SpaceNet: A Remote Sensing Dataset and Challenge Series

3 July 2018

Papers citing "SpaceNet: A Remote Sensing Dataset and Challenge Series"

50 / 52 papers shown

Title
Feature-Augmented Deep Networks for Multiscale Building Segmentation in High-Resolution UAV and Satellite Imagery Chintan B. Maniyar Minakshi Kumar Gengchen Mai 51 0 0 08 May 2025
Towards Efficient Benchmarking of Foundation Models in Remote Sensing: A Capabilities Encoding Approach Pierre Adorni M. Pham Stéphane May Sébastien Lefèvre 51 0 0 06 May 2025
Global Collinearity-aware Polygonizer for Polygonal Building Mapping in Remote Sensing Fahong Zhang Yilei Shi Xiao Xiang Zhu 43 0 0 02 May 2025
TerraMesh: A Planetary Mosaic of Multimodal Earth Observation Data Benedikt Blumenstiel P. Fraccaro V. Marsocci Johannes Jakubik Stefano Maurogiovanni ... Rocco Sedona Gabriele Cavallaro Thomas Brunschwiler Juan Bernabé-Moreno Nicolas Longépé 35 2 0 15 Apr 2025
COP-GEN-Beta: Unified Generative Modelling of COPernicus Imagery Thumbnails Miguel Espinosa V. Marsocci Yuru Jia Elliot J. Crowley Mikolaj Czerkawski DiffM 52 0 0 11 Apr 2025
OpenRSD: Towards Open-prompts for Object Detection in Remote Sensing Images Ziyue Huang Yongchao Feng Shuai Yang Ziqiang Liu Qingjie Liu Yansen Wang ObjD 211 0 0 08 Mar 2025
Continuity Preserving Online CenterLine Graph Learning Yunhui Han Kun Yu Zhiwei Li GNN 3DPC 48 2 0 16 Jul 2024
KidSat: satellite imagery to map childhood poverty dataset and benchmark Makkunda Sharma Fan Yang Duy-Nhat Vo Esra Suel Swapnil Mishra Samir Bhatt Oliver Fiala William Rudgard Seth Flaxman 61 0 0 08 Jul 2024
From Pixels to Progress: Generating Road Network from Satellite Imagery for Socioeconomic Insights in Impoverished Areas Yanxin Xi Yu Liu Zhicheng Liu Sasu Tarkoma Pan Hui Yong Li 38 0 0 17 Jun 2024
ExPLoRA: Parameter-Efficient Extended Pre-Training to Adapt Vision Transformers under Domain Shifts Samar Khanna Medhanie Irgau David B. Lobell Stefano Ermon VLM 32 4 0 16 Jun 2024
FOOL: Addressing the Downlink Bottleneck in Satellite Computing with Neural Feature Compression Alireza Furutanpey Qiyang Zhang Philipp Raith Tobias Pfandzelter Shangguang Wang Schahram Dustdar 96 4 0 25 Mar 2024
DiffusionSat: A Generative Foundation Model for Satellite Imagery Samar Khanna Patrick Liu Linqi Zhou Chenlin Meng Robin Rombach Marshall Burke David B. Lobell Stefano Ermon 29 58 0 06 Dec 2023
AutoEncoding Tree for City Generation and Applications Wenyu Han Congcong Wen Lazarus Chok Yan Liang Tan Sheung Lung Chan Hang Zhao Chen Feng 3DPC 30 3 0 27 Sep 2023
Impact of architecture on robustness and interpretability of multispectral deep neural networks Charles Godfrey Elise Bishoff Myles Mckay E. Byler 34 0 0 21 Sep 2023
Road Extraction with Satellite Images and Partial Road Maps Qianxiong Xu Cheng Long Liang Yu Chen Zhang 30 19 0 22 Mar 2023
BiSVP: Building Footprint Extraction via Bidirectional Serialized Vertex Prediction Mingming Zhang Ye Du Zhenghui Hu Qingjie Liu Yunhong Wang 23 2 0 01 Mar 2023
An Aligned Multi-Temporal Multi-Resolution Satellite Image Dataset for Change Detection Research Rahul P. Deshmukh Constantine J. Roros Amith Kashyap A. Kak 24 2 0 23 Feb 2023
Learning and Aggregating Lane Graphs for Urban Automated Driving M. Büchner Jannik Zürn Ion-George Todoran Abhinav Valada Wolfram Burgard 25 25 0 13 Feb 2023
Scale-MAE: A Scale-Aware Masked Autoencoder for Multiscale Geospatial Representation Learning Colorado Reed Ritwik Gupta Shufan Li S. Brockman Christopher Funk Brian Clipp Kurt Keutzer Salvatore Candido M. Uyttendaele Trevor Darrell 121 169 0 30 Dec 2022
Dwelling Type Classification for Disaster Risk Assessment Using Satellite Imagery Md Nasir Tina Sederholm Anshu Sharma Sundeep Reddy Mallu Sumedh Ranjan Ghatage Rahul Dodhia J. L. Ferres 13 2 0 16 Nov 2022
Semantic Segmentation of Vegetation in Remote Sensing Imagery Using Deep Learning Alexandru Munteanu Marian Neagul 19 0 0 28 Sep 2022
RNGDet++: Road Network Graph Detection by Transformer with Instance Segmentation and Multi-scale Features Enhancement Zhenhua Xu Yuxuan Liu Yuxiang Sun Meilin Liu Lujia Wang 40 25 0 21 Sep 2022
Enabling Country-Scale Land Cover Mapping with Meter-Resolution Satellite Imagery Xin-Yi Tong Guisong Xia Xiaoxiang Zhu AI4TS 42 61 0 01 Sep 2022
