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
RandomRooms: Unsupervised Pre-training from Synthetic Shapes and Randomized Layouts for 3D Object Detection Yongming Rao Benlin Liu Yi Wei Jiwen Lu Cho-Jui Hsieh Jie Zhou 3DPC 33 50 0 17 Aug 2021
PnP-3D: A Plug-and-Play for 3D Point Clouds Shi Qiu Saeed Anwar Nick Barnes 3DPC 28 27 0 16 Aug 2021
Generative Zero-Shot Learning for Semantic Segmentation of 3D Point Clouds Bjoern Michele Alexandre Boulch Gilles Puy Maxime Bucher Renaud Marlet 3DPC DiffM VLM 41 57 0 13 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
Multi Point-Voxel Convolution (MPVConv) for Deep Learning on Point Clouds Wei Zhou Xin Cao Xiaodan Zhang Xingxing Hao Dekui Wang Ying He 3DPC 37 13 0 28 Jul 2021
MKConv: Multidimensional Feature Representation for Point Cloud Analysis Sungmin Woo Dogyoon Lee Sangwon Hwang Woojin Kim Sangyoun Lee 3DPC 23 24 0 27 Jul 2021
PU-Flow: a Point Cloud Upsampling Network with Normalizing Flows Aihua Mao Zihui Du Junhui Hou Yaqi Duan Yong-jin Liu Ying He 3DPC 37 35 0 13 Jul 2021
Staying in Shape: Learning Invariant Shape Representations using Contrastive Learning Jeffrey Gu Serena Yeung 24 5 0 08 Jul 2021
Point Cloud Registration using Representative Overlapping Points Lifa Zhu Dongrui Liu Changwei Lin Rui Yan Francisco Gómez Fernández Ninghua Yang Ziyong Feng 3DPC 27 24 0 06 Jul 2021
Learning Semantic Segmentation of Large-Scale Point Clouds with Random Sampling Qingyong Hu Bo Yang Linhai Xie Stefano Rosa Yulan Guo Zhihua Wang Niki Trigoni Andrew Markham 3DPC 20 178 0 06 Jul 2021
Self-Contrastive Learning with Hard Negative Sampling for Self-supervised Point Cloud Learning Bianli Du Xiang Gao Wei Hu Xin Li 3DPC SSL 18 81 0 05 Jul 2021
Language-Level Semantics Conditioned 3D Point Cloud Segmentation Bo Liu Shuang Deng Qiulei Dong Zhanyi Hu 3DPC 36 8 0 01 Jul 2021
Robust Pooling through the Data Mode Ayman Mukhaimar Ruwan Tennakoon Chow Yin Lai R. Hoseinnezhad A. Bab-Hadiashar 3DPC 3DV OOD 24 3 0 21 Jun 2021
Revisiting Point Cloud Shape Classification with a Simple and Effective Baseline Ankit Goyal Hei Law Bowei Liu Alejandro Newell Jia Deng 3DPC 47 229 0 09 Jun 2021
Partial Graph Reasoning for Neural Network Regularization Tiange Xiang Chaoyi Zhang Yang Song Siqi Liu Hongliang Yuan Weidong (Tom) Cai OOD 14 2 0 03 Jun 2021
VA-GCN: A Vector Attention Graph Convolution Network for learning on Point Clouds Haotian Hu Fanyi Wang Huixiao Le 3DPC 28 2 0 01 Jun 2021
MeshCNN Fundamentals: Geometric Learning through a Reconstructable Representation Amir Barda Yotam Erel Amit H. Bermano 3DV 26 2 0 27 May 2021
TransLoc3D : Point Cloud based Large-scale Place Recognition using Adaptive Receptive Fields Tianhan Xu Yuanchen Guo Zhiqiang Li Ge Yu Yu-Kun Lai Song-Hai Zhang 3DPC 29 52 0 25 May 2021
Revisiting 2D Convolutional Neural Networks for Graph-based Applications Yecheng Lyu Xinming Huang Ziming Zhang GNN 25 4 0 23 May 2021
HCRF-Flow: Scene Flow from Point Clouds with Continuous High-order CRFs and Position-aware Flow Embedding Ruibo Li Guosheng Lin Tong He Fayao Liu Chunhua Shen 3DPC 41 56 0 17 May 2021
Beyond Self-attention: External Attention using Two Linear Layers for Visual Tasks Meng-Hao Guo Zheng-Ning Liu Tai-Jiang Mu Shimin Hu 28 473 0 05 May 2021
Walk in the Cloud: Learning Curves for Point Clouds Shape Analysis Tiange Xiang Chaoyi Zhang Yang Song Jianhui Yu Weidong (Tom) Cai 3DPC 151 283 0 04 May 2021
Residual Enhanced Multi-Hypergraph Neural Network Jing Huang Xiaolin Huang Jie Yang 9 8 0 02 May 2021
Multi Voxel-Point Neurons Convolution (MVPConv) for Fast and Accurate 3D Deep Learning Wei Zhou Xin Cao Xiaodan Zhang Xingxing Hao Dekui Wang Ying He 3DPC 27 1 0 30 Apr 2021
