$PointCNN: Convolution On $\mathcal{X}$-Transformed Points$

PointCNN: Convolution On $\mathcal{X}$ -Transformed Points

23 January 2018

Papers citing "PointCNN: Convolution On $\mathcal{X}$-Transformed Points"

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Title
Leveraging Large-Scale Pretrained Vision Foundation Models for Label-Efficient 3D Point Cloud Segmentation Shichao Dong Fayao Liu Guosheng Lin VLM 19 3 0 03 Nov 2023
Annotator: A Generic Active Learning Baseline for LiDAR Semantic Segmentation Binhui Xie Shuang Li Qingju Guo Chi Harold Liu Xinjing Cheng VLM 29 8 0 31 Oct 2023
General Point Model with Autoencoding and Autoregressive Zhe Li Zhangyang Gao Cheng Tan Stan Z. Li Laurence T. Yang AI4CE 3DPC 22 4 0 25 Oct 2023
iPUNet:Iterative Cross Field Guided Point Cloud Upsampling Guangshun Wei Hao Pan Shaojie Zhuang Yuanfeng Zhou Changjian Li 3DPC 23 5 0 13 Oct 2023
3D Understanding of Deformable Linear Objects: Datasets and Transferability Benchmark Bare Luka vZagar Tim Hertel Mingyu Liu Ekim Yurtsever Alois C. Knoll 3DPC 20 0 0 13 Oct 2023
PointHR: Exploring High-Resolution Architectures for 3D Point Cloud Segmentation Haibo Qiu Baosheng Yu Yixin Chen Dacheng Tao 3DPC 29 1 0 11 Oct 2023
A Deeply Supervised Semantic Segmentation Method Based on GAN Wei Zhao Qiyu Wei Zeng Zeng GAN 18 0 0 06 Oct 2023
Efficient Anatomical Labeling of Pulmonary Tree Structures via Implicit Point-Graph Networks Kangxian Xie Jiancheng Yang D. Wei Ziqiao Weng Pascal Fua 27 1 0 29 Sep 2023
Model2Scene: Learning 3D Scene Representation via Contrastive Language-CAD Models Pre-training Runnan Chen Xinge Zhu Nenglun Chen Dawei Wang Wei Li Yuexin Ma Ruigang Yang Tongliang Liu Wenping Wang 3DPC SSL 29 3 0 29 Sep 2023
DREAM-PCD: Deep Reconstruction and Enhancement of mmWave Radar Pointcloud Ruixu Geng Yadong Li Dongheng Zhang Jincheng Wu Yating Gao Yang Hu Yuanchun Chen 33 9 0 27 Sep 2023
Regress Before Construct: Regress Autoencoder for Point Cloud Self-supervised Learning Yang Liu C. L. P. Chen Can Wang Xulin King Mengyuan Liu 3DPC 27 7 0 25 Sep 2023
Edge Aware Learning for 3D Point Cloud L. Li 3DPC 30 4 0 23 Sep 2023
Generalized Few-Shot Point Cloud Segmentation Via Geometric Words Yating Xu Conghui Hu Na Zhao Gim Hee Lee 3DPC 17 6 0 20 Sep 2023
Performance of Graph Neural Networks for Point Cloud Applications Dhruv Parikh Bingyi Zhang Rajgopal Kannan Viktor Prasanna Carl E. Busart GNN 3DPC 21 1 0 17 Sep 2023
Large Intestine 3D Shape Refinement Using Point Diffusion Models for Digital Phantom Generation Kaouther Mouheb Mobina Ghojogh Nejad Lavsen Dahal Ehsan Samei Kyle J. Lafata W. Paul Segars Joseph Y. Lo DiffM 11 1 0 15 Sep 2023
Learning the Geodesic Embedding with Graph Neural Networks Bo Pang Zhongtian Zheng Guoping Wang Peng-Shuai Wang GNN 17 7 0 11 Sep 2023
Weakly Supervised Point Clouds Transformer for 3D Object Detection Zuojin Tang Bo Sun Tongwei Ma Daosheng Li Zhenhui Xu 3DPC ViT 19 0 0 08 Sep 2023
Geometry-Informed Neural Operator for Large-Scale 3D PDEs Zong-Yi Li Nikola B. Kovachki Chris Choy Boyi Li Jean Kossaifi ... M. A. Nabian Maximilian Stadler Christian Hundt Kamyar Azizzadenesheli Anima Anandkumar AI4CE 34 131 0 01 Sep 2023
Decoupled Local Aggregation for Point Cloud Learning Binjie Chen Yunzhou Xia Yu Zang Cheng-Yu Wang Jonathan Li 3DPC 24 9 0 31 Aug 2023
Computation-efficient Deep Learning for Computer Vision: A Survey Yulin Wang Yizeng Han Chaofei Wang Shiji Song Qi Tian Gao Huang VLM 31 20 0 27 Aug 2023
Hierarchical Point-based Active Learning for Semi-supervised Point Cloud Semantic Segmentation Zongyi Xu Bo Yuan Shanshan Zhao Qianni Zhang Xinbo Gao 3DPC 27 13 0 22 Aug 2023
Towards Large-scale 3D Representation Learning with Multi-dataset Point Prompt Training Xiaoyang Wu Zhuotao Tian Xin Wen Bohao Peng Xihui Liu Kaicheng Yu Hengshuang Zhao 21 46 0 18 Aug 2023
Invariant Training 2D-3D Joint Hard Samples for Few-Shot Point Cloud Recognition Xuanyu Yi Jiajun Deng Qianru Sun Xiansheng Hua J. Lim Hanwang Zhang 3DPC 13 14 0 18 Aug 2023
Retro-FPN: Retrospective Feature Pyramid Network for Point Cloud Semantic Segmentation Peng Xiang Xin Wen Yu-Shen Liu Hui Zhang Yi Fang Zhizhong Han 3DPC 18 9 0 18 Aug 2023
