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PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation

2 December 2016

Papers citing "PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation"

50 / 5,541 papers shown

Title
Geometry-Aware Recurrent Neural Networks for Active Visual Recognition Ricson Cheng Ziyan Wang Katerina Fragkiadaki 90 45 0 03 Nov 2018
Practical Shape Analysis and Segmentation Methods for Point Cloud Models Reed M. Williams H. Ilies 3DPC 49 14 0 25 Oct 2018
Face Recognition from Sequential Sparse 3D Data via Deep Registration Yang Tan Hongxin Lin Zelin Xiao Shengyong Ding Hongyang Chao 3DPC CVBM 3DH 55 12 0 23 Oct 2018
Graph Convolutional Reinforcement Learning Jiechuan Jiang Chen Dun Tiejun Huang Zongqing Lu GNN 97 341 0 22 Oct 2018
A Simple Baseline Algorithm for Graph Classification Nathan de Lara Edouard Pineau 64 60 0 22 Oct 2018
Learning Spectral Transform Network on 3D Surface for Non-rigid Shape Analysis Ruixuan Yu Jian Sun Huibin Li 3DPC 3DV 34 2 0 21 Oct 2018
A Convolutional Autoencoder Approach to Learn Volumetric Shape Representations for Brain Structures Evan M. Yu M. Sabuncu DRL 48 3 0 17 Oct 2018
Projecting Trouble: Light Based Adversarial Attacks on Deep Learning Classifiers Nicole Nichols Robert J. Jasper AAML 58 15 0 16 Oct 2018
Point Cloud GAN Chun-Liang Li Manzil Zaheer Yang Zhang Barnabás Póczós Ruslan Salakhutdinov 3DPC 130 214 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 108 196 0 12 Oct 2018
Point Cloud Colorization Based on Densely Annotated 3D Shape Dataset Xu Cao K. Nagao 3DH 3DPC 62 19 0 12 Oct 2018
Energy Flow Networks: Deep Sets for Particle Jets Patrick T. Komiske E. Metodiev Jesse Thaler PINN 3DPC 112 262 0 11 Oct 2018
Conversational Group Detection With Deep Convolutional Networks Mason Swofford John Peruzzi Nathan Tsoi 67 5 0 07 Oct 2018
CELLO-3D: Estimating the Covariance of ICP in the Real World David Landry F. Pomerleau Philippe Giguère 3DPC 84 47 0 02 Oct 2018
Know What Your Neighbors Do: 3D Semantic Segmentation of Point Clouds Francis Engelmann Theodora Kontogianni Jonas Schult Bastian Leibe 3DPC 146 109 0 02 Oct 2018
Multi-directional Geodesic Neural Networks via Equivariant Convolution A. Poulenard M. Ovsjanikov 3DH 78 92 0 01 Oct 2018
How Powerful are Graph Neural Networks? Keyulu Xu Weihua Hu J. Leskovec Stefanie Jegelka GNN 391 7,760 0 01 Oct 2018
Set Transformer: A Framework for Attention-based Permutation-Invariant Neural Networks Juho Lee Yoonho Lee Jungtaek Kim Adam R. Kosiorek Seungjin Choi Yee Whye Teh 161 275 0 01 Oct 2018
3D-PSRNet: Part Segmented 3D Point Cloud Reconstruction From a Single Image Priyanka Mandikal L. NavaneetK. R. Venkatesh Babu 3DPC 3DV 149 43 0 30 Sep 2018
EDDI: Efficient Dynamic Discovery of High-Value Information with Partial VAE Chao Ma Sebastian Tschiatschek Konstantina Palla José Miguel Hernández-Lobato Sebastian Nowozin Cheng Zhang 144 130 0 28 Sep 2018
Developmental Bayesian Optimization of Black-Box with Visual Similarity-Based Transfer Learning Maxime Petit Amaury Depierre Xiaofang Wang Emmanuel Dellandrea Liming Chen 58 1 0 26 Sep 2018
Hypergraph Neural Networks Yifan Feng Haoxuan You Zizhao Zhang Rongrong Ji Yue Gao GNN 115 1,404 0 25 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 89 625 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 97 121 0 21 Sep 2018
Deep Part Induction from Articulated Object Pairs L. Yi Haibin Huang Difan Liu E. Kalogerakis Hao Su Leonidas Guibas 3DPC 87 107 0 19 Sep 2018
Generating 3D Adversarial Point Clouds Chong Xiang C. Qi Yue Liu 3DPC 147 300 0 19 Sep 2018
