PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space

7 June 2017

Papers citing "PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space"

50 / 1,978 papers shown

Title
Nesti-Net: Normal Estimation for Unstructured 3D Point Clouds using Convolutional Neural Networks Yizhak Ben-Shabat M. Lindenbaum A. Fischer 3DPC 27 89 0 03 Dec 2018
Multiview Based 3D Scene Understanding On Partial Point Sets Ye Zhu S. Shepstone Pablo Martínez-Nuevo M. S. Kristoffersen Fabien Moutarde Zhuang Fu 3DPC 31 4 0 30 Nov 2018
PointCloud Saliency Maps Tianhang Zheng Changyou Chen Junsong Yuan Bo Li K. Ren 3DPC 25 209 0 28 Nov 2018
A Graph-CNN for 3D Point Cloud Classification Yingxue Zhang Michael G. Rabbat 3DPC 118 158 0 28 Nov 2018
MeshNet: Mesh Neural Network for 3D Shape Representation Yutong Feng Yifan Feng Haoxuan You Xibin Zhao Yue Gao 3DV 3DH 27 301 0 28 Nov 2018
Patch-based Progressive 3D Point Set Upsampling Yifan Wang Shihao Wu J. Herrmann Daniel Cohen-Or O. Sorkine-Hornung 3DPC 27 268 0 27 Nov 2018
GarNet: A Two-Stream Network for Fast and Accurate 3D Cloth Draping Erhan Gundogdu Victor Constantin Amrollah Seifoddini Minh Dang Mathieu Salzmann Pascal Fua AI4CE 3DH 3DPC 24 136 0 27 Nov 2018
Deep Geometric Prior for Surface Reconstruction Francis Williams T. Schneider Claudio Silva Denis Zorin Joan Bruna Daniele Panozzo 3DPC 32 191 0 27 Nov 2018
Angular Triplet-Center Loss for Multi-view 3D Shape Retrieval Zhaoqun Li Cheng Xu B. Leng DML 3DPC 37 50 0 21 Nov 2018
Modeling Local Geometric Structure of 3D Point Clouds using Geo-CNN Shiyi Lan Ruichi Yu Gang Yu L. Davis 3DPC 27 140 0 19 Nov 2018
Stochastic Deep Networks Gwendoline de Bie Gabriel Peyré Marco Cuturi 40 21 0 19 Nov 2018
PointConv: Deep Convolutional Networks on 3D Point Clouds Wenxuan Wu Zhongang Qi Fuxin Li 3DPC 87 1,547 0 17 Nov 2018
Augmented LiDAR Simulator for Autonomous Driving Jin Fang Dingfu Zhou Feilong Yan Tongtong Zhao Feihu Zhang Yu Ma Liang Wang Ruigang Yang 3DPC 29 120 0 17 Nov 2018
The Perfect Match: 3D Point Cloud Matching with Smoothed Densities Zan Gojcic Caifa Zhou Jan Dirk Wegner A. Wieser 3DPC 3DV 44 454 0 16 Nov 2018
GaitSet: Regarding Gait as a Set for Cross-View Gait Recognition Hanqing Chao Yiwei He Junping Zhang Jianfeng Feng CVBM 30 514 0 15 Nov 2018
RoarNet: A Robust 3D Object Detection based on RegiOn Approximation Refinement K. Shin Y. Kwon Masayoshi Tomizuka 3DPC 42 180 0 09 Nov 2018
Deep Semantic Instance Segmentation of Tree-like Structures Using Synthetic Data Marco Stricker Olivier Augereau Stephen Moore 3DPC 18 11 0 08 Nov 2018
View Inter-Prediction GAN: Unsupervised Representation Learning for 3D Shapes by Learning Global Shape Memories to Support Local View Predictions Zhizhong Han Mingyang Shang Yu-Shen Liu Matthias Zwicker SSL 3DV GAN 19 135 0 07 Nov 2018
3DCapsule: Extending the Capsule Architecture to Classify 3D Point Clouds Fei Yang C. Zheng 3DPC 33 41 0 06 Nov 2018
Practical Shape Analysis and Segmentation Methods for Point Cloud Models Reed M. Williams H. Ilies 3DPC 19 14 0 25 Oct 2018
Using Deep Learning to Extend the Range of Air-Pollution Monitoring and Forecasting Philipp Haehnel Jakub Mareˇcek Julien Monteil Fearghal O'Donncha AI4CE 20 39 0 22 Oct 2018
Point Cloud GAN Chun-Liang Li Manzil Zaheer Yang Zhang Barnabás Póczós Ruslan Salakhutdinov 3DPC 42 209 0 13 Oct 2018
PointGrow: Autoregressively Learned Point Cloud Generation with Self-Attention Yongbin Sun Yue Wang Ziwei Liu J. Siegel Sanjay E. Sarma 3DPC 31 195 0 12 Oct 2018
Point Cloud Colorization Based on Densely Annotated 3D Shape Dataset Xu Cao K. Nagao 3DH 3DPC 16 19 0 12 Oct 2018
Energy Flow Networks: Deep Sets for Particle Jets Patrick T. Komiske E. Metodiev Jesse Thaler PINN 3DPC 51 254 0 11 Oct 2018
