hongyuan Zhu Wei Jing 3DPC 30 8 0 13 Feb 2022
LighTN: Light-weight Transformer Network for Performance-overhead Tradeoff in Point Cloud Downsampling Xu Wang Yi Jin Yigang Cen Tao Wang Bowen Tang Yidong Li ViT 22 28 0 13 Feb 2022
Geometric Digital Twinning of Industrial Facilities: Retrieval of Industrial Shapes E. Agapaki I. Brilakis 3DV 3DPC 28 4 0 10 Feb 2022
Benchmarking and Analyzing Point Cloud Classification under Corruptions Jiawei Ren Liang Pan Ziwei Liu 3DPC 25 80 0 07 Feb 2022
SRPCN: Structure Retrieval based Point Completion Network Kaiyi Zhang Ximing Yang Yuan Wu Cheng Jin 3DPC 29 3 0 06 Feb 2022
Unsupervised Learning on 3D Point Clouds by Clustering and Contrasting Guofeng Mei Litao Yu Qiang Wu Jian Zhang Mohammed Bennamoun SSL 3DPC 16 8 0 05 Feb 2022
Projection-based Point Convolution for Efficient Point Cloud Segmentation Pyunghwan Ahn Juyoung Yang Eojindl Yi Chanho Lee Junmo Kim 3DPC 25 8 0 04 Feb 2022
Benchmarking Robustness of 3D Point Cloud Recognition Against Common Corruptions Jiachen Sun Qingzhao Zhang B. Kailkhura Zhiding Yu Chaowei Xiao Z. Morley Mao 3DPC 43 85 0 28 Jan 2022
Contrastive Embedding Distribution Refinement and Entropy-Aware Attention for 3D Point Cloud Classification Feng Yang Yichao Cao Qifan Xue Shuai Jin Xuanpeng Li Weigong Zhang 3DPC 14 4 0 27 Jan 2022
Self-Supervised Point Cloud Registration with Deep Versatile Descriptors Dongrui Liu Chuanchaun Chen Changqing Xu Robert C. Qiu Lei Chu 3DPC 21 13 0 25 Jan 2022
CP-Net: Contour-Perturbed Reconstruction Network for Self-Supervised Point Cloud Learning Mingye Xu Yali Wang Zhipeng Zhou Hongbin Xu Yu Qiao 3DPC 21 13 0 20 Jan 2022
Self-Supervised Feature Learning from Partial Point Clouds via Pose Disentanglement Meng-Shiun Tsai Pei-Ze Chiang Yi-Hsuan Tsai Wei-Chen Chiu SSL 3DPC 28 4 0 09 Jan 2022
POCO: Point Convolution for Surface Reconstruction Alexandre Boulch Renaud Marlet 3DPC 3DV 34 125 0 05 Jan 2022
PointCaps: Raw Point Cloud Processing using Capsule Networks with Euclidean Distance Routing Dishanika Denipitiyage Vinoj Jayasundara Ranga Rodrigo Chamira U. S. Edussooriya 3DPC 28 6 0 21 Dec 2021
Dynamics-aware Adversarial Attack of 3D Sparse Convolution Network An Tao Yueqi Duan He Wang Ziyi Wu Pengliang Ji Haowen Sun Jie Zhou Jiwen Lu 40 1 0 17 Dec 2021
PRA-Net: Point Relation-Aware Network for 3D Point Cloud Analysis Shuyang Cheng Xiwu Chen Xinwei He Zhe Liu X. Bai 3DPC 34 135 0 09 Dec 2021
3D Medical Point Transformer: Introducing Convolution to Attention Networks for Medical Point Cloud Analysis Jianhui Yu Chaoyi Zhang Heng Wang Dingxin Zhang Yang Song Tiange Xiang Dongnan Liu Weidong (Tom) Cai ViT MedIm 21 32 0 09 Dec 2021
Fast Point Transformer Chunghyun Park Yoonwoo Jeong Minsu Cho Jaesik Park 3DPC ViT 38 169 0 09 Dec 2021
Adaptive Channel Encoding for Point Cloud Analysis Guoquan Xu Hezhi Cao Yifan Zhang Jianwei Wan Ke Xu Yanxin Ma 3DPC 23 0 0 05 Dec 2021
Adaptive Channel Encoding Transformer for Point Cloud Analysis Guoquan Xu Hezhi Cao Cong Zhang Yanxin Ma Jianwei Wan Ke Xu ViT 20 3 0 05 Dec 2021
