Escape from Cells: Deep Kd-Networks for the Recognition of 3D Point Cloud Models

4 April 2017

Papers citing "Escape from Cells: Deep Kd-Networks for the Recognition of 3D Point Cloud Models"

50 / 190 papers shown

Title
A Survey on Deep Domain Adaptation for LiDAR Perception Larissa T. Triess M. Dreissig Christoph B. Rist J. Marius Zöllner 49 66 0 04 Jun 2021
Subdivision-Based Mesh Convolution Networks Shimin Hu Zheng-Ning Liu Meng-Hao Guo Junxiong Cai Jiahui Huang Tai-Jiang Mu Ralph Robert Martin 3DV 26 121 0 04 Jun 2021
Simultaneous Multi-View Object Recognition and Grasping in Open-Ended Domains Hamidreza Kasaei Sha Luo Remo Sasso Mohammadreza Kasaei 35 12 0 03 Jun 2021
Learning to Stylize Novel Views Hsin-Ping Huang Hung-Yu Tseng Saurabh Saini M. Singh Ming-Hsuan Yang 35 78 0 27 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 28 475 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
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 30 1 0 30 Apr 2021
Point Cloud Learning with Transformer Xian-Feng Han Yuming Kuang ViT 48 33 0 28 Apr 2021
Dual Transformer for Point Cloud Analysis Xian-Feng Han Yi-Fei Jin Hui Cheng Guoqiang Xiao ViT 48 73 0 27 Apr 2021
Improvement of Normal Estimation for PointClouds via Simplifying Surface Fitting Jun Zhou Wei Jin Mingjie Wang Xiuping Liu Zhiyang Li Zhaobin Liu 3DPC 27 19 0 21 Apr 2021
SSPC-Net: Semi-supervised Semantic 3D Point Cloud Segmentation Network Mingmei Cheng Le Hui Jin Xie Jian Yang 3DPC 35 94 0 16 Apr 2021
FatNet: A Feature-attentive Network for 3D Point Cloud Processing Chaitanya Kaul Nick E. Pears S. Manandhar 3DPC 36 25 0 07 Apr 2021
Exploiting Local Geometry for Feature and Graph Construction for Better 3D Point Cloud Processing with Graph Neural Networks Siddharth Srivastava Gaurav Sharma 3DPC 32 15 0 28 Mar 2021
3D Semantic Scene Completion: a Survey Luis Roldão Raoul de Charette Anne Verroust-Blondet 3DV 31 92 0 12 Mar 2021
EllipsoidNet: Ellipsoid Representation for Point Cloud Classification and Segmentation Yecheng Lyu Xinming Huang Ziming Zhang 3DPC 30 9 0 03 Mar 2021
Self-Supervised Multi-View Learning via Auto-Encoding 3D Transformations Xiang Gao Wei Hu Guo-Jun Qi 39 6 0 01 Mar 2021
Self-Supervised Pretraining of 3D Features on any Point-Cloud Zaiwei Zhang Rohit Girdhar Armand Joulin Ishan Misra 3DPC 137 267 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 47 24 0 02 Jan 2021
Semantics for Robotic Mapping, Perception and Interaction: A Survey Sourav Garg Niko Sünderhauf Feras Dayoub D. Morrison Akansel Cosgun ... Tat-Jun Chin Ian Reid Stephen Gould Peter Corke Michael Milford 31 115 0 02 Jan 2021
CorrNet3D: Unsupervised End-to-end Learning of Dense Correspondence for 3D Point Clouds Yiming Zeng Y. Qian Zhiyu Zhu Junhui Hou Hui Yuan Ying He 3DPC 117 66 0 31 Dec 2020
Hausdorff Point Convolution with Geometric Priors Pengdi Huang Liqiang Lin Fuyou Xue Kai Xu Danny Cohen-Or Hui Huang 3DPC 31 3 0 24 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
PCT: Point cloud transformer Meng-Hao Guo Junxiong Cai Zheng-Ning Liu Tai-Jiang Mu Ralph Robert Martin Shimin Hu ViT 3DPC 65 1,582 0 17 Dec 2020
On Learning the Right Attention Point for Feature Enhancement Liqiang Lin Pengdi Huang FU Chi-Wing XU Kai Hao Zhang Hui Huang 3DPC 36 7 0 11 Dec 2020
Auto-MVCNN: Neural Architecture Search for Multi-view 3D Shape Recognition Zhaoqun Li Hongren Wang Jinxing Li 3DPC 3DV 23 8 0 10 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
