Learning Part Boundaries from 3D Point Clouds

15 July 2020

Papers citing "Learning Part Boundaries from 3D Point Clouds"

50 / 54 papers shown

Title
ParSeNet: A Parametric Surface Fitting Network for 3D Point Clouds Gopal Sharma Difan Liu Subhransu Maji E. Kalogerakis S. Chaudhuri Radomír Mvech 3DPC 46 139 0 26 Mar 2020
Neural Contours: Learning to Draw Lines from 3D Shapes Difan Liu Mohamed Nabail Aaron Hertzmann E. Kalogerakis 3DPC 3DV 58 40 0 23 Mar 2020
Grid-GCN for Fast and Scalable Point Cloud Learning Qiangeng Xu Xudong Sun Cho-Ying Wu Panqu Wang Ulrich Neumann 3DPC GNN 75 244 0 06 Dec 2019
Geometric Capsule Autoencoders for 3D Point Clouds Nitish Srivastava Hanlin Goh Ruslan Salakhutdinov 3DPC 48 22 0 06 Dec 2019
RED-NET: A Recursive Encoder-Decoder Network for Edge Detection Truc Le Yuyan Li Ye Duan 31 3 0 05 Dec 2019
Learning Point Embeddings from Shape Repositories for Few-Shot Segmentation Gopal Sharma Francis Li Brendan Chwyl 3DPC 3DV 113 11 0 03 Oct 2019
Hierarchical Point-Edge Interaction Network for Point Cloud Semantic Segmentation Li Jiang Hengshuang Zhao Shu Liu Xiaoyong Shen Chi-Wing Fu Jiaya Jia 3DPC 68 193 0 23 Sep 2019
CvxNet: Learnable Convex Decomposition Boyang Deng Kyle Genova S. Yazdani Sofien Bouaziz Geoffrey E. Hinton Andrea Tagliasacchi 51 255 0 12 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 151 271 0 09 Sep 2019
Point-Voxel CNN for Efficient 3D Deep Learning Zhijian Liu Haotian Tang Chengyue Wu Song Han 3DPC 111 672 0 08 Jul 2019
Going Deeper with Lean Point Networks Eric-Tuan Lê Iasonas Kokkinos Niloy J. Mitra 3DPC 43 6 0 01 Jul 2019
Unsupervised Feature Learning for Point Cloud by Contrasting and Clustering With Graph Convolutional Neural Network Ling Zhang Zhigang Zhu 3DPC SSL 50 15 0 28 Apr 2019
KPConv: Flexible and Deformable Convolution for Point Clouds Hugues Thomas C. Qi Jean-Emmanuel Deschaud B. Marcotegui F. Goulette Leonidas Guibas 3DPC 149 2,527 0 18 Apr 2019
A-CNN: Annularly Convolutional Neural Networks on Point Clouds Artem Komarichev Z. Zhong Jing Hua 3DPC 61 263 0 16 Apr 2019
Relation-Shape Convolutional Neural Network for Point Cloud Analysis Yongcheng Liu Bin Fan Shiming Xiang Chunhong Pan 3DPC 92 892 0 16 Apr 2019
DeepGCNs: Can GCNs Go as Deep as CNNs? Ge Li Matthias Muller Ali K. Thabet Guohao Li 3DPC GNN 114 1,342 0 07 Apr 2019
JSIS3D: Joint Semantic-Instance Segmentation of 3D Point Clouds with Multi-Task Pointwise Networks and Multi-Value Conditional Random Fields Quang Pham D. Nguyen Binh-Son Hua Gemma Roig Sai-Kit Yeung ISeg 3DV 59 204 0 01 Apr 2019
ABC: A Big CAD Model Dataset For Geometric Deep Learning Sebastian Koch Albert Matveev Zhongshi Jiang Francis Williams Alexey Artemov Evgeny Burnaev M. Alexa Denis Zorin Daniele Panozzo 3DPC 3DV 70 456 0 15 Dec 2018
PointRCNN: 3D Object Proposal Generation and Detection from Point Cloud Shaoshuai Shi Xiaogang Wang Hongsheng Li 3DPC 174 2,403 0 11 Dec 2018
PartNet: A Large-scale Benchmark for Fine-grained and Hierarchical Part-level 3D Object Understanding Kaichun Mo Shilin Zhu Angel X. Chang L. Yi Subarna Tripathi Leonidas Guibas Hao Su 3DPC 3DV 84 731 0 06 Dec 2018
Supervised Fitting of Geometric Primitives to 3D Point Clouds Lingxiao Li Minhyuk Sung Anastasia Dubrovina L. Yi Leonidas Guibas 3DPC 53 177 0 22 Nov 2018
PointConv: Deep Convolutional Networks on 3D Point Clouds Wenxuan Wu Zhongang Qi Fuxin Li 3DPC 112 1,558 0 17 Nov 2018
Adaptive O-CNN: A Patch-based Deep Representation of 3D Shapes Peng-Shuai Wang Chun-Yu Sun Yang Liu Xin Tong 3DPC 3DV MedIm 69 121 0 21 Sep 2018
Fully-Convolutional Point Networks for Large-Scale Point Clouds Dario Rethage Johanna Wald Jürgen Sturm Nassir Navab Federico Tombari 3DV 3DPC 64 182 0 21 Aug 2018