PointCLIP: Point Cloud Understanding by CLIP Renrui Zhang Ziyu Guo Wei Zhang Kunchang Li Xupeng Miao Bin Cui Yu Qiao Peng Gao Hongsheng Li VLM 3DPC 175 437 0 04 Dec 2021
CloudWalker: Random walks for 3D point cloud shape analysis Adi Mesika Yizhak Ben-Shabat A. Tal 3DPC 27 9 0 02 Dec 2021
CT-block: a novel local and global features extractor for point cloud Shangwei Guo Jun Li Zhengchao Lai Xiantong Meng Shaokun Han ViT 3DPC 27 2 0 30 Nov 2021
Voint Cloud: Multi-View Point Cloud Representation for 3D Understanding Abdullah Hamdi Silvio Giancola Guohao Li 3DPC 27 23 0 30 Nov 2021
diffConv: Analyzing Irregular Point Clouds with an Irregular View Manxi Lin Aasa Feragen GNN 3DPC 33 11 0 29 Nov 2021
PAPooling: Graph-based Position Adaptive Aggregation of Local Geometry in Point Clouds Jie Wang Jianan Li Lihe Ding Ying Wang Tingfa Xu 3DPC 33 4 0 28 Nov 2021
PU-Transformer: Point Cloud Upsampling Transformer Shi Qiu Saeed Anwar Nick Barnes 3DPC ViT 37 51 0 24 Nov 2021
PointMixer: MLP-Mixer for Point Cloud Understanding Jaesung Choe Chunghyun Park François Rameau Jaesik Park In So Kweon 3DPC 45 98 0 22 Nov 2021
Imperceptible Transfer Attack and Defense on 3D Point Cloud Classification Daizong Liu Wei Hu 3DPC 25 47 0 22 Nov 2021
CpT: Convolutional Point Transformer for 3D Point Cloud Processing Chaitanya Kaul Joshua Mitton H. Dai Roderick Murray-Smith 3DPC 33 6 0 21 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 24 26 0 19 Nov 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
Interpreting Representation Quality of DNNs for 3D Point Cloud Processing Wen Shen Qihan Ren Dongrui Liu Quanshi Zhang 3DPC 47 18 0 05 Nov 2021
PatchFormer: An Efficient Point Transformer with Patch Attention Zhang Cheng Haocheng Wan Xinyi Shen Zizhao Wu 3DPC 24 66 0 30 Oct 2021
RefRec: Pseudo-labels Refinement via Shape Reconstruction for Unsupervised 3D Domain Adaptation Adriano Cardace Riccardo Spezialetti Pierluigi Zama Ramirez Samuele Salti Luigi Di Stefano 33 15 0 21 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
PolyNet: Polynomial Neural Network for 3D Shape Recognition with PolyShape Representation Mohsen Yavartanoo Shih-Hsuan Hung Reyhaneh Neshatavar Yue Zhang Kyoung Mu Lee 19 15 0 15 Oct 2021
Unsupervised Contrastive Learning with Simple Transformation for 3D Point Cloud Data Jincen Jiang Xuequan Lu Wanli Ouyang Meiling Wang 3DPC 22 7 0 13 Oct 2021
Continuous Conditional Random Field Convolution for Point Cloud Segmentation Fei Yang Franck Davoine Huan Wang Zhong Jin 3DV 3DPC 45 34 0 12 Oct 2021
Point Cloud Augmentation with Weighted Local Transformations S. Kim S. Lee Dasol Hwang Jaewon Lee Seong Jae Hwang Hyunwoo J. Kim 3DPC 23 60 0 11 Oct 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
Learning Inner-Group Relations on Point Clouds Haoxi Ran Wei Zhuo Jing Liu Li Lu 3DPC 40 59 0 27 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 39 427 0 19 Aug 2021
Adaptive Graph Convolution for Point Cloud Analysis Hao Zhou Yidan Feng Mingsheng Fang Mingqiang Wei J. Qin Tong Lu 3DPC 45 135 0 18 Aug 2021