$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"

50 / 946 papers shown

Title
Potential Convolution: Embedding Point Clouds into Potential Fields Dengsheng Chen Haowen Deng Jun Li Duo Li Yao Duan Kai Xu 3DPC 18 0 0 05 Apr 2021
Few-Data Guided Learning Upon End-to-End Point Cloud Network for 3D Face Recognition Yi Yu F. Da Ziyu Zhang CVBM 3DH 3DV 3DPC 23 10 0 31 Mar 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 10 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
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
Picasso: A CUDA-based Library for Deep Learning over 3D Meshes Huan Lei Naveed Akhtar Ajmal Mian 22 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 18 394 0 26 Mar 2021
Bidirectional Projection Network for Cross Dimension Scene Understanding Wenbo Hu Hengshuang Zhao Li Jiang Jiaya Jia T. Wong 3DV 3DPC 29 131 0 26 Mar 2021
Learning Fine-Grained Segmentation of 3D Shapes without Part Labels Xiaogang Wang Xun Sun Xinyu Cao Kai Xu Bin Zhou 3DV 3DPC 32 16 0 24 Mar 2021
Volumetric Propagation Network: Stereo-LiDAR Fusion for Long-Range Depth Estimation Jaesung Choe Kyungdon Joo Tooba Imtiaz In So Kweon 3DPC MDE 28 33 0 24 Mar 2021
Investigate Indistinguishable Points in Semantic Segmentation of 3D Point Cloud Mingye Xu Zhipeng Zhou Junhao Zhang Yu Qiao 3DPC 36 14 0 18 Mar 2021
R-PointHop: A Green, Accurate, and Unsupervised Point Cloud Registration Method Pranav Kadam Min Zhang Shan Liu C.-C. Jay Kuo 3DPC 11 58 0 15 Mar 2021
3D Semantic Scene Completion: a Survey Luis Roldão Raoul de Charette Anne Verroust-Blondet 3DV 28 92 0 12 Mar 2021
Semantic Segmentation for Real Point Cloud Scenes via Bilateral Augmentation and Adaptive Fusion Shi Qiu Saeed Anwar Nick Barnes 3DPC 28 203 0 12 Mar 2021
Deep Learning Based 3D Segmentation: A Survey Yong-xing He Hongshan Yu Xiao-Yang Liu Zhengeng Yang Wei Sun Ajmal Mian 3DPC 38 70 0 09 Mar 2021
PointGuard: Provably Robust 3D Point Cloud Classification Hongbin Liu Jinyuan Jia Neil Zhenqiang Gong 3DPC 14 75 0 04 Mar 2021
Style-based Point Generator with Adversarial Rendering for Point Cloud Completion Chulin Xie Chuxin Wang Bo Zhang Hao Yang Dong Chen Fang Wen 3DPC 34 82 0 03 Mar 2021
EllipsoidNet: Ellipsoid Representation for Point Cloud Classification and Segmentation Yecheng Lyu Xinming Huang Ziming Zhang 3DPC 24 9 0 03 Mar 2021
LiDAR-based Recurrent 3D Semantic Segmentation with Temporal Memory Alignment Fabian Duerr Mario Pfaller H. Weigel Jürgen Beyerer 3DPC 20 33 0 03 Mar 2021
Self-Supervised Multi-View Learning via Auto-Encoding 3D Transformations Xiang Gao Wei Hu Guo-Jun Qi 29 6 0 01 Mar 2021
Seeing by haptic glance: reinforcement learning-based 3D object Recognition Kévin Riou Suiyi Ling G. Gallot P. Le Callet 24 4 0 15 Feb 2021
HyperPocket: Generative Point Cloud Completion Przemysław Spurek Artur Kasymov Marcin Mazur Diana Janik S. Tadeja Lukasz Struski Jacek Tabor Tomasz Trzciñski 3DPC 21 17 0 11 Feb 2021
Generative Models as Distributions of Functions Emilien Dupont Yee Whye Teh Arnaud Doucet 22 103 0 09 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
PV-RCNN++: Point-Voxel Feature Set Abstraction With Local Vector Representation for 3D Object Detection Shaoshuai Shi Li Jiang Jiajun Deng Zhe Wang Chaoxu Guo Jianping Shi Xiaogang Wang Hongsheng Li 3DPC 139 407 0 31 Jan 2021
D3DLO: Deep 3D LiDAR Odometry Philipp Adis N. Horst M. Wien 3DV 3DPC 19 4 0 28 Jan 2021
PIG-Net: Inception based Deep Learning Architecture for 3D Point Cloud Segmentation Sindhu B. Hegde Shankar Gangisetty 3DPC 21 28 0 28 Jan 2021