PointNetGPD: Detecting Grasp Configurations from Point Sets Hongzhuo Liang Xiaojian Ma Shuang Li Michael Görner Song Tang Bin Fang F. Sun Jianwei Zhang 3DPC 136 346 0 17 Sep 2018
Focal Loss in 3D Object Detection Peng Yun L. Tai Yansen Wang Chengju Liu Ming-Yuan Liu 3DPC 98 50 0 17 Sep 2018
MeshCNN: A Network with an Edge Rana Hanocka Amir Hertz N. Fish Raja Giryes S. Fleishman Daniel Cohen-Or 101 278 0 16 Sep 2018
Segmenting Unknown 3D Objects from Real Depth Images using Mask R-CNN Trained on Synthetic Data Michael Danielczuk Matthew Matl Saurabh Gupta Andrew Li Andrew Lee Jeffrey Mahler Ken Goldberg 3DPC 67 31 0 16 Sep 2018
Leveraging Heteroscedastic Aleatoric Uncertainties for Robust Real-Time LiDAR 3D Object Detection Di Feng Lars Rosenbaum Fabian Timm Klaus C. J. Dietmayer 3DPC 110 69 0 14 Sep 2018
Multi-Kernel Diffusion CNNs for Graph-Based Learning on Point Clouds Christoph Großbröhmer Jasper Diesel M. Heinrich DiffM 3DPC 81 7 0 14 Sep 2018
Adaptive Sampling Towards Fast Graph Representation Learning Wen-bing Huang Tong Zhang Yu Rong Junzhou Huang GNN 110 493 0 14 Sep 2018
Learning to Group and Label Fine-Grained Shape Components Xiaogang Wang Bin Zhou Haiyue Fang Xiaowu Chen Qinping Zhao Kai Xu 3DPC 85 14 0 13 Sep 2018
Deep Single-View 3D Object Reconstruction with Visual Hull Embedding Hanqing Wang Jiaolong Yang Wei Liang Xin Tong 3DV 42 25 0 10 Sep 2018
Recent Advances in Object Detection in the Age of Deep Convolutional Neural Networks Shivang Agarwal Jean Ogier du Terrail F. Jurie ObjD 164 126 0 10 Sep 2018
A Deeper Look at 3D Shape Classifiers Jong-Chyi Su Matheus Gadelha Rui Wang Subhransu Maji 3DPC 3DV 84 103 0 07 Sep 2018
Deep Learning for Generic Object Detection: A Survey Li Liu Wanli Ouyang Xiaogang Wang Paul Fieguth Jie Chen Xinwang Liu M. Pietikäinen ObjD VLM OOD 305 2,471 0 06 Sep 2018
Breast Tumor Segmentation and Shape Classification in Mammograms using Generative Adversarial and Convolutional Neural Network V. Singh Hatem A. Rashwan S. Romaní Farhan Akram Nidhi Pandey ... Adel Saleh M. Arenas Miguel Arquez D. Puig J. Torrents-Barrena MedIm GAN 91 186 0 05 Sep 2018
Semantic Segmentation of 3D LiDAR Data in Dynamic Scene Using Semi-supervised Learning Jilin Mei Biao Gao Donghao Xu W. Yao Xijun Zhao Huijing Zhao 3DPC 96 69 0 03 Sep 2018
VoxSegNet: Volumetric CNNs for Semantic Part Segmentation of 3D Shapes Zongji Wang Feng Lu 3DPC 76 113 0 01 Sep 2018
PPF-FoldNet: Unsupervised Learning of Rotation Invariant 3D Local Descriptors Haowen Deng Tolga Birdal Slobodan Ilic 3DPC 142 393 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 130 173 0 23 Aug 2018
Fully-Convolutional Point Networks for Large-Scale Point Clouds Dario Rethage Johanna Wald Jürgen Sturm Nassir Navab Federico Tombari 3DV 3DPC 88 182 0 21 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 84 75 0 20 Aug 2018
Occlusion Resistant Object Rotation Regression from Point Cloud Segments Ge Gao M. Lauri Jianwei Zhang Simone Frintrop 3DPC 103 24 0 16 Aug 2018
Learning Discriminative 3D Shape Representations by View Discerning Networks B. Leng Cheng Zhang Xiaochen Zhou Cheng Xu Kai Xu 3DV 3DPC 100 20 0 11 Aug 2018
SketchyScene: Richly-Annotated Scene Sketches C. Zou Qian Yu Ruofei Du Haoran Mo Yi-Zhe Song Tao Xiang Chengying Gao Baoquan Chen Huatian Zhang 3DV 67 81 0 07 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 81 130 0 06 Aug 2018
A survey on Deep Learning Advances on Different 3D Data Representations Eman Ahmed Alexandre Saint Abd El Rahman Shabayek K. Cherenkova Rig Das Gleb Gusev Djamila Aouada Björn E. Ottersten AI4TS 3DPC 78 98 0 04 Aug 2018