Recurrent Slice Networks for 3D Segmentation of Point Clouds

13 February 2018

Ulrich Neumann

Papers citing "Recurrent Slice Networks for 3D Segmentation of Point Clouds"

50 / 173 papers shown

Title
PolarNet: An Improved Grid Representation for Online LiDAR Point Clouds Semantic Segmentation Yang Zhang Zixiang Zhou P. David Xiangyu Yue Zerong Xi Boqing Gong H. Foroosh 3DPC 15 452 0 31 Mar 2020
Learning to Segment 3D Point Clouds in 2D Image Space Yecheng Lyu Xinming Huang Ziming Zhang 3DPC 18 52 0 12 Mar 2020
Bi-Directional Attention for Joint Instance and Semantic Segmentation in Point Clouds G. Wu Zhiyi Pan Peng-Tao Jiang Changhe Tu 3DPC 14 6 0 11 Mar 2020
3DCFS: Fast and Robust Joint 3D Semantic-Instance Segmentation via Coupled Feature Selection Liang Du Jingang Tan Xiangyang Xue Lili Chen Hongkai Wen Jianfeng Feng Jiamao Li Xiaolin Zhang 3DPC 3DV 17 12 0 01 Mar 2020
PointASNL: Robust Point Clouds Processing using Nonlocal Neural Networks with Adaptive Sampling Xu Yan Chaoda Zheng Zhuguo Li Sheng Wang Shuguang Cui 3DPC 27 544 0 01 Mar 2020
KeypointNet: A Large-scale 3D Keypoint Dataset Aggregated from Numerous Human Annotations Yang You Yujing Lou Chengkun Li Zhoujun Cheng Liangwei Li Lizhuang Ma Weiming Wang Cewu Lu 3DH 3DV 3DPC 6 68 0 28 Feb 2020
FPConv: Learning Local Flattening for Point Convolution Yiqun Lin Zizheng Yan Haibin Huang Dong Du Ligang Liu Shuguang Cui Xiaoguang Han 3DPC 14 145 0 25 Feb 2020
Improving Semantic Analysis on Point Clouds via Auxiliary Supervision of Local Geometric Priors Lulu Tang Ke Chen Chaozheng Wu Yu Hong K. Jia Zhixin Yang 3DPC 11 24 0 14 Jan 2020
PV-RCNN: Point-Voxel Feature Set Abstraction for 3D Object Detection Shaoshuai Shi Chaoxu Guo Li Jiang Zhe Wang Jianping Shi Xiaogang Wang Hongsheng Li 3DPC 38 1,743 0 31 Dec 2019
Pointwise Attention-Based Atrous Convolutional Neural Networks M. Mahdavi Fahimeh Fooladgar S. Kasaei 3DPC 20 3 0 27 Dec 2019
Deep Learning for 3D Point Clouds: A Survey Yulan Guo Hanyun Wang Qingyong Hu Hao Liu Li Liu Bennamoun 3DPC 27 1,642 0 27 Dec 2019
Geometry Sharing Network for 3D Point Cloud Classification and Segmentation Mingye Xu Zhipeng Zhou Yu Qiao 3DPC 19 92 0 23 Dec 2019
JSNet: Joint Instance and Semantic Segmentation of 3D Point Clouds Lin Zhao Wenbing Tao 3DV ISeg 37 105 0 20 Dec 2019
Grid-GCN for Fast and Scalable Point Cloud Learning Qiangeng Xu Xudong Sun Cho-Ying Wu Panqu Wang Ulrich Neumann 3DPC GNN 23 244 0 06 Dec 2019
AdvPC: Transferable Adversarial Perturbations on 3D Point Clouds Abdullah Hamdi Sara Rojas Ali K. Thabet Bernard Ghanem AAML 3DPC 25 127 0 01 Dec 2019
Relation Graph Network for 3D Object Detection in Point Clouds Mingtao Feng Syed Zulqarnain Gilani Yaonan Wang Liang Zhang Ajmal Saeed Mian 3DPC 14 72 0 30 Nov 2019
RandLA-Net: Efficient Semantic Segmentation of Large-Scale Point Clouds Qingyong Hu Bo Yang Linhai Xie Stefano Rosa Yulan Guo Zhihua Wang A. Trigoni Andrew Markham 3DPC 24 1,469 0 25 Nov 2019
Point Cloud Processing via Recurrent Set Encoding Pengxiang Wu Chao Chen Jingru Yi Dimitris N. Metaxas 3DPC 12 11 0 25 Nov 2019
Exploiting Local and Global Structure for Point Cloud Semantic Segmentation with Contextual Point Representations Xu Wang Jingming He Lin Ma 3DPC 14 57 0 13 Nov 2019
Unsupervised Multi-Task Feature Learning on Point Clouds Kaveh Hassani Mike Haley SSL 3DPC 117 193 0 18 Oct 2019
DeepGCNs: Making GCNs Go as Deep as CNNs G. Li Matthias Muller Guocheng Qian Itzel C. Delgadillo Abdulellah Abualshour Ali K. Thabet Bernard Ghanem 3DPC GNN 31 168 0 15 Oct 2019
Point Attention Network for Semantic Segmentation of 3D Point Clouds Mingtao Feng Liang Zhang Xuefei Lin Syed Zulqarnain Gilani Ajmal Saeed Mian 3DPC 44 150 0 27 Sep 2019
Hierarchical Point-Edge Interaction Network for Point Cloud Semantic Segmentation Li Jiang Hengshuang Zhao Shu-Lin Liu Xiaoyong Shen Chi-Wing Fu Jiaya Jia 3DPC 18 193 0 23 Sep 2019
Go Wider: An Efficient Neural Network for Point Cloud Analysis via Group Convolutions Can Chen L. Z. Fragonara Antonios Tsourdos 3DPC 11 7 0 23 Sep 2019