EC-Net: an Edge-aware Point set Consolidation Network Lequan Yu Xianzhi Li Chi-Wing Fu Daniel Cohen-Or Pheng-Ann Heng 3DPC 53 239 0 16 Jul 2018
Monte Carlo Convolution for Learning on Non-Uniformly Sampled Point Clouds Pedro Hermosilla Tobias Ritschel Pere-Pau Vázquez À. Vinacua Timo Ropinski 3DPC 91 260 0 05 Jun 2018
Learning long-range spatial dependencies with horizontal gated-recurrent units Drew Linsley Junkyung Kim Vijay Veerabadran Thomas Serre 48 159 0 21 May 2018
Semantic Edge Detection with Diverse Deep Supervision Yun-Hai Liu Ming-Ming Cheng Jiawang Bian Le Zhang Peng-Tao Jiang Yang Cao 49 100 0 09 Apr 2018
SpiderCNN: Deep Learning on Point Sets with Parameterized Convolutional Filters Yifan Xu Tianqi Fan Mingye Xu Long Zeng Yu Qiao 3DV 3DPC 205 770 0 30 Mar 2018
Point Convolutional Neural Networks by Extension Operators Matan Atzmon Haggai Maron Y. Lipman 3DPC 55 538 0 27 Mar 2018
Three Birds One Stone: A General Architecture for Salient Object Segmentation, Edge Detection and Skeleton Extraction Qibin Hou Jiangjiang Liu Ming-Ming Cheng Ali Borji Philip Torr 41 9 0 27 Mar 2018
Flex-Convolution (Million-Scale Point-Cloud Learning Beyond Grid-Worlds) F. Groh P. Wieschollek Hendrik P. A. Lensch 3DPC 63 107 0 20 Mar 2018
SO-Net: Self-Organizing Network for Point Cloud Analysis Jiaxin Li Ben M. Chen Gim Hee Lee 3DPC 66 937 0 12 Mar 2018
SPLATNet: Sparse Lattice Networks for Point Cloud Processing Hang Su Varun Jampani Deqing Sun Subhransu Maji E. Kalogerakis Ming-Hsuan Yang Jan Kautz 3DPC 58 750 0 22 Feb 2018
Dynamic Graph CNN for Learning on Point Clouds Yue Wang Yongbin Sun Ziwei Liu Sanjay E. Sarma M. Bronstein Justin Solomon GNN 3DPC 251 6,119 0 24 Jan 2018
$PointCNN: Convolution On $\mathcal{X}$-Transformed Points$ PointCNN: Convolution On $\mathcal{X}$ -Transformed Points Yangyan Li Rui Bu Mingchao Sun Wei Wu Xinhan Di Baoquan Chen 3DPC 228 2,436 0 23 Jan 2018
Deep Crisp Boundaries: From Boundaries to Higher-level Tasks Yupei Wang Xin Zhao Yin Li Kaiqi Huang 54 78 0 08 Jan 2018
3D-PRNN: Generating Shape Primitives with Recurrent Neural Networks Chuhang Zou Ersin Yumer Jimei Yang Duygu Ceylan Derek Hoiem 3DV 44 209 0 04 Aug 2017
Learning Local Shape Descriptors from Part Correspondences With Multi-view Convolutional Networks Haibin Huang E. Kalogerakis S. Chaudhuri Duygu Ceylan Vladimir G. Kim Ersin Yumer 3DPC 55 134 0 14 Jun 2017
PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space C. Qi L. Yi Hao Su Leonidas Guibas 3DPC 3DV 311 11,062 0 07 Jun 2017
Annotating Object Instances with a Polygon-RNN Lluis Castrejon Kaustav Kundu R. Urtasun Sanja Fidler SSeg 82 360 0 18 Apr 2017
Escape from Cells: Deep Kd-Networks for the Recognition of 3D Point Cloud Models Roman Klokov Victor Lempitsky 3DV 74 982 0 04 Apr 2017
3D Shape Segmentation with Projective Convolutional Networks E. Kalogerakis Melinos Averkiou Subhransu Maji S. Chaudhuri 3DV 3DPC 75 362 0 08 Dec 2016
Richer Convolutional Features for Edge Detection Yun-Hai Liu Ming-Ming Cheng Xiaowei Hu Kai Wang X. Bai 80 1,025 0 07 Dec 2016
SyncSpecCNN: Synchronized Spectral CNN for 3D Shape Segmentation L. Yi Hao Su Xingwen Guo Leonidas Guibas GNN 3DPC 157 467 0 02 Dec 2016
Geometric deep learning: going beyond Euclidean data M. Bronstein Joan Bruna Yann LeCun Arthur Szlam P. Vandergheynst GNN 661 3,274 0 24 Nov 2016
OctNet: Learning Deep 3D Representations at High Resolutions Gernot Riegler Ali O. Ulusoy Andreas Geiger 3DV 3DPC 196 1,477 0 15 Nov 2016
Convolutional Oriented Boundaries Kevis-Kokitsi Maninis Jordi Pont-Tuset Pablo Arbelaez Luc Van Gool 44 231 0 09 Aug 2016
Pushing the Boundaries of Boundary Detection using Deep Learning Iasonas Kokkinos 51 232 0 23 Nov 2015
Semantic Segmentation with Boundary Neural Fields Gedas Bertasius Jianbo Shi Lorenzo Torresani 50 191 0 09 Nov 2015