Learnable Earth Parser: Discovering 3D Prototypes in Aerial Scans

19 April 2023

Loic Landrieu

Papers citing "Learnable Earth Parser: Discovering 3D Prototypes in Aerial Scans"

35 / 35 papers shown

Title
MonteBoxFinder: Detecting and Filtering Primitives to Fit a Noisy Point Cloud Michael Ramamonjisoa Sinisa Stekovic Vincent Lepetit 3DPC 27 9 0 28 Jul 2022
Multi-Layer Modeling of Dense Vegetation from Aerial LiDAR Scans E. Kalinicheva Loic Landrieu Clement Mallet N. Chehata 3DPC 3DV 36 8 0 25 Apr 2022
Primitive-based Shape Abstraction via Nonparametric Bayesian Inference Yuwei Wu Weixiao Liu Sipu Ruan Gregory Chirikjian 3DV 3DPC 57 15 0 28 Mar 2022
City3D: Large-Scale Building Reconstruction from Airborne LiDAR Point Clouds Jin Huang J. Stoter Ravi Peters Liangliang Nan 3DV 43 39 0 25 Jan 2022
Robust and Accurate Superquadric Recovery: a Probabilistic Approach Weixiao Liu Yuwei Wu Sipu Ruan Gregory Chirikjian 3DPC 21 38 0 29 Nov 2021
KITTI-360: A Novel Dataset and Benchmarks for Urban Scene Understanding in 2D and 3D Yiyi Liao Jun Xie Andreas Geiger 3DV 3DPC 66 570 0 28 Sep 2021
Representing Shape Collections with Alignment-Aware Linear Models Romain Loiseau Tom Monnier Mathieu Aubry Loïc Landrieu 3DPC 3DV 43 8 0 03 Sep 2021
Unsupervised Discovery of Object Radiance Fields Hong-Xing Yu Leonidas Guibas Jiajun Wu OCL 44 122 0 16 Jul 2021
Cuboids Revisited: Learning Robust 3D Shape Fitting to Single RGB Images Florian Kluger H. Ackermann Eric Brachmann M. Yang Bodo Rosenhahn 3DV 38 24 0 05 May 2021
Unsupervised Layered Image Decomposition into Object Prototypes Tom Monnier Elliot Vincent Jean Ponce Mathieu Aubry OCL 29 53 0 29 Apr 2021
MarioNette: Self-Supervised Sprite Learning Dmitriy Smirnov Michael Gharbi Matthew Fisher Vitor Campagnolo Guizilini Alexei A. Efros Justin Solomon SSL OCL 94 37 0 29 Apr 2021
Neural Parts: Learning Expressive 3D Shape Abstractions with Invertible Neural Networks Despoina Paschalidou Angelos Katharopoulos Andreas Geiger Sanja Fidler 3DPC 3DV 3DH 43 113 0 18 Mar 2021
SUM: A Benchmark Dataset of Semantic Urban Meshes Weixiao Gao Liangliang Nan B. Boom H. Ledoux 3DV 111 57 0 27 Feb 2021
Self-Supervised Pretraining of 3D Features on any Point-Cloud Zaiwei Zhang Rohit Girdhar Armand Joulin Ishan Misra 3DPC 147 269 0 07 Jan 2021
A Survey on Neural Network Interpretability Yu Zhang Peter Tiño A. Leonardis K. Tang FaML XAI 171 671 0 28 Dec 2020
Accelerating 3D Deep Learning with PyTorch3D Nikhila Ravi Jeremy Reizenstein David Novotny Taylor Gordon Wan-Yen Lo Justin Johnson Georgia Gkioxari 3DPC 97 911 0 16 Jul 2020
Object-Centric Learning with Slot Attention Francesco Locatello Dirk Weissenborn Thomas Unterthiner Aravindh Mahendran G. Heigold Jakob Uszkoreit Alexey Dosovitskiy Thomas Kipf OCL 185 832 0 26 Jun 2020
Deep Transformation-Invariant Clustering Tom Monnier Thibault Groueix Mathieu Aubry OOD 3DH 20 34 0 19 Jun 2020
Joint Supervised and Self-Supervised Learning for 3D Real-World Challenges A. Alliegro Davide Boscaini Tatiana Tommasi 3DPC SSL 45 42 0 15 Apr 2020
DALES: A Large-scale Aerial LiDAR Data Set for Semantic Segmentation Nina M. Varney V. Asari Quinn Graehling 3DV 3DPC 50 144 0 14 Apr 2020
Learning Unsupervised Hierarchical Part Decomposition of 3D Objects from a Single RGB Image Despoina Paschalidou Luc van Gool Andreas Geiger 3DV OCL 55 107 0 02 Apr 2020
DublinCity: Annotated LiDAR Point Cloud and its Applications S. M. J. Zolanvari Susana Ruano A. Rana Alan Cummins Rogério E. da Silva M. Rahbar A. Smolic 3DV 3DPC 38 90 0 06 Sep 2019
Learning elementary structures for 3D shape generation and matching Theo Deprelle Thibault Groueix Matthew Fisher Vladimir G. Kim Bryan C. Russell Mathieu Aubry 3DPC 3DV 43 187 0 13 Aug 2019
Stacked Capsule Autoencoders Adam R. Kosiorek S. Sabour Yee Whye Teh Geoffrey E. Hinton OCL 36 262 0 17 Jun 2019
Superquadrics Revisited: Learning 3D Shape Parsing beyond Cuboids Despoina Paschalidou Ali O. Ulusoy Andreas Geiger 46 193 0 22 Apr 2019
3D Point Capsule Networks Yongheng Zhao Tolga Birdal Haowen Deng Federico Tombari 3DPC 46 337 0 27 Dec 2018
Supervised Fitting of Geometric Primitives to 3D Point Clouds Lingxiao Li Minhyuk Sung Anastasia Dubrovina L. Yi Leonidas Guibas 3DPC 48 176 0 22 Nov 2018
Invariant Information Clustering for Unsupervised Image Classification and Segmentation Xu Ji João F. Henriques Andrea Vedaldi SSL VLM 62 846 0 17 Jul 2018
AtlasNet: A Papier-Mâché Approach to Learning 3D Surface Generation Thibault Groueix Matthew Fisher Vladimir G. Kim Bryan C. Russell Mathieu Aubry 3DV 121 1,181 0 15 Feb 2018
CSGNet: Neural Shape Parser for Constructive Solid Geometry Gopal Sharma Rishabh Goyal Difan Liu E. Kalogerakis Subhransu Maji 3DV 51 189 0 22 Dec 2017
3D-PRNN: Generating Shape Primitives with Recurrent Neural Networks Chuhang Zou Ersin Yumer Jimei Yang Duygu Ceylan Derek Hoiem 3DV 39 208 0 04 Aug 2017
Learning Shape Abstractions by Assembling Volumetric Primitives Shubham Tulsiani Hao Su Leonidas Guibas Alexei A. Efros Jitendra Malik 73 358 0 01 Dec 2016
Layer Normalization Jimmy Lei Ba J. Kiros Geoffrey E. Hinton 285 10,412 0 21 Jul 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 90 5,482 0 09 Dec 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 902 149,474 0 22 Dec 2014