There Are No Data Like More Data- Datasets for Deep Learning in Earth Observation

30 October 2023

Papers citing "There Are No Data Like More Data- Datasets for Deep Learning in Earth Observation"

20 / 20 papers shown

Title
Data Augmentation in Earth Observation: A Diffusion Model Approach Tiago Sousa B. Ries N. Guelfi DiffM 80 2 0 10 Jun 2024
EOD: The IEEE GRSS Earth Observation Database M. Schmitt Pedram Ghamisi Naoto Yokoya Ronny Hansch 96 10 0 26 Sep 2022
Open High-Resolution Satellite Imagery: The WorldStrat Dataset -- With Application to Super-Resolution Julien Cornebise Ivan Orsolic F. Kalaitzis 58 57 0 13 Jul 2022
There is no data like more data -- current status of machine learning datasets in remote sensing M. Schmitt S. A. Ahmadi Ronny Hansch 47 20 0 25 May 2021
Multimodal Remote Sensing Benchmark Datasets for Land Cover Classification with A Shared and Specific Feature Learning Model Danfeng Hong Jingliang Hu Jing Yao Jocelyn Chanussot Xiaoxiang Zhu 46 218 0 21 May 2021
BigEarthNet-MM: A Large Scale Multi-Modal Multi-Label Benchmark Archive for Remote Sensing Image Classification and Retrieval Gencer Sumbul Arne de Wall Tristan Kreuziger F. Marcelino H. Costa P. Benevides M. Caetano Begüm Demir Volker Markl 78 130 0 17 May 2021
Remote Sensing Image Classification with the SEN12MS Dataset M. Schmitt Yulin Wu 35 27 0 01 Apr 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 Lefei Zhang 222 403 0 24 Feb 2021
Object Detection in Optical Remote Sensing Images: A Survey and A New Benchmark Ke Li G. Wan Gong Cheng L. Meng Junwei Han 61 1,449 0 31 Aug 2019
SEN12MS -- A Curated Dataset of Georeferenced Multi-Spectral Sentinel-1/2 Imagery for Deep Learning and Data Fusion M. Schmitt Lloyd H. Hughes C. Qiu Xiaoxiang Zhu 55 258 0 18 Jun 2019
Learning RoI Transformer for Detecting Oriented Objects in Aerial Images Jian Ding Nan Xue Yang Long Gui-Song Xia Qikai Lu 65 171 0 01 Dec 2018
SpaceNet: A Remote Sensing Dataset and Challenge Series A. V. Etten David Lindenbaum Todd M. Bacastow 54 392 0 03 Jul 2018
Datasheets for Datasets Timnit Gebru Jamie Morgenstern Briana Vecchione Jennifer Wortman Vaughan Hanna M. Wallach Hal Daumé Kate Crawford 261 2,181 0 23 Mar 2018
DOTA: A Large-scale Dataset for Object Detection in Aerial Images Gui-Song Xia X. Bai Jian Ding Zhen Zhu Serge J. Belongie Jiebo Luo Mihai Datcu Marcello Pelillo Liangpei Zhang ObjD 125 2,175 0 28 Nov 2017
Functional Map of the World Gordon A. Christie Neil Fendley James Wilson R. Mukherjee VGen 73 392 0 21 Nov 2017
Deep learning in remote sensing: a review Xiaoxiang Zhu D. Tuia Lichao Mou Gui-Song Xia Liangpei Zhang Feng Xu Friedrich Fraundorfer 74 1,611 0 11 Oct 2017
EuroSAT: A Novel Dataset and Deep Learning Benchmark for Land Use and Land Cover Classification P. Helber B. Bischke Andreas Dengel Damian Borth 133 1,817 0 31 Aug 2017
Remote Sensing Image Scene Classification: Benchmark and State of the Art Gong Cheng Junwei Han Xiaoqiang Lu 101 2,255 0 01 Mar 2017
TensorFlow: A system for large-scale machine learning Martín Abadi P. Barham Jianmin Chen Zhiwen Chen Andy Davis ... Vijay Vasudevan Pete Warden Martin Wicke Yuan Yu Xiaoqiang Zhang GNN AI4CE 431 18,350 0 27 May 2016
A Survey on Object Detection in Optical Remote Sensing Images Gong Cheng Junwei Han ObjD 58 1,177 0 20 Mar 2016