Toward task-driven satellite image super-resolution

Toward task-driven satellite image super-resolution

19 March 2025

Pawel Kowaleczko

Daniel Kostrzewa

Nicolas Longépé

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Papers citing "Toward task-driven satellite image super-resolution"

13 / 13 papers shown

Title
Segment Anything A. Kirillov Eric Mintun Nikhila Ravi Hanzi Mao Chloe Rolland ... Spencer Whitehead Alexander C. Berg Wan-Yen Lo Piotr Dollár Ross B. Girshick MLLM VLM 718 9,072 0 05 Apr 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 94 25 0 06 Oct 2022
Open High-Resolution Satellite Imagery: The WorldStrat Dataset -- With Application to Super-Resolution Julien Cornebise Ivan Orsolic F. Kalaitzis 106 2 0 13 Jul 2022
Semantically Accurate Super-Resolution Generative Adversarial Networks Tristan Frizza D. Dansereau Nagita Mehr Seresht M. Bewley GAN 102 9 0 17 May 2022
Multi-Spectral Multi-Image Super-Resolution of Sentinel-2 with Radiometric Consistency Losses and Its Effect on Building Delineation Muhammed Razzak Gonzalo Mateo-García L. Gómez-Chova Y. Gal F. Kalaitzis 103 51 0 05 Nov 2021
Permutation invariance and uncertainty in multitemporal image super-resolution D. Valsesia E. Magli OOD SupR 57 39 0 26 May 2021
Real-World Single Image Super-Resolution: A Brief Review Honggang Chen Xiaohai He L. Qing Yuanyuan Wu Chao Ren Ce Zhu 168 293 0 03 Mar 2021
Self-supervised Learning: Generative or Contrastive Xiao Liu Fanjin Zhang Zhenyu Hou Zhaoyu Wang Li Mian Jing Zhang Jie Tang SSL 348 1,802 0 15 Jun 2020
HighRes-net: Recursive Fusion for Multi-Frame Super-Resolution of Satellite Imagery Michel Deudon Alfredo Kalaitzis Israel Goytom Md Rifat Arefin Zhichao Lin Kris Sankaran Vincent Michalski Samira Ebrahimi Kahou Julien Cornebise Yoshua Bengio SupR 116 118 0 15 Feb 2020
Deep Learning-based Image Super-Resolution Considering Quantitative and Perceptual Quality Jun-Ho Choi Jun-Hyuk Kim Manri Cheon Jong-Seok Lee SupR 83 40 0 13 Sep 2018
DeepGlobe 2018: A Challenge to Parse the Earth through Satellite Images Ilke Demir Krzysztof Koperski David Lindenbaum Guan Pang Jing Huang Saikat Basu Forest Hughes D. Tuia Ramesