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Revisiting Point Cloud Classification: A New Benchmark Dataset and Classification Model on Real-World Data

IEEE International Conference on Computer Vision (ICCV), 2019

13 August 2019

Mikaela Angelina Uy

Papers citing "Revisiting Point Cloud Classification: A New Benchmark Dataset and Classification Model on Real-World Data"

50 / 478 papers shown

Title
3D Vision with Transformers: A Survey Jean Lahoud Jiale Cao Fahad Shahbaz Khan Hisham Cholakkal Rao Muhammad Anwer Salman Khan Ming-Hsuan Yang ViT MedIm 245 43 0 08 Aug 2022
P2P: Tuning Pre-trained Image Models for Point Cloud Analysis with Point-to-Pixel PromptingNeural Information Processing Systems (NeurIPS), 2022 Ziyi Wang Xumin Yu Yongming Rao Jie Zhou Jiwen Lu VPVLM VLM 209 98 0 04 Aug 2022
UTOPIC: Uncertainty-aware Overlap Prediction Network for Partial Point Cloud Registration Zhilei Chen Honghua Chen Lina Gong Xu Yan Jun Wang Yan Guo J. Qin Mingqiang Wei 3DPC 208 24 0 04 Aug 2022
Boosting Point-BERT by Multi-choice Tokens Kexue Fu Ming-Dong Yuan Manning Wang 3DPC 211 13 0 27 Jul 2022
3DOS: Towards 3D Open Set Learning -- Benchmarking and Understanding Semantic Novelty Detection on Point CloudsNeural Information Processing Systems (NeurIPS), 2022 A. Alliegro Francesco Cappio Borlino Tatiana Tommasi 3DPC 3DV 257 12 0 23 Jul 2022
$Image to Icosahedral Projection for $\mathrm{SO}(3)$ Object Reasoning from Single-View Images$ Image to Icosahedral Projection for $\mathrm{SO}(3)$ Object Reasoning from Single-View Images David Klee Ondrej Biza Robert Platt Robin Walters 223 4 0 18 Jul 2022
PointNorm: Dual Normalization is All You Need for Point Cloud AnalysisIEEE International Joint Conference on Neural Network (IJCNN), 2022 Shen Zheng Jinqian Pan Chang-Tien Lu Gaurav Gupta 3DPC 315 13 0 13 Jul 2022
SHREC'22 Track: Sketch-Based 3D Shape Retrieval in the WildComputers & graphics (Comput. Graph.), 2022 Jie Qin Shuaihang Yuan Jiaxin Chen Boulbaba Ben Amor Yi Fang ... Haiqin Chen Yan Wang Qunying Zhou Ji Zhang Hongyu Wang 3DV 147 11 0 11 Jul 2022
Masked Surfel Prediction for Self-Supervised Point Cloud Learning Yabin Zhang Jiehong Lin Chenhang He Yuxiao Chen Kui Jia Lei Zhang 3DPC 176 24 0 07 Jul 2022
Masked Autoencoders in 3D Point Cloud Representation LearningIEEE transactions on multimedia (IEEE TMM), 2022 Jincen Jiang Xuequan Lu Lizhi Zhao Richard Dazeley Meili Wang 3DPC ViT 269 49 0 04 Jul 2022
Enhancing Local Geometry Learning for 3D Point Cloud via Decoupling Convolution H. Xiu Xin Liu Weimin Wang Kyoung-Sook Kim T. Shinohara Qiong Chang M. Matsuoka 3DPC 158 0 0 04 Jul 2022
Enhancing Local Feature Learning Using Diffusion for 3D Point Cloud Understanding H. Xiu Xin Liu Weimin Wang Kyoung-Sook Kim T. Shinohara Qiong Chang M. Matsuoka DiffM 3DPC 143 0 0 04 Jul 2022
Masked Autoencoder for Self-Supervised Pre-training on Lidar Point Clouds Georg Hess Johan Jaxing Elias Svensson David Hagerman Christoffer Petersson Lennart Svensson 3DPC ViT 274 50 0 01 Jul 2022
Molecular Geometry Pretraining with SE(3)-Invariant Denoising Distance MatchingInternational Conference on Learning Representations (ICLR), 2022 Shengchao Liu Hongyu Guo Jian Tang 227 93 0 27 Jun 2022
BIMS-PU: Bi-Directional and Multi-Scale Point Cloud UpsamplingIEEE Robotics and Automation Letters (RA-L), 2022 Yechao Bai Xiaogang Wang Marcelo H. Ang Jr Daniela Rus 3DPC 212 5 0 25 Jun 2022
PointNeXt: Revisiting PointNet++ with Improved Training and Scaling StrategiesNeural Information Processing Systems (NeurIPS), 2022 Guocheng Qian Yuchen Li Houwen Peng Jinjie Mai Hasan Hammoud Mohamed Elhoseiny Guohao Li 3DPC 441 873 0 09 Jun 2022
Utility of Equivariant Message Passing in Cortical Mesh SegmentationAnnual Conference on Medical Image Understanding and Analysis (MIUA), 2022 Dániel Unyi F. Insalata Petar Velickovic Bálint Gyires-Tóth 150 0 0 07 Jun 2022
GenSDF: Two-Stage Learning of Generalizable Signed Distance FunctionsNeural Information Processing Systems (NeurIPS), 2022 Gene Chou Ilya Chugunov Felix Heide 3DPC 152 39 0 06 Jun 2022
Scan2Part: Fine-grained and Hierarchical Part-level Understanding of Real-World 3D ScansVISIGRAPP (VISIGRAPP), 2022 A. Notchenko Vladislav Ishimtsev Alexey Artemov V. Selyutin Emil Bogomolov Evgeny Burnaev 3DPC 3DV 168 4 0 06 Jun 2022
Few-shot Class-incremental Learning for 3D Point Cloud ObjectsEuropean Conference on Computer Vision (ECCV), 2022 T. Chowdhury A. Cheraghian Sameera Ramasinghe Sahar Ahmadi Morteza Saberi Shafin Rahman 3DPC 177 24 0 30 May 2022
The Devil is in the Pose: Ambiguity-free 3D Rotation-invariant Learning via Pose-aware ConvolutionComputer Vision and Pattern Recognition (CVPR), 2022 Ronghan Chen Yang Cong 3DH 149 24 0 30 May 2022
3D-model ShapeNet Core Classification using Meta-Semantic Learning F. Mohammadi Cheng Chen Farzan Shenavarmasouleh M. Amini Beshoy Morkos H. Arabnia 3DPC 146 2 0 28 May 2022
Point-M2AE: Multi-scale Masked Autoencoders for Hierarchical Point Cloud Pre-trainingNeural Information Processing Systems (NeurIPS), 2022 Renrui Zhang Ziyu Guo Rongyao Fang Bingyan Zhao Dong Wang Yu Qiao Jiaming Song Shiyang Feng 3DPC 731 341 0 28 May 2022
Primitive3D: 3D Object Dataset Synthesis from Randomly Assembled PrimitivesComputer Vision and Pattern Recognition (CVPR), 2022 Xinke Li Henghui Ding Zekun Tong Yuwei Wu Yeow Meng Chee DD 169 5 0 25 May 2022
Advanced Feature Learning on Point Clouds using Multi-resolution Features and Learnable PoolingRemote Sensing (RS), 2022 Kevin Tirta Wijaya Dong-Hee Paek Seung-Hyun Kong 3DPC 184 31 0 20 May 2022
Surface Representation for Point CloudsComputer Vision and Pattern Recognition (CVPR), 2022 Haoxi Ran Jun Liu Chengjie Wang 3DPC 291 197 0 11 May 2022
Open-Set Semi-Supervised Learning for 3D Point Cloud UnderstandingInternational Conference on Pattern Recognition (ICPR), 2022 Xian Shi Xun Xu Wanyue Zhang Xiatian Zhu Chuan-Sheng Foo Kui Jia 3DPC 151 6 0 02 May 2022
APP-Net: Auxiliary-point-based Push and Pull Operations for Efficient Point Cloud Classification Tao Lu Chunxu Liu You-ren Chen Gangshan Wu Limin Wang 3DPC 201 7 0 02 May 2022
MetaSets: Meta-Learning on Point Sets for Generalizable RepresentationsComputer Vision and Pattern Recognition (CVPR), 2021 Chao Huang Zhangjie Cao Yunbo Wang Jianmin Wang Mingsheng Long 3DPC 174 35 0 15 Apr 2022
3DeformRS: Certifying Spatial Deformations on Point CloudsComputer Vision and Pattern Recognition (CVPR), 2022 S. GabrielPérez Juan C. Pérez Motasem Alfarra Silvio Giancola Guohao Li 3DPC 200 14 0 12 Apr 2022
Points to Patches: Enabling the Use of Self-Attention for 3D Shape RecognitionInternational Conference on Pattern Recognition (ICPR), 2022 Axel Berg Magnus Oskarsson Mark O'Connor 3DPC ViT 163 32 0 08 Apr 2022
POS-BERT: Point Cloud One-Stage BERT Pre-Training Kexue Fu Shiyang Feng Shaolei Liu Renrui Zhang Yu Qiao Manning Wang 3DPC 182 22 0 03 Apr 2022
Hypergraph Convolutional Networks via Equivalency between Hypergraphs and Undirected Graphs Jiying Zhang Fuyang Li Xi Xiao Qifeng Bai Yu Rong Junzhou Huang Yatao Bian GNN 183 29 0 31 Mar 2022
Towards Implicit Text-Guided 3D Shape GenerationComputer Vision and Pattern Recognition (CVPR), 2022 Zhengzhe Liu Yi Wang Xiaojuan Qi Chi-Wing Fu 162 99 0 28 Mar 2022
3D-OAE: Occlusion Auto-Encoders for Self-Supervised Learning on Point CloudsIEEE International Conference on Robotics and Automation (ICRA), 2022 Junsheng Zhou Xin Wen Baorui Ma Yu-Shen Liu Yue Gao Yi Fang Zhizhong Han 3DPC 219 23 0 26 Mar 2022
Verifiable Access Control for Augmented Reality Localization and Mapping Shaowei Zhu Hyo Jin Kim Maurizio Monge G. E. Suh Armin Alaghi Brandon Reagen Vincent T. Lee 221 1 0 24 Mar 2022
Masked Discrimination for Self-Supervised Learning on Point CloudsEuropean Conference on Computer Vision (ECCV), 2022 Haotian Liu Mu Cai Yong Jae Lee 3DPC 326 218 0 21 Mar 2022
TO-Scene: A Large-scale Dataset for Understanding 3D Tabletop ScenesEuropean Conference on Computer Vision (ECCV), 2022 Mutian Xu P. Chen Haolin Liu Xiaoguang Han 3DPC LM&Ro 204 14 0 17 Mar 2022
STPLS3D: A Large-Scale Synthetic and Real Aerial Photogrammetry 3D Point Cloud DatasetBritish Machine Vision Conference (BMVC), 2022 Meida Chen Qingyong Hu Zifan Yu Hugues Thomas Andrew Feng Yu Hou Kyle McCullough Fengbo Ren L. Soibelman SLR AI4TS 324 89 0 17 Mar 2022
Masked Autoencoders for Point Cloud Self-supervised LearningEuropean Conference on Computer Vision (ECCV), 2022 Yatian Pang Wenxiao Wang Francis E. H. Tay Wen Liu Yonghong Tian Liuliang Yuan 3DPC ViT 257 610 0 13 Mar 2022
Data Representativity for Machine Learning and AI Systems Line H. Clemmensen R. Kjærsgaard 218 29 0 09 Mar 2022
Quasi-Balanced Self-Training on Noise-Aware Synthesis of Object Point Clouds for Closing Domain GapEuropean Conference on Computer Vision (ECCV), 2022 Yuxiao Chen Zihao Wang Longkun Zou Ke Chen Kui Jia 3DPC 176 11 0 08 Mar 2022
3DCTN: 3D Convolution-Transformer Network for Point Cloud Classification Dening Lu Qian Xie Linlin Xu Jonathan Li 3DV 166 93 0 02 Mar 2022
CrossPoint: Self-Supervised Cross-Modal Contrastive Learning for 3D Point Cloud UnderstandingComputer Vision and Pattern Recognition (CVPR), 2022 Mohamed Afham Isuru Dissanayake Dinithi Dissanayake Amaya Dharmasiri Kanchana Thilakarathna Ranga Rodrigo 3DPC 262 317 0 01 Mar 2022
Unsupervised Point Cloud Representation Learning with Deep Neural Networks: A SurveyIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Aoran Xiao Jiaxing Huang Dayan Guan Xiaoqin Zhang Shijian Lu Ling Shao 3DPC 290 110 0 28 Feb 2022
Point Set Self-EmbeddingIEEE Transactions on Visualization and Computer Graphics (TVCG), 2022 Ruihui Li Xianzhi Li T. Wong Chi-Wing Fu 3DPC 201 3 0 28 Feb 2022
RIConv++: Effective Rotation Invariant Convolutions for 3D Point Clouds Deep LearningInternational Journal of Computer Vision (IJCV), 2022 Zhiyuan Zhang Binh-Son Hua Sai-Kit Yeung 3DPC 256 63 0 26 Feb 2022
LPF-Defense: 3D Adversarial Defense based on Frequency AnalysisPLoS ONE (PLoS ONE), 2022 Hanieh Naderi Kimia Noorbakhsh Arian Etemadi S. Kasaei AAML 241 15 0 23 Feb 2022
Rethinking Network Design and Local Geometry in Point Cloud: A Simple Residual MLP FrameworkInternational Conference on Learning Representations (ICLR), 2022 Xu Ma Can Qin Haoxuan You Haoxi Ran Y. Fu 3DPC 362 760 0 15 Feb 2022
Benchmarking and Analyzing Point Cloud Classification under CorruptionsInternational Conference on Machine Learning (ICML), 2022 Jiawei Ren Liang Pan Ziwei Liu 3DPC 330 105 0 07 Feb 2022