DensePoint: Learning Densely Contextual Representation for Efficient Point Cloud Processing Yongcheng Liu Bin Fan Gaofeng Meng Jiwen Lu Shiming Xiang Chunhong Pan 3DPC 119 270 0 09 Sep 2019
Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation Yuxing Xie Jiaojiao Tian Xiaoxiang Zhu 3DPC 19 206 0 23 Aug 2019
Rotation Invariant Convolutions for 3D Point Clouds Deep Learning Zhiyuan Zhang Binh-Son Hua D. Rosen Sai-Kit Yeung 3DPC 19 167 0 17 Aug 2019
ShellNet: Efficient Point Cloud Convolutional Neural Networks using Concentric Shells Statistics Zhiyuan Zhang Binh-Son Hua Sai-Kit Yeung 3DPC 27 346 0 17 Aug 2019
PS^2-Net: A Locally and Globally Aware Network for Point-Based Semantic Segmentation Na Zhao Tat-Seng Chua Gim Hee Lee 3DPC 14 1 0 15 Aug 2019
Interpolated Convolutional Networks for 3D Point Cloud Understanding Jiageng Mao Xiaogang Wang Hongsheng Li 3DPC 28 215 0 13 Aug 2019
LassoNet: Deep Lasso-Selection of 3D Point Clouds Zhutian Chen Wei Zeng Zhiguang Yang Lingyun Yu Chi-Wing Fu Huamin Qu 3DPC 18 44 0 31 Jul 2019
DAR-Net: Dynamic Aggregation Network for Semantic Scene Segmentation Zong-gui Zhao Min Liu K. Ramani 3DPC 28 18 0 28 Jul 2019
PointAtrousGraph: Deep Hierarchical Encoder-Decoder with Point Atrous Convolution for Unorganized 3D Points Liang Pan C. Chew Gim Hee Lee 3DPC 11 8 0 23 Jul 2019
Point-Voxel CNN for Efficient 3D Deep Learning Zhijian Liu Haotian Tang Yujun Lin Song Han 3DPC 41 660 0 08 Jul 2019
From Points to Parts: 3D Object Detection from Point Cloud with Part-aware and Part-aggregation Network Shaoshuai Shi Zhe Wang Jianping Shi Xiaogang Wang Hongsheng Li 3DPC 19 822 0 08 Jul 2019
Learning Object Bounding Boxes for 3D Instance Segmentation on Point Clouds Bo Yang Jianan Wang R. Clark Qingyong Hu Sen Wang Andrew Markham A. Trigoni 3DPC 25 324 0 04 Jun 2019
Point Clouds Learning with Attention-based Graph Convolution Networks Zhuyang Xie Junzhou Chen B. Peng 3DPC 16 53 0 31 May 2019
LSANet: Feature Learning on Point Sets by Local Spatial Aware Layer Lin-Zhuo Chen Xuan-Yi Li Deng-Ping Fan Kai Wang Shao-Ping Lu Ming-Ming Cheng 3DPC 6 34 0 14 May 2019
Deep Unsupervised Learning of 3D Point Clouds via Graph Topology Inference and Filtering Siheng Chen Chaojing Duan Yaoqing Yang Duanshun Li Chen Feng Dong Tian 3DPC 29 71 0 11 May 2019
RL-GAN-Net: A Reinforcement Learning Agent Controlled GAN Network for Real-Time Point Cloud Shape Completion M. Sarmad H. J. Lee Y. Kim 3DPC 20 180 0 28 Apr 2019
KPConv: Flexible and Deformable Convolution for Point Clouds Hugues Thomas C. Qi Jean-Emmanuel Deschaud B. Marcotegui F. Goulette Leonidas J. Guibas 3DPC 22 2,498 0 18 Apr 2019
A-CNN: Annularly Convolutional Neural Networks on Point Clouds Artem Komarichev Z. Zhong Jing Hua 3DPC 22 262 0 16 Apr 2019
Relation-Shape Convolutional Neural Network for Point Cloud Analysis Yongcheng Liu Bin Fan Shiming Xiang Chunhong Pan 3DPC 13 884 0 16 Apr 2019
DeepGCNs: Can GCNs Go as Deep as CNNs? G. Li Matthias Muller Ali K. Thabet Bernard Ghanem 3DPC GNN 22 1,326 0 07 Apr 2019
Modeling Point Clouds with Self-Attention and Gumbel Subset Sampling Jiancheng Yang Qiang Zhang Bingbing Ni Linguo Li Jinxian Liu Mengdie Zhou Qi Tian 3DPC 27 379 0 06 Apr 2019
ConvPoint: Continuous Convolutions for Point Cloud Processing Alexandre Boulch 3DPC 22 239 0 04 Apr 2019
JSIS3D: Joint Semantic-Instance Segmentation of 3D Point Clouds with Multi-Task Pointwise Networks and Multi-Value Conditional Random Fields Quang-Cuong Pham D. Nguyen Binh-Son Hua Gemma Roig Sai-Kit Yeung ISeg 3DV 19 202 0 01 Apr 2019
MortonNet: Self-Supervised Learning of Local Features in 3D Point Clouds Ali K. Thabet Humam Alwassel Bernard Ghanem 3DPC 24 28 0 30 Mar 2019
Accurate Monocular Object Detection via Color-Embedded 3D Reconstruction for Autonomous Driving Xinzhu Ma Zhihui Wang Haojie Li Pengbo Zhang Xin Fan Wanli Ouyang 3DPC 31 298 0 27 Mar 2019
BAE-NET: Branched Autoencoder for Shape Co-Segmentation Zhiqin Chen K. Yin Matthew Fisher S. Chaudhuri Hao Zhang 12 137 0 27 Mar 2019