Building3D: An Urban-Scale Dataset and Benchmarks for Learning Roof Structures from Point Clouds

21 July 2023

Papers citing "Building3D: An Urban-Scale Dataset and Benchmarks for Learning Roof Structures from Point Clouds"

28 / 28 papers shown

Title
Scene4U: Hierarchical Layered 3D Scene Reconstruction from Single Panoramic Image for Your Immerse Exploration Zilong Huang Jun-Jian He Junyan Ye Lihan Jiang Weijia Li Yuxiao Chen Ting Han 116 0 0 01 Apr 2025
Point-M2AE: Multi-scale Masked Autoencoders for Hierarchical Point Cloud Pre-training Renrui Zhang Ziyu Guo Rongyao Fang Bingyan Zhao Dong Wang Yu Qiao Hongsheng Li Peng Gao 3DPC 235 257 0 28 May 2022
Stratified Transformer for 3D Point Cloud Segmentation Xin Lai Jianhui Liu Li Jiang Liwei Wang Hengshuang Zhao Shu Liu Xiaojuan Qi Jiaya Jia 3DPC ViT 102 273 0 28 Mar 2022
STPLS3D: A Large-Scale Synthetic and Real Aerial Photogrammetry 3D Point Cloud Dataset Meida Chen Qingyong Hu Zifan Yu Hugues Thomas Andrew Feng Yu Hou Kyle McCullough Fengbo Ren L. Soibelman SLR AI4TS 33 64 0 17 Mar 2022
Masked Autoencoders for Point Cloud Self-supervised Learning Yatian Pang Wenxiao Wang Francis E. H. Tay Wen Liu Yonghong Tian Liuliang Yuan 3DPC ViT 81 471 0 13 Mar 2022
Point-BERT: Pre-training 3D Point Cloud Transformers with Masked Point Modeling Xumin Yu Lulu Tang Yongming Rao Tiejun Huang Jie Zhou Jiwen Lu 3DPC 118 675 0 29 Nov 2021
Capturing, Reconstructing, and Simulating: the UrbanScene3D Dataset Liqiang Lin Yilin Liu Yue Hu Xingguang Yan Ke Xie Hui Huang 3DPC 3DV 82 82 0 09 Jul 2021
PAConv: Position Adaptive Convolution with Dynamic Kernel Assembling on Point Clouds Mutian Xu Runyu Ding Hengshuang Zhao Xiaojuan Qi 3DPC 101 397 0 26 Mar 2021
PC2WF: 3D Wireframe Reconstruction from Raw Point Clouds Yujia Liu Stefano Dáronco Konrad Schindler Jan Dirk Wegner 3DH 3DPC 3DV 64 43 0 04 Mar 2021
Point Transformer Nico Engel Vasileios Belagiannis Klaus C. J. Dietmayer 3DPC 165 1,989 0 02 Nov 2020
Unsupervised Point Cloud Pre-Training via Occlusion Completion Hanchen Wang Qi Liu Xiangyu Yue Joan Lasenby Matt J. Kusner 3DPC 59 250 0 02 Oct 2020
Towards Semantic Segmentation of Urban-Scale 3D Point Clouds: A Dataset, Benchmarks and Challenges Qingyong Hu Bo Yang Sheikh Khalid W. Xiao A. Trigoni Andrew Markham 3DPC 42 164 0 07 Sep 2020
P2B: Point-to-Box Network for 3D Object Tracking in Point Clouds Haozhe Qi Chen Feng Zhiguo Cao Feng Zhao Yang Xiao 3DPC 51 146 0 28 May 2020
Convolutional Occupancy Networks Songyou Peng Michael Niemeyer L. Mescheder Marc Pollefeys Andreas Geiger 3DV AI4CE 342 984 0 10 Mar 2020
A Simple Framework for Contrastive Learning of Visual Representations Ting-Li Chen Simon Kornblith Mohammad Norouzi Geoffrey E. Hinton SSL 358 18,739 0 13 Feb 2020
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 92 1,499 0 25 Nov 2019
Deep High-Resolution Representation Learning for Visual Recognition Jingdong Wang Ke Sun Tianheng Cheng Borui Jiang Chaorui Deng ... Yadong Mu Mingkui Tan Xinggang Wang Wenyu Liu Bin Xiao 390 3,613 0 20 Aug 2019
Revisiting Point Cloud Classification: A New Benchmark Dataset and Classification Model on Real-World Data Mikaela Angelina Uy Quang Pham Binh-Son Hua D. Nguyen Sai-Kit Yeung 3DV 3DPC 86 778 0 13 Aug 2019
KPConv: Flexible and Deformable Convolution for Point Clouds Hugues Thomas C. Qi Jean-Emmanuel Deschaud B. Marcotegui F. Goulette Leonidas Guibas 3DPC 154 2,535 0 18 Apr 2019
nuScenes: A multimodal dataset for autonomous driving Holger Caesar Varun Bankiti Alex H. Lang Sourabh Vora Venice Erin Liong Qiang Xu Anush Krishnan Yuxin Pan G. Baldan Oscar Beijbom 3DPC 287 5,732 0 26 Mar 2019
Graph Neural Networks: A Review of Methods and Applications Jie Zhou Ganqu Cui Shengding Hu Zhengyan Zhang Cheng Yang Zhiyuan Liu Lifeng Wang Changcheng Li Maosong Sun AI4CE GNN 1.1K 5,515 0 20 Dec 2018
Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation Liang-Chieh Chen Yukun Zhu George Papandreou Florian Schroff Hartwig Adam SSeg 430 13,121 0 07 Feb 2018
Progressive Neural Architecture Search Chenxi Liu Barret Zoph Maxim Neumann Jonathon Shlens Wei Hua Li Li Li Fei-Fei Alan Yuille Jonathan Huang Kevin Patrick Murphy 103 1,990 0 02 Dec 2017
Semantic3D.net: A new Large-scale Point Cloud Classification Benchmark Timo Hackel Nikolay Savinov Lubor Ladicky Jan Dirk Wegner Konrad Schindler Marc Pollefeys 3DV PINN 3DPC 48 709 0 12 Apr 2017
Mask R-CNN Kaiming He Georgia Gkioxari Piotr Dollár Ross B. Girshick ObjD 350 27,181 0 20 Mar 2017
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation C. Qi Hao Su Kaichun Mo Leonidas Guibas 3DH 3DPC 3DV PINN 481 14,309 0 02 Dec 2016
ShapeNet: An Information-Rich 3D Model Repository Angel X. Chang Thomas Funkhouser Leonidas Guibas Pat Hanrahan Qi-Xing Huang ... Shuran Song Hao Su Jianxiong Xiao L. Yi Feng Yu 3DV 159 5,524 0 09 Dec 2015
Multi-view Convolutional Neural Networks for 3D Shape Recognition Hang Su Subhransu Maji E. Kalogerakis Erik Learned-Miller 3DV 156 3,217 0 05 May 2015