The Devils in the Point Clouds: Studying the Robustness of Point Cloud Convolutions Xingyi Li Wenxuan Wu Xiaoli Z. Fern Li Fuxin 3DPC 22 4 0 19 Jan 2021
Self-Supervised Pretraining of 3D Features on any Point-Cloud Zaiwei Zhang Rohit Girdhar Armand Joulin Ishan Misra 3DPC 126 268 0 07 Jan 2021
Boundary-Aware Geometric Encoding for Semantic Segmentation of Point Clouds Jingyu Gong Jiachen Xu Xin Tan Jie Zhou Yanyun Qu Yuan Xie Lizhuang Ma 3DPC 32 46 0 07 Jan 2021
Efficient 3D Point Cloud Feature Learning for Large-Scale Place Recognition Le Hui Mingmei Cheng Jin Xie Jian Yang 3DPC 249 71 0 07 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 34 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 22 1 0 29 Dec 2020
FPCC: Fast Point Cloud Clustering based Instance Segmentation for Industrial Bin-picking Yajun Xu S. Arai Diyi Liu Fang-Erh Lin K. Kosuge 3DPC 8 34 0 29 Dec 2020
TSGCNet: Discriminative Geometric Feature Learning with Two-Stream GraphConvolutional Network for 3D Dental Model Segmentation Lingming Zhang Yue Zhao Deyu Meng Zhiming Cui Chenqiang Gao Xinbo Gao C. Lian D. Shen 3DPC MedIm 37 32 0 26 Dec 2020
GraNet: Global Relation-aware Attentional Network for ALS Point Cloud Classification Rong Huang Yusheng Xu Uwe Stilla 3DPC 25 2 0 24 Dec 2020
Hausdorff Point Convolution with Geometric Priors Pengdi Huang Liqiang Lin Fuyou Xue Kai Xu Danny Cohen-Or Hui Huang 3DPC 23 3 0 24 Dec 2020
Robust Kernel-based Feature Representation for 3D Point Cloud Analysis via Circular Convolutional Network Seunghwan Jung Y. Shin Minyoung Chung 3DPC 17 5 0 22 Dec 2020
Segmentation of structural parts of rosebush plants with 3D point-based deep learning methods Kaya Turgut H. Dutagaci G. Galopin David Rousseau 3DPC 3DV 16 45 0 21 Dec 2020
Knowledge as Invariance -- History and Perspectives of Knowledge-augmented Machine Learning A. Sagel Amit Sahu Stefan Matthes H. Pfeifer Tianming Qiu Harald Ruess Hao Shen Julian Wormann 16 3 0 21 Dec 2020
Recent advances in deep learning theory Fengxiang He Dacheng Tao AI4CE 24 50 0 20 Dec 2020
Learning Geometry-Disentangled Representation for Complementary Understanding of 3D Object Point Cloud Mutian Xu Junhao Zhang Zhipeng Zhou Mingye Xu Xiaojuan Qi Yu Qiao 3DPC 34 132 0 20 Dec 2020
SegGroup: Seg-Level Supervision for 3D Instance and Semantic Segmentation An Tao Yueqi Duan Yi Wei Jiwen Lu Jie Zhou 3DPC 35 49 0 18 Dec 2020
LGENet: Local and Global Encoder Network for Semantic Segmentation of Airborne Laser Scanning Point Clouds Yaping Lin G. Vosselman Yanpeng Cao M. Yang 3DPC 25 24 0 18 Dec 2020
PCT: Point cloud transformer Meng-Hao Guo Junxiong Cai Zheng-Ning Liu Tai-Jiang Mu Ralph Robert Martin Shimin Hu ViT 3DPC 38 1,579 0 17 Dec 2020
FG-Net: Fast Large-Scale LiDAR Point Clouds Understanding Network Leveraging Correlated Feature Mining and Geometric-Aware Modelling Kangcheng Liu Zhi Gao F. Lin Ben M. Chen 3DPC 32 57 0 17 Dec 2020
Temporal LiDAR Frame Prediction for Autonomous Driving David Deng A. Zakhor 3DPC 13 14 0 17 Dec 2020
Point Transformer Hengshuang Zhao Li Jiang Jiaya Jia Philip Torr V. Koltun 3DPC ViT 33 12 0 16 Dec 2020
I3DOL: Incremental 3D Object Learning without Catastrophic Forgetting Jiahua Dong Yang Cong Gan Sun Bingtao Ma Lichen Wang 3DPC CLL 43 32 0 16 Dec 2020
ODFNet: Using orientation distribution functions to characterize 3D point clouds Y. Sahin Alican Mertan Gözde B. Ünal 3DPC 21 7 0 08 Dec 2020

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