v1v2 (latest)

Learning Multi-View Aggregation In the Wild for Large-Scale 3D Semantic Segmentation

15 April 2022

Damien Robert

Bruno Vallet

Loic Landrieu

3DPC

ArXiv (abs)PDF HTML Github (230★)

Papers citing "Learning Multi-View Aggregation In the Wild for Large-Scale 3D Semantic Segmentation"

40 / 40 papers shown

Title
3D Can Be Explored In 2D: Pseudo-Label Generation for LiDAR Point Clouds Using Sensor-Intensity-Based 2D Semantic Segmentation Andrew Caunes Thierry Chateau Vincent Frémont 3DPC 84 2 0 06 May 2025
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 114 0 0 28 Apr 2025
Interactive4D: Interactive 4D LiDAR Segmentation Ilya Fradlin Idil Esen Zulfikar Kadir Yilmaz Theodora Kontogianni Bastian Leibe 72 2 0 10 Oct 2024
Mix3D: Out-of-Context Data Augmentation for 3D Scenes Alexey Nekrasov Jonas Schult Or Litany Bastian Leibe Francis Engelmann 3DPC 205 155 0 05 Oct 2021
KITTI-360: A Novel Dataset and Benchmarks for Urban Scene Understanding in 2D and 3D Yiyi Liao Jun Xie Andreas Geiger 3DV 3DPC 84 588 0 28 Sep 2021
TransformerFusion: Monocular RGB Scene Reconstruction using Transformers Aljavz Bovzivc Pablo Rodríguez Palafox Justus Thies Angela Dai Matthias Nießner ViT 89 138 0 05 Jul 2021
Bidirectional Projection Network for Cross Dimension Scene Understanding Wenbo Hu Hengshuang Zhao Li Jiang Jiaya Jia T. Wong 3DV 3DPC 67 132 0 26 Mar 2021
MVTN: Multi-View Transformation Network for 3D Shape Recognition Abdullah Hamdi Silvio Giancola Guohao Li 3DV 3DPC 103 203 0 26 Nov 2020
Point Transformer Nico Engel Vasileios Belagiannis Klaus C. J. Dietmayer 3DPC 181 2,003 0 02 Nov 2020
Torch-Points3D: A Modular Multi-Task Frameworkfor Reproducible Deep Learning on 3D Point Clouds Thomas Chaton N. Chaulet Sofiane Horache Loic Landrieu 3DPC 47 42 0 09 Oct 2020
Virtual Multi-view Fusion for 3D Semantic Segmentation Abhijit Kundu Xiaoqi Yin Alireza Fathi David A. Ross B. Brewington Thomas Funkhouser C. Pantofaru 3DPC 117 169 0 26 Jul 2020
Attention-based Multi-modal Fusion Network for Semantic Scene Completion Siqi Li C. Zou Yipeng Li Xibin Zhao Yue Gao 3DPC 86 60 0 31 Mar 2020
Deep Learning for 3D Point Clouds: A Survey Yulan Guo Hanyun Wang Qingyong Hu Hao Liu Li Liu Bennamoun 3DPC 101 1,681 0 27 Dec 2019
FuseSeg: LiDAR Point Cloud Segmentation Fusing Multi-Modal Data Georg Krispel M. Opitz Georg Waltner Horst Possegger Horst Bischof 3DPC 51 68 0 18 Dec 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 106 1,503 0 25 Nov 2019
3D Scene Graph: A Structure for Unified Semantics, 3D Space, and Camera Iro Armeni Zhi-Yang He JunYoung Gwak Amir Zamir Martin Fischer Jitendra Malik Silvio Savarese 3DV 3DPC 103 349 0 06 Oct 2019
Multi-view PointNet for 3D Scene Understanding M. Jaritz Jiayuan Gu Hao Su 3DPC 192 161 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 56 69 0 01 Aug 2019
Dominant Set Clustering and Pooling for Multi-View 3D Object Recognition Chu Wang Marcello Pelillo Kaleem Siddiqi 3DV 3DPC 66 183 0 04 Jun 2019
Supervised Learning of the Next-Best-View for 3D Object Reconstruction Miguel Mendoza J. I. Vasquez-Gomez H. Taud L. Sucar Carolina Reta 3DV 52 82 0 14 May 2019
KPConv: Flexible and Deformable Convolution for Point Clouds Hugues Thomas C. Qi Jean-Emmanuel Deschaud B. Marcotegui F. Goulette Leonidas Guibas 3DPC 169 2,541 0 18 Apr 2019
4D Spatio-Temporal ConvNets: Minkowski Convolutional Neural Networks Chris Choy JunYoung Gwak Silvio Savarese 3DPC 164 1,792 0 18 Apr 2019
Point Cloud Oversegmentation with Graph-Structured Deep Metric Learning Loic Landrieu Mohamed Boussaha 3DPC 61 152 0 03 Apr 2019
PVRNet: Point-View Relation Neural Network for 3D Shape Recognition Haoxuan You Yifan Feng Xibin Zhao C. Zou Rongrong Ji Yue Gao 3DPC 52 65 0 02 Dec 2018
Multimodal Affective Analysis Using Hierarchical Attention Strategy with Word-Level Alignment Yue Gu Kangning Yang Shiyu Fu Shuhong Chen Xinyu Li I. Marsic 64 124 0 22 May 2018
3DMV: Joint 3D-Multi-View Prediction for 3D Semantic Scene Segmentation Angela Dai Matthias Nießner 3DPC 3DV 46 324 0 28 Mar 2018
Large-scale Point Cloud Semantic Segmentation with Superpoint Graphs Loic Landrieu M. Simonovsky GNN 3DPC 193 1,256 0 27 Nov 2017
PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space C. Qi L. Yi Hao Su Leonidas Guibas 3DPC 3DV 366 11,139 0 07 Jun 2017
Deep Sets Manzil Zaheer Satwik Kottur Siamak Ravanbakhsh Barnabás Póczós Ruslan Salakhutdinov Alex Smola 421 2,478 0 10 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 489 4,077 0 14 Feb 2017
Attention-Based Multimodal Fusion for Video Description Chiori Hori Takaaki Hori Teng-Yok Lee Kazuhiro Sumi J. Hershey Tim K. Marks 78 361 0 11 Jan 2017
Pyramid Scene Parsing Network Hengshuang Zhao Jianping Shi Xiaojuan Qi Xiaogang Wang Jiaya Jia VOS SSeg 665 12,030 0 04 Dec 2016
Multimodal Attention for Neural Machine Translation Ozan Caglayan Loïc Barrault Fethi Bougares 71 76 0 13 Sep 2016
Adversarial Feature Learning Jiasen Lu Philipp Krahenbuhl Trevor Darrell GAN 115 1,612 0 31 May 2016
The Cityscapes Dataset for Semantic Urban Scene Understanding Marius Cordts Mohamed Omran Sebastian Ramos Timo Rehfeld Markus Enzweiler Rodrigo Benenson Uwe Franke Stefan Roth Bernt Schiele 1.1K 11,641 0 06 Apr 2016
Identity Mappings in Deep Residual Networks Kaiming He Xinming Zhang Shaoqing Ren Jian Sun 354 10,192 0 16 Mar 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,426 0 10 Dec 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.9K 77,341 0 18 May 2015
Multi-view Convolutional Neural Networks for 3D Shape Recognition Hang Su Subhransu Maji E. Kalogerakis Erik Learned-Miller 3DV 162 3,220 0 05 May 2015
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 465 43,341 0 11 Feb 2015