Enforcing connectivity of 3D linear structures using their 2D projections Doruk Öner Hussein Osman Mateusz Koziñski Pascal Fua 35 5 0 14 Jul 2022
Open High-Resolution Satellite Imagery: The WorldStrat Dataset -- With Application to Super-Resolution Julien Cornebise Ivan Orsolic F. Kalaitzis 27 54 0 13 Jul 2022
High-Definition Map Generation Technologies For Autonomous Driving Zhibin Bao Sabir Hossain H. Lang Xianke Lin 27 32 0 11 Jun 2022
3D Instance Segmentation of MVS Buildings Jiazhou Chen Yanghui Xu Shufang Lu Ronghua Liang Liangliang Nan ISeg 3DV 27 23 0 18 Dec 2021
Uncertainty, Edge, and Reverse-Attention Guided Generative Adversarial Network for Automatic Building Detection in Remotely Sensed Images Somrita Chattopadhyay A. Kak 20 4 0 10 Dec 2021
Self-Supervised Material and Texture Representation Learning for Remote Sensing Tasks Peri Akiva Matthew Purri Matthew J. Leotta SSL 24 58 0 03 Dec 2021
Panoptic Segmentation Meets Remote Sensing O. Carvalho Osmar Abílio de Carvalho Júnior Cristiano Rosa e Silva Anesmar Olino de Albuquerque N. C. Santana D. Borges R. Gomes R. Guimarães 22 32 0 23 Nov 2021
LoveDA: A Remote Sensing Land-Cover Dataset for Domain Adaptive Semantic Segmentation Junjue Wang Zhuo Zheng A. Ma Xiaoyan Lu Yanfei Zhong 40 326 0 17 Oct 2021
Persistent Homology with Improved Locality Information for more Effective Delineation Doruk Öner A. Garin Mateusz Koziñski K. Hess Pascal Fua 44 7 0 12 Oct 2021
Improving Building Segmentation for Off-Nadir Satellite Imagery Hanxiang Hao Sriram Baireddy Kevin J. LaTourette Latisha R. Konz Moses W. Chan M. Comer Edward J. Delp 36 3 0 08 Sep 2021
Leveraging Domain Adaptation for Low-Resource Geospatial Machine Learning Jack Lynch S. Wookey 19 1 0 11 Jul 2021
Randomized Histogram Matching: A Simple Augmentation for Unsupervised Domain Adaptation in Overhead Imagery Can Yaris Kaleb Kassaw Bohao Huang Kyle Bradbury Jordan M. Malof 21 20 0 28 Apr 2021
EarthNet2021: A large-scale dataset and challenge for Earth surface forecasting as a guided video prediction task C. Requena-Mesa V. Benson Markus Reichstein J. Runge Joachim Denzler 74 50 0 16 Apr 2021
Temporal Cluster Matching for Change Detection of Structures from Satellite Imagery Caleb Robinson Anthony Ortiz J. L. Ferres Brandon R. Anderson Daniel E. Ho 21 9 0 17 Mar 2021
Towards Indirect Top-Down Road Transport Emissions Estimation R. Mukherjee Derek M. Rollend Gordon A. Christie Armin Hadzic Sally Matson Anshu Saksena Marisa Hughes 25 7 0 16 Mar 2021
The SpaceNet Multi-Temporal Urban Development Challenge A. V. Etten Daniel Hogan 30 16 0 23 Feb 2021
The Multi-Temporal Urban Development SpaceNet Dataset A. V. Etten Daniel Hogan J. Martinez-Manso Jacob Shermeyer N. Weir Ryan Lewis 18 68 0 08 Feb 2021
Overhead MNIST: A Benchmark Satellite Dataset David Noever S. M. Noever 24 11 0 08 Feb 2021
Geography-Aware Self-Supervised Learning Kumar Ayush Burak Uzkent Chenlin Meng Kumar Tanmay Marshall Burke David B. Lobell Stefano Ermon SSL 37 227 0 19 Nov 2020
PP-LinkNet: Improving Semantic Segmentation of High Resolution Satellite Imagery with Multi-stage Training An Tran Ali Zonoozi Jagannadan Varadarajan Hannes Kruppa SSeg 37 14 0 14 Oct 2020
SkyScapes -- Fine-Grained Semantic Understanding of Aerial Scenes S. Azimi C. Henry Lars Sommer Arne Schumann E. Vig 22 56 0 12 Jul 2020
RarePlanes: Synthetic Data Takes Flight Jacob Shermeyer T. Hossler A. V. Etten Daniel Hogan Ryan Lewis Daeil Kim 19 105 0 04 Jun 2020
An Adversarial Approach for Explaining the Predictions of Deep Neural Networks Arash Rahnama A.-Yu Tseng FAtt AAML FaML 17 5 0 20 May 2020
SpaceNet 6: Multi-Sensor All Weather Mapping Dataset Jacob Shermeyer Daniel Hogan Jason Brown A. V. Etten N. Weir ... Ronny Haensch A. Bastidas S. Soenen Todd M. Bacastow Ryan Lewis 25 105 0 14 Apr 2020
Road Network Reconstruction from Satellite Images with Machine Learning Supported by Topological Methods T. Dey Jiayuan Wang Yusu Wang 11 18 0 15 Sep 2019
Remote Sensor Design for Visual Recognition with Convolutional Neural Networks Lucas Jaffe M. Zelinski W. Sakla 19 14 0 24 Jun 2019
City-scale Road Extraction from Satellite Imagery A. V. Etten 21 12 0 22 Apr 2019