EarthNets: Empowering AI in Earth Observation

10 October 2022

Zhitong Xiong

Xiao Xiang Zhu

Papers citing "EarthNets: Empowering AI in Earth Observation"

22 / 22 papers shown

Title
Neural Plasticity-Inspired Multimodal Foundation Model for Earth Observation Zhitong Xiong Yi Wang Fahong Zhang Adam J. Stewart Joelle Hanna Damian Borth Ioannis Papoutsis B. L. Saux Gustau Camps-Valls Xiao Xiang Zhu AI4CE 56 5 0 22 Mar 2024
LHRS-Bot: Empowering Remote Sensing with VGI-Enhanced Large Multimodal Language Model Dilxat Muhtar Zhenshi Li Feng-Xue Gu Xue-liang Zhang P. Xiao 51 25 0 04 Feb 2024
SAMRS: Scaling-up Remote Sensing Segmentation Dataset with Segment Anything Model Di Wang Jing Zhang Bo Du Minqiang Xu Lin Liu Dacheng Tao L. Zhang 85 52 0 03 May 2023
RSVG: Exploring Data and Models for Visual Grounding on Remote Sensing Data Yangfan Zhan Zhitong Xiong Yuan. Yuan 45 45 0 23 Oct 2022
EOD: The IEEE GRSS Earth Observation Database M. Schmitt Pedram Ghamisi Naoto Yokoya Ronny Hansch 47 10 0 26 Sep 2022
ReforesTree: A Dataset for Estimating Tropical Forest Carbon Stock with Deep Learning and Aerial Imagery Gyri Reiersen David Dao Björn Lütjens Konstantin Klemmer Kenza Amara Attila Steinegger Ce Zhang Xiaoxia Zhu 49 19 0 26 Jan 2022
Next Day Wildfire Spread: A Machine Learning Data Set to Predict Wildfire Spreading from Remote-Sensing Data F. Huot R. Hu N. Goyal T. Sankar M. Ihme Yi-Fan Chen 38 36 0 04 Dec 2021
SustainBench: Benchmarks for Monitoring the Sustainable Development Goals with Machine Learning Christopher Yeh Chenlin Meng Sherrie Wang Anne Driscoll Erik Rozi Patrick Liu Jihyeon Janel Lee Marshall Burke David B. Lobell Stefano Ermon 47 43 0 08 Nov 2021
RapidAI4EO: A Corpus for Higher Spatial and Temporal Reasoning G. Marchisio P. Helber B. Bischke T. Davis Çaglar Senaras D. Zanaga R. Van De Kerchove A. Wania 39 5 0 05 Oct 2021
Panoptic Segmentation of Satellite Image Time Series with Convolutional Temporal Attention Networks Vivien Sainte Fare Garnot Loic Landrieu AI4TS 48 101 0 16 Jul 2021
MLP-Mixer: An all-MLP Architecture for Vision Ilya O. Tolstikhin N. Houlsby Alexander Kolesnikov Lucas Beyer Xiaohua Zhai ... Andreas Steiner Daniel Keysers Jakob Uszkoreit Mario Lucic Alexey Dosovitskiy 216 2,132 0 04 May 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 44 36 0 16 Apr 2021
SUM: A Benchmark Dataset of Semantic Urban Meshes Weixiao Gao Liangliang Nan B. Boom H. Ledoux 3DV 47 43 0 27 Feb 2021
Object Detection in Aerial Images: A Large-Scale Benchmark and Challenges Jian Ding Nan Xue Guisong Xia X. Bai Wen Yang ... Serge J. Belongie Jiebo Luo Mihai Datcu Marcello Pelillo L. Zhang 147 267 0 24 Feb 2021
Crop mapping from image time series: deep learning with multi-scale label hierarchies Mehmet Özgür Türkoglu Stefano Dáronco Gregor Perich F. Liebisch Constantin Streit Konrad Schindler Jan Dirk Wegner 59 95 0 17 Feb 2021
Self-supervised pre-training enhances change detection in Sentinel-2 imagery Marrit Leenstra Diego Marcos F. Bovolo D. Tuia SSL 41 39 0 20 Jan 2021
TTPLA: An Aerial-Image Dataset for Detection and Segmentation of Transmission Towers and Power Lines R. Abdelfattah Xiaofeng Wang Song Wang ViT 36 51 0 20 Oct 2020
RSVQA: Visual Question Answering for Remote Sensing Data Sylvain Lobry Diego Marcos J. Murray D. Tuia 49 155 0 16 Mar 2020
Improved Baselines with Momentum Contrastive Learning Xinlei Chen Haoqi Fan Ross B. Girshick Kaiming He SSL 213 3,029 0 09 Mar 2020
AU-AIR: A Multi-modal Unmanned Aerial Vehicle Dataset for Low Altitude Traffic Surveillance Ilker Bozcan Erdal Kayacan 38 111 0 31 Jan 2020
Image-to-Image Translation with Conditional Adversarial Networks Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros SSeg 187 7,006 0 21 Nov 2016
Efficient Estimation of Word Representations in Vector Space Tomáš Mikolov Kai Chen G. Corrado J. Dean 3DV 218 29,632 0 16 Jan 2013