ChartPointFlow for Topology-Aware 3D Point Cloud Generation Takumi Kimura Takashi Matsubara K. Uehara 3DPC 31 8 0 04 Dec 2020
PV-RAFT: Point-Voxel Correlation Fields for Scene Flow Estimation of Point Clouds Yi Wei Ziyi Wang Yongming Rao Jiwen Lu Jie Zhou 3DPC 29 98 0 02 Dec 2020
MVTN: Multi-View Transformation Network for 3D Shape Recognition Abdullah Hamdi Silvio Giancola Guohao Li 3DV 3DPC 38 199 0 26 Nov 2020
PBP-Net: Point Projection and Back-Projection Network for 3D Point Cloud Segmentation Juyoung Yang Chanho Lee Pyunghwan Ahn Haeil Lee Eojindl Yi Junmo Kim 3DPC 23 11 0 02 Nov 2020
Learning Occupancy Function from Point Clouds for Surface Reconstruction Menglin Jia M. Kyan 3DPC 30 18 0 22 Oct 2020
Self-Supervised Learning of Part Mobility from Point Cloud Sequence Yahao Shi Xinyu Cao Bin Zhou 3DPC 27 15 0 20 Oct 2020
Deep Learning for 3D Point Cloud Understanding: A Survey Haoming Lu Humphrey Shi 3DPC 20 32 0 18 Sep 2020
Robust Object Classification Approach using Spherical Harmonics Ayman Mukhaimar Ruwan Tennakoon Chow Yin Lai R. Hoseinnezhad A. Bab-Hadiashar 3DPC 18 6 0 02 Sep 2020
Cross-modal Center Loss Longlong Jing Elahe Vahdani Jiaxing Tan Yingli Tian 3DPC 12 4 0 08 Aug 2020
Global Context Aware Convolutions for 3D Point Cloud Understanding Zhiyuan Zhang Binh-Son Hua Wei Chen Yibin Tian Sai-Kit Yeung 3DPC 18 41 0 07 Aug 2020
Self-supervised Learning of Point Clouds via Orientation Estimation Omid Poursaeed Tianxing Jiang Quintessa Qiao N. Xu Vladimir G. Kim 3DPC SSL 16 116 0 01 Aug 2020
Cloud Transformers: A Universal Approach To Point Cloud Processing Tasks Kirill Mazur Victor Lempitsky 3DPC 53 39 0 22 Jul 2020
Discrete Point Flow Networks for Efficient Point Cloud Generation Roman Klokov Edmond Boyer Jakob Verbeek 3DPC 31 107 0 20 Jul 2020
Learning Part Boundaries from 3D Point Clouds Marios Loizou Melinos Averkiou E. Kalogerakis 3DPC 25 33 0 15 Jul 2020
Point Set Voting for Partial Point Cloud Analysis Junming Zhang Weijia Chen Yuping Wang Ram Vasudevan Matthew Johnson-Roberson 3DPC 30 32 0 09 Jul 2020
Local Grid Rendering Networks for 3D Object Detection in Point Clouds Jianan Li Jiashi Feng 3DPC 11 1 0 04 Jul 2020
A Closer Look at Local Aggregation Operators in Point Cloud Analysis Ze Liu Han Hu Yue Cao Zheng Zhang Xin Tong 3DPC 29 182 0 02 Jul 2020
H3DNet: 3D Object Detection Using Hybrid Geometric Primitives Zaiwei Zhang Bo Sun Haitao Yang Qi-Xing Huang 3DPC 25 196 0 10 Jun 2020
Deep Learning for LiDAR Point Clouds in Autonomous Driving: A Review Ying Li Lingfei Ma Zilong Zhong Fei Liu Dongpu Cao Jonathan Li M. Chapman 3DPC 44 397 0 20 May 2020
DPDist : Comparing Point Clouds Using Deep Point Cloud Distance Dahlia Urbach Yizhak Ben-Shabat M. Lindenbaum 3DPC 22 36 0 24 Apr 2020
Deep Learning for Image and Point Cloud Fusion in Autonomous Driving: A Review Yaodong Cui Ren‐Hao Chen Wenbo Chu Long Chen Daxin Tian Ying Li Dongpu Cao 3DPC 37 388 0 10 Apr 2020
SqueezeSegV3: Spatially-Adaptive Convolution for Efficient Point-Cloud Segmentation Chenfeng Xu Bichen Wu Zining Wang Wei Zhan Peter Vajda Kurt Keutzer Masayoshi Tomizuka 3DPC 33 354 0 03 Apr 2020
SK-Net: Deep Learning on Point Cloud via End-to-end Discovery of Spatial Keypoints Weikun Wu Yan Zhang David Wang Yunqi Lei 3DPC 26 50 0 31 Mar 2020
Label-Efficient Learning on Point Clouds using Approximate Convex Decompositions Matheus Gadelha Aruni RoyChowdhury Gopal Sharma E. Kalogerakis Liangliang Cao Erik Learned-Miller Rui Wang Subhransu Maji 3DPC 31 45 0 30 Mar 2020