Virtual Multi-view Fusion for 3D Semantic Segmentation

26 July 2020

Papers citing "Virtual Multi-view Fusion for 3D Semantic Segmentation"

40 / 40 papers shown

Title
Pixels2Points: Fusing 2D and 3D Features for Facial Skin Segmentation Victoria Yue Chen Daoye Wang Stephan Garbin Jan Bednarík Sebastian Winberg Timo Bolkart Thabo Beeler 3DH 3DPC 97 0 0 28 Apr 2025
VRM: Knowledge Distillation via Virtual Relation Matching W. Zhang Fei Xie Weidong Cai Chao Ma 136 0 0 28 Feb 2025
Multimodality Helps Few-shot 3D Point Cloud Semantic Segmentation Zhaochong An Guolei Sun Yun Liu Runjia Li Min Wu Ming-Ming Cheng Ender Konukoglu Serge Belongie 92 6 0 29 Oct 2024
MVTN: Learning Multi-View Transformations for 3D Understanding Abdullah Hamdi Faisal AlZahrani Silvio Giancola Guohao Li 3DV 3DPC 88 6 0 27 Dec 2022
Deep Parametric Continuous Convolutional Neural Networks Shenlong Wang Simon Suo Wei-Chiu Ma A. Pokrovsky R. Urtasun 3DPC 71 467 0 17 Jan 2021
JSENet: Joint Semantic Segmentation and Edge Detection Network for 3D Point Clouds Zeyu Hu Mingmin Zhen Xuyang Bai Hongbo Fu Chiew-Lan Tai 3DPC 98 131 0 14 Jul 2020
OccuSeg: Occupancy-aware 3D Instance Segmentation Lei Han Tian Zheng Lan Xu Lu Fang 3DPC 193 258 0 14 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 87 549 0 01 Mar 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 85 1,767 0 31 Dec 2019
Multi-view PointNet for 3D Scene Understanding M. Jaritz Jiayuan Gu Hao Su 3DPC 166 161 0 30 Sep 2019
A Unified Point-Based Framework for 3D Segmentation HungYueh Chiang Yen-Liang Lin Yueh-Cheng Liu Winston H. Hsu 3DV 3DPC 44 69 0 01 Aug 2019
KPConv: Flexible and Deformable Convolution for Point Clouds Hugues Thomas C. Qi Jean-Emmanuel Deschaud B. Marcotegui F. Goulette Leonidas Guibas 3DPC 149 2,518 0 18 Apr 2019
4D Spatio-Temporal ConvNets: Minkowski Convolutional Neural Networks Chris Choy JunYoung Gwak Silvio Savarese 3DPC 137 1,768 0 18 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
PanopticFusion: Online Volumetric Semantic Mapping at the Level of Stuff and Things Gaku Narita Takashi Seno T. Ishikawa Yohsuke Kaji 3DPC 68 189 0 04 Mar 2019
TextureNet: Consistent Local Parametrizations for Learning from High-Resolution Signals on Meshes Jingwei Huang Haotian Zhang L. Yi Thomas Funkhouser Matthias Nießner Leonidas Guibas 3DPC 3DV 49 117 0 30 Nov 2018
PointConv: Deep Convolutional Networks on 3D Point Clouds Wenxuan Wu Zhongang Qi Fuxin Li 3DPC 110 1,552 0 17 Nov 2018
MeshCNN: A Network with an Edge Rana Hanocka Amir Hertz N. Fish Raja Giryes S. Fleishman Daniel Cohen-Or 49 275 0 16 Sep 2018
InteriorNet: Mega-scale Multi-sensor Photo-realistic Indoor Scenes Dataset Wenbin Li Sajad Saeedi J. McCormac R. Clark Dimos Tzoumanikas Qing Ye Yuzhong Huang Ruiming Tang Stefan Leutenegger 3DV 65 220 0 03 Sep 2018
Self-Supervised Model Adaptation for Multimodal Semantic Segmentation Abhinav Valada Rohit Mohan Wolfram Burgard SSL 51 245 0 11 Aug 2018