Know What Your Neighbors Do: 3D Semantic Segmentation of Point Clouds Francis Engelmann Theodora Kontogianni Jonas Schult Bastian Leibe 3DPC 24 109 0 02 Oct 2018
3D-PSRNet: Part Segmented 3D Point Cloud Reconstruction From a Single Image Priyanka Mandikal L. NavaneetK. R. Venkatesh Babu 3DPC 3DV 24 43 0 30 Sep 2018
SqueezeSegV2: Improved Model Structure and Unsupervised Domain Adaptation for Road-Object Segmentation from a LiDAR Point Cloud Bichen Wu Xuanyu Zhou Sicheng Zhao Xiangyu Yue Kurt Keutzer 3DPC 15 617 0 22 Sep 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 38 121 0 21 Sep 2018
Generating 3D Adversarial Point Clouds Chong Xiang C. Qi Yue Liu 3DPC 60 289 0 19 Sep 2018
Recent Advances in Object Detection in the Age of Deep Convolutional Neural Networks Shivang Agarwal Jean Ogier du Terrail F. Jurie ObjD 34 123 0 10 Sep 2018
PPF-FoldNet: Unsupervised Learning of Rotation Invariant 3D Local Descriptors Haowen Deng Tolga Birdal Slobodan Ilic 3DPC 47 388 0 30 Aug 2018
PVNet: A Joint Convolutional Network of Point Cloud and Multi-View for 3D Shape Recognition Haoxuan You Yifan Feng Rongrong Ji Yue Gao 3DPC 49 169 0 23 Aug 2018
VERAM: View-Enhanced Recurrent Attention Model for 3D Shape Classification Song-Le Chen Lintao Zheng Yan Zhang Zhixin Sun Kai Xu 3DPC 3DV 32 74 0 20 Aug 2018
Learning Discriminative 3D Shape Representations by View Discerning Networks B. Leng Cheng Zhang Xiaochen Zhou Cheng Xu Kai Xu 3DV 3DPC 43 20 0 11 Aug 2018
Deep Generative Modeling for Scene Synthesis via Hybrid Representations Zaiwei Zhang Zhenpei Yang Chongyang Ma Linjie Luo Alexander G. Huth E. Vouga Qi-Xing Huang GAN 3DPC 23 126 0 06 Aug 2018
Data-driven Upsampling of Point Clouds Wentai Zhang Haoliang Jiang Zhangsihao Yang Soji Yamakawa K. Shimada Levent Burak Kara 3DPC 19 30 0 08 Jul 2018
PointSIFT: A SIFT-like Network Module for 3D Point Cloud Semantic Segmentation Mingyang Jiang Yiran Wu Tianqi Zhao Zelin Zhao Cewu Lu 3DPC 19 398 0 02 Jul 2018
Flexible Neural Representation for Physics Prediction Damian Mrowca Chengxu Zhuang E. Wang Nick Haber Li Fei-Fei J. Tenenbaum Daniel L. K. Yamins OCL AI4CE 32 249 0 21 Jun 2018
HairNet: Single-View Hair Reconstruction using Convolutional Neural Networks Yi Zhou Liwen Hu Jun Xing Weikai Chen Han-Wei Kung Xin Tong Hao Li 3DV 3DH 22 27 0 19 Jun 2018
SPNets: Differentiable Fluid Dynamics for Deep Neural Networks Connor Schenck Dieter Fox PINN 3DPC AI4CE 200 162 0 15 Jun 2018
View-volume Network for Semantic Scene Completion from a Single Depth Image Yu-Xiao Guo Xin Tong 3DV 3DPC 28 65 0 14 Jun 2018
3D-CODED : 3D Correspondences by Deep Deformation Thibault Groueix Matthew Fisher Vladimir G. Kim Bryan C. Russell Mathieu Aubry 3DPC 3DV 135 326 0 13 Jun 2018
Monte Carlo Convolution for Learning on Non-Uniformly Sampled Point Clouds Pedro Hermosilla Tobias Ritschel Pere-Pau Vázquez À. Vinacua Timo Ropinski 3DPC 11 259 0 05 Jun 2018
Deep Functional Dictionaries: Learning Consistent Semantic Structures on 3D Models from Functions Minhyuk Sung Hao Su Ronald Yu Leonidas Guibas 3DPC 3DV 24 34 0 25 May 2018
Object-Aware Guidance for Autonomous Scene Reconstruction Ligang Liu Xi Xia Han Sun Qihui Shen Juzhan Xu Bin Chen Hui Huang Kai Xu 26 49 0 20 May 2018
Learning 3D Shape Completion under Weak Supervision David Stutz Andreas Geiger 3DPC SSL 40 106 0 18 May 2018
LMNet: Real-time Multiclass Object Detection on CPU using 3D LiDAR Kazuki Minemura Hengfui Liau Abraham Monrroy Shinpei Kato 28 55 0 13 May 2018
Classification of Point Cloud Scenes with Multiscale Voxel Deep Network Xavier Roynard Jean-Emmanuel Deschaud F. Goulette 3DPC 3DV 26 80 0 10 Apr 2018
Noise-resistant Deep Learning for Object Classification in 3D Point Clouds Using a Point Pair Descriptor D. Bobkov Sili Chen Ruiqing Jian M. Z. Iqbal Eckehard Steinbach 3DPC 24 20 0 05 Apr 2018