Open High-Resolution Satellite Imagery: The WorldStrat Dataset -- With Application to Super-Resolution

13 July 2022

Papers citing "Open High-Resolution Satellite Imagery: The WorldStrat Dataset -- With Application to Super-Resolution"

25 / 25 papers shown

Title
Toward task-driven satellite image super-resolution Maciej Ziaja Pawel Kowaleczko Daniel Kostrzewa Nicolas Longépé M. Kawulok SupR 79 0 0 19 Mar 2025
SatDepth: A Novel Dataset for Satellite Image Matching Rahul P. Deshmukh A. Kak MDE 60 0 0 17 Mar 2025
Enhancing Sentinel-2 Image Resolution: Evaluating Advanced Techniques based on Convolutional and Generative Neural Networks Patrick Kramer Alexander Steinhardt Barbara Pedretscher 30 0 0 01 Oct 2024
Building Better Datasets: Seven Recommendations for Responsible Design from Dataset Creators Will Orr Kate Crawford 46 3 0 30 Aug 2024
Cross-View Meets Diffusion: Aerial Image Synthesis with Geometry and Text Guidance Ahmad Arrabi Xiaohan Zhang Waqas Sultani Chong Chen S. Wshah DiffM 31 2 0 08 Aug 2024
Burst Image Super-Resolution with Base Frame Selection Sanghyun Kim Min Jung Lee Woohyeok Kim Deunsol Jung Jaesung Rim Sunghyun Cho Minsu Cho SupR 36 1 0 25 Jun 2024
SatDiffMoE: A Mixture of Estimation Method for Satellite Image Super-resolution with Latent Diffusion Models Zhaoxu Luo Bowen Song Liyue Shen 42 1 0 14 Jun 2024
SeeFar: Satellite Agnostic Multi-Resolution Dataset for Geospatial Foundation Models James Lowman Kelly Liu Zheng Roydon Fraser J. The Mojtaba Valipour 34 0 0 10 Jun 2024
An Open and Large-Scale Dataset for Multi-Modal Climate Change-aware Crop Yield Predictions Fudong Lin Kaleb Guillot Summer Crawford Yihe Zhang Xu Yuan Nian-Feng Tzeng AI4Cl AI4CE 41 5 0 10 Jun 2024
M3LEO: A Multi-Modal, Multi-Label Earth Observation Dataset Integrating Interferometric SAR and RGB Data Matthew J Allen Francisco Dorr Joseph A. Gallego-Mejia Laura Martínez-Ferrer Anna Jungbluth Freddie Kalaitzis Raúl Ramos-Pollán 33 3 0 06 Jun 2024
Cross-sensor self-supervised training and alignment for remote sensing V. Marsocci Nicolas Audebert 33 1 0 16 May 2024
Cross-sensor super-resolution of irregularly sampled Sentinel-2 time series Aimi Okabayashi Nicolas Audebert Simon Donike Charlotte Pelletier 30 2 0 25 Apr 2024
Deep Learning for Satellite Image Time Series Analysis: A Review Lynn Miller Charlotte Pelletier Geoffrey I. Webb 35 18 0 05 Apr 2024
Major TOM: Expandable Datasets for Earth Observation Alistair Francis Mikolaj Czerkawski AI4TS 35 11 0 19 Feb 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
Zooming Out on Zooming In: Advancing Super-Resolution for Remote Sensing Piper Wolters Favyen Bastani Aniruddha Kembhavi 24 2 0 29 Nov 2023
There Are No Data Like More Data- Datasets for Deep Learning in Earth Observation Michael Schmitt S. A. Ahmadi Yonghao Xu G. Taşkın Ujjwal Verma F. Sica Ronny Hansch 21 24 0 30 Oct 2023
From LAION-5B to LAION-EO: Filtering Billions of Images Using Anchor Datasets for Satellite Image Extraction Mikolaj Czerkawski Alistair Francis 20 9 0 27 Sep 2023
Turbulence in Focus: Benchmarking Scaling Behavior of 3D Volumetric Super-Resolution with BLASTNet 2.0 Data Wai Tong Chung Bassem Akoush Pushan Sharma Alex Tamkin Kihoon Jung ... D. Brouzet M. Talei B. Savard A. Poludnenko M. Ihme AI4CE 33 13 0 23 Sep 2023
VertiBench: Advancing Feature Distribution Diversity in Vertical Federated Learning Benchmarks Zhaomin Wu Junyi Hou Bin He FedML 56 5 0 05 Jul 2023
USIM-DAL: Uncertainty-aware Statistical Image Modeling-based Dense Active Learning for Super-resolution Vikrant Rangnekar Uddeshya Upadhyay Zeynep Akata Biplab Banerjee 32 4 0 27 May 2023
SATIN: A Multi-Task Metadataset for Classifying Satellite Imagery using Vision-Language Models Jonathan Roberts Kai Han Samuel Albanie VLM 40 12 0 23 Apr 2023
Multitemporal and multispectral data fusion for super-resolution of Sentinel-2 images Tomasz Tarasiewicz J. Nalepa R. Farrugia G. Valentino Mang Chen J. A. Briffa M. Kawulok 36 15 0 26 Jan 2023
High-Resolution Cloud Removal with Multi-Modal and Multi-Resolution Data Fusion: A New Baseline and Benchmark Fang Xu Yilei Shi Patrick Ebel Wen Yang Xiao Xiang Zhu 3DPC 19 12 0 09 Jan 2023
MuS2: A Real-World Benchmark for Sentinel-2 Multi-Image Super-Resolution Paweł Kowaleczko Tomasz Tarasiewicz Maciej Ziaja Daniel Kostrzewa J. Nalepa Przemyslaw Rokita M. Kawulok SupR 37 17 0 06 Oct 2022