Tangent Convolutions for Dense Prediction in 3D Maxim Tatarchenko Jaesik Park V. Koltun Qian-Yi Zhou 3DV 3DPC MDE 73 543 0 06 Jul 2018
3DMV: Joint 3D-Multi-View Prediction for 3D Semantic Scene Segmentation Angela Dai Matthias Nießner 3DPC 3DV 41 323 0 28 Mar 2018
Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation Liang-Chieh Chen Yukun Zhu George Papandreou Florian Schroff Hartwig Adam SSeg 222 13,051 0 07 Feb 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 222 2,429 0 23 Jan 2018
3D Semantic Segmentation with Submanifold Sparse Convolutional Networks Benjamin Graham Martin Engelcke Laurens van der Maaten 3DPC 82 1,507 0 28 Nov 2017
Large-scale Point Cloud Semantic Segmentation with Superpoint Graphs Loic Landrieu M. Simonovsky GNN 3DPC 144 1,245 0 27 Nov 2017
SEGCloud: Semantic Segmentation of 3D Point Clouds Lyne P. Tchapmi Chris Choy Iro Armeni JunYoung Gwak Silvio Savarese 3DPC 56 750 0 20 Oct 2017
PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space C. Qi L. Yi Hao Su Leonidas Guibas 3DPC 3DV 301 11,000 0 07 Jun 2017
Deep Projective 3D Semantic Segmentation Felix Järemo Lawin Martin Danelljan Patrik Tosteberg Goutam Bhat Fahad Shahbaz Khan Michael Felsberg 3DPC 73 321 0 09 May 2017
Multi-View Deep Learning for Consistent Semantic Mapping with RGB-D Cameras Lingni Ma J. Stückler C. Kerl Daniel Cremers 44 149 0 26 Mar 2017
ScanNet: Richly-annotated 3D Reconstructions of Indoor Scenes Angela Dai Angel X. Chang Manolis Savva Maciej Halber Thomas Funkhouser Matthias Nießner 3DPC 3DV 252 4,001 0 14 Feb 2017
Joint 2D-3D-Semantic Data for Indoor Scene Understanding Iro Armeni S. Sax Amir Zamir Silvio Savarese 3DV 3DPC 154 881 0 03 Feb 2017
Physically-Based Rendering for Indoor Scene Understanding Using Convolutional Neural Networks Yinda Zhang Shuran Song Ersin Yumer Manolis Savva Joon-Young Lee Hailin Jin Thomas Funkhouser AI4CE SSL 3DV 3DPC 42 260 0 22 Dec 2016
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation C. Qi Hao Su Kaichun Mo Leonidas Guibas 3DH 3DPC 3DV PINN 413 14,191 0 02 Dec 2016
Semantic Scene Completion from a Single Depth Image Shuran Song Feng Yu Andy Zeng Angel X. Chang Manolis Savva Thomas Funkhouser 3DV 71 1,235 0 28 Nov 2016
OctNet: Learning Deep 3D Representations at High Resolutions Gernot Riegler Ali O. Ulusoy Andreas Geiger 3DV 3DPC 185 1,478 0 15 Nov 2016
Xception: Deep Learning with Depthwise Separable Convolutions François Chollet MDE BDL PINN 953 14,493 0 07 Oct 2016
SemanticFusion: Dense 3D Semantic Mapping with Convolutional Neural Networks J. McCormac Ankur Handa Andrew J. Davison Stefan Leutenegger 3DPC 52 553 0 16 Sep 2016
SemanticPaint: A Framework for the Interactive Segmentation of 3D Scenes Stuart Golodetz Michael Sapienza Julien P. C. Valentin Vibhav Vineet Ming-Ming Cheng ... Pushmeet Kohli Carl Yuheng Ren David Kim Shahram Izadi Philip Torr 40 101 0 13 Oct 2015
Multi-view Convolutional Neural Networks for 3D Shape Recognition Hang Su Subhransu Maji E. Kalogerakis Erik Learned-Miller 3DV 126 3,210 0 05 May 2015