Conformal Predictions Enhanced Expert-guided Meshing with Graph Neural Networks A. Nobari J. Rey S. Kodali Matthew Jones Faez Ahmed AI4CE 16 1 0 14 Aug 2023
On the Calibration of Uncertainty Estimation in LiDAR-based Semantic Segmentation M. Dreissig Florian Piewak Joschka Boedecker UQCV 11 6 0 04 Aug 2023
Weakly Supervised 3D Instance Segmentation without Instance-level Annotations S. Dong Guosheng Lin ISeg 3DV 33 4 0 03 Aug 2023
VPP: Efficient Conditional 3D Generation via Voxel-Point Progressive Representation Zekun Qi Muzhou Yu Runpei Dong Kaisheng Ma 3DPC 20 11 0 28 Jul 2023
PatchMixer: Rethinking network design to boost generalization for 3D point cloud understanding Davide Boscaini Fabio Poiesi 3DPC 3DV 16 4 0 28 Jul 2023
Point Clouds Are Specialized Images: A Knowledge Transfer Approach for 3D Understanding Jiachen Kang W. Jia Xiangjian He Kin-Man Lam 3DPC 29 2 0 28 Jul 2023
Take-A-Photo: 3D-to-2D Generative Pre-training of Point Cloud Models Ziyi Wang Xumin Yu Yongming Rao Jie Zhou Jiwen Lu DiffM 3DPC 21 18 0 27 Jul 2023
pCTFusion: Point Convolution-Transformer Fusion with Semantic Aware Loss for Outdoor LiDAR Point Cloud Segmentation A. Kuriyal Vaibhav Kumar B. Lohani 3DPC 19 1 0 27 Jul 2023
Clustering based Point Cloud Representation Learning for 3D Analysis Tuo Feng Wenguan Wang Xiaohan Wang Yi Yang Qinghua Zheng 3DPC 30 26 0 27 Jul 2023
Mini-PointNetPlus: a local feature descriptor in deep learning model for 3d environment perception Chuanyu Luo Nuo Cheng Sikun Ma Jun Xiang Xiaohan Li Shengguang Lei Pu Li 3DPC 4 0 0 25 Jul 2023
Patch-Wise Point Cloud Generation: A Divide-and-Conquer Approach Cheng Wen Baosheng Yu Rao Fu Dacheng Tao 3DPC 29 1 0 22 Jul 2023
Meta-Transformer: A Unified Framework for Multimodal Learning Yiyuan Zhang Kaixiong Gong Kaipeng Zhang Hongsheng Li Yu Qiao Wanli Ouyang Xiangyu Yue 21 137 0 20 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
CPCM: Contextual Point Cloud Modeling for Weakly-supervised Point Cloud Semantic Segmentation Lizhao Liu Zhuangwei Zhuang Shan Huang Xu Xiao Tian-Zhu Xiang Cen Chen Jingdong Wang Mingkui Tan 3DPC 39 17 0 19 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 24 4 0 04 Jul 2023
MeT: A Graph Transformer for Semantic Segmentation of 3D Meshes Giuseppe Vecchio Luca Prezzavento C. Pino Francesco Rundo S. Palazzo C. Spampinato 27 5 0 03 Jul 2023
OpenMask3D: Open-Vocabulary 3D Instance Segmentation Ayca Takmaz Elisabetta Fedele R. Sumner Marc Pollefeys F. Tombari Francis Engelmann ISeg VLM 22 163 0 23 Jun 2023
LiDAR-Based Place Recognition For Autonomous Driving: A Survey Yongjun Zhang Pengcheng Shi Jiayuan Li 39 22 0 18 Jun 2023
A survey on deep learning approaches for data integration in autonomous driving system Xi Zhu Likang Wang Caifa Zhou Xiya Cao Yue Gong L. Chen 36 1 0 17 Jun 2023
Low-Resource White-Box Semantic Segmentation of Supporting Towers on 3D Point Clouds via Signature Shape Identification Diogo Mateus Lavado Cláudia Soares Alessandra Micheletti Giovanni Bocchi Alex Coronati Manuel F. Silva Patrizio Frosini 3DPC 22 2 0 13 Jun 2023
$E(2)$ -Equivariant Vision Transformer Renjun Xu Kaifan Yang Ke Liu Fengxiang He ViT MDE 19 9 0 11 Jun 2023
Equivariant vs. Invariant Layers: A Comparison of Backbone and Pooling for Point Cloud Classification Abihith Kothapalli Ashkan Shahbazi Xinran Liu Robert Sheng Soheil Kolouri 3DPC 11 2 0 08 Jun 2023
A Task-driven Network for Mesh Classification and Semantic Part Segmentation Qiujie Dong Xiaoran Gong Rui-Xue Xu Zixiong Wang Shuangmin Chen Shiqing Xin Changhe Tu Wenping Wang AI4CE 20 2 0 08 Jun 2023
Collect-and-Distribute Transformer for 3D Point Cloud Analysis Haibo Qiu Baosheng Yu Dacheng Tao 3DPC ViT 27 6 0 02 Jun 2023
4DSR-GCN: 4D Video Point Cloud Upsampling using Graph Convolutional Networks Lorenzo Berlincioni Stefano Berretti Marco Bertini A. Bimbo 3DPC 12 1 0 01 Jun 2023

PointCNN: Convolution On X\mathcal{X}X-Transformed Points

Papers citing "PointCNN: Convolution On $\mathcal{X}$-Transformed Points"

PointCNN: Convolution On $\mathcal{X}$ -Transformed Points