Point Cloud Learning with Transformer Xian-Feng Han Yuming Kuang ViT 45 33 0 28 Apr 2021
3D Adversarial Attacks Beyond Point Cloud Jinlai Zhang Lyujie Chen Binbin Liu Bojun Ouyang Qizhi Xie Jihong Zhu Weiming Li Yanmei Meng 3DPC 27 38 0 25 Apr 2021
AttWalk: Attentive Cross-Walks for Deep Mesh Analysis Ran Ben Izhak Alon Lahav A. Tal 3DV 29 10 0 23 Apr 2021
ASFM-Net: Asymmetrical Siamese Feature Matching Network for Point Completion Yaqi Xia Yan Xia Wei Li Rui Song Kai Cao Uwe Stilla 3DPC 19 86 0 19 Apr 2021
RPSRNet: End-to-End Trainable Rigid Point Set Registration Network using Barnes-Hut $2^D$ -Tree Representation Sk Aziz Ali Kerem Kahraman Gerd Reis D. Stricker 3DPC 22 13 0 12 Apr 2021
PointShuffleNet: Learning Non-Euclidean Features with Homotopy Equivalence and Mutual Information Linchao He Mengting Luo Dejun Zhang Xiao Yang Hu Chen Yi Zhang 3DPC 15 0 0 31 Mar 2021
PointBA: Towards Backdoor Attacks in 3D Point Cloud Xinke Li Zhirui Chen Yue Zhao Zekun Tong Yabang Zhao A. Lim Qiufeng Wang 3DPC AAML 60 51 0 30 Mar 2021
LiDAR R-CNN: An Efficient and Universal 3D Object Detector Zhichao Li Feng Wang Naiyan Wang 3DPC 35 222 0 29 Mar 2021
Exploiting Local Geometry for Feature and Graph Construction for Better 3D Point Cloud Processing with Graph Neural Networks Siddharth Srivastava Gaurav Sharma 3DPC 27 15 0 28 Mar 2021
PAConv: Position Adaptive Convolution with Dynamic Kernel Assembling on Point Clouds Mutian Xu Runyu Ding Hengshuang Zhao Xiaojuan Qi 3DPC 27 394 0 26 Mar 2021
AET-EFN: A Versatile Design for Static and Dynamic Event-Based Vision Chang Liu Xiaojuan Qi E. Lam Ngai Wong 25 0 0 22 Mar 2021
Skeleton Merger: an Unsupervised Aligned Keypoint Detector Ruoxi Shi Zhengrong Xue Yang You Cewu Lu 3DPC 13 30 0 19 Mar 2021
RangeDet:In Defense of Range View for LiDAR-based 3D Object Detection Lue Fan Xuan Xiong Feng Wang Nai-long Wang Zhaoxiang Zhang 3DPC 39 219 0 18 Mar 2021
MORE: Simultaneous Multi-View 3D Object Recognition and Pose Estimation Tommaso Parisotto Subhaditya Mukherjee Hamidreza Kasaei 11 14 0 17 Mar 2021
Semantic Segmentation for Real Point Cloud Scenes via Bilateral Augmentation and Adaptive Fusion Shi Qiu Saeed Anwar Nick Barnes 3DPC 31 204 0 12 Mar 2021
A Convolutional Architecture for 3D Model Embedding Arniel Labrada B. Bustos I. Sipiran 3DPC 3DV 14 4 0 05 Mar 2021
EllipsoidNet: Ellipsoid Representation for Point Cloud Classification and Segmentation Yecheng Lyu Xinming Huang Ziming Zhang 3DPC 30 9 0 03 Mar 2021
Depth from Camera Motion and Object Detection Brent A. Griffin Jason J. Corso 23 24 0 02 Mar 2021
Self-Supervised Multi-View Learning via Auto-Encoding 3D Transformations Xiang Gao Wei Hu Guo-Jun Qi 34 6 0 01 Mar 2021
Seeing by haptic glance: reinforcement learning-based 3D object Recognition Kévin Riou Suiyi Ling G. Gallot P. Le Callet 29 4 0 15 Feb 2021
Generative Models as Distributions of Functions Emilien Dupont Yee Whye Teh Arnaud Doucet 22 103 0 09 Feb 2021
(AF)2-S3Net: Attentive Feature Fusion with Adaptive Feature Selection for Sparse Semantic Segmentation Network Ran Cheng Ryan Razani E. Taghavi Enxu Li Bingbing Liu 3DPC 158 241 0 08 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 150 74 0 03 Feb 2021
PointCutMix: Regularization Strategy for Point Cloud Classification Jinlai Zhang Lvjie Chen Bojun Ouyang Binbin Liu Jihong Zhu Yujing Chen Yanmei Meng Danfeng Wu 3DPC 31 110 0 05 Jan 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 36 24 0 02 Jan 2021
SALA: Soft Assignment Local Aggregation for Parameter Efficient 3D Semantic Segmentation Hani Itani Silvio Giancola Ali K. Thabet Guohao Li 3DPC 27 1 0 29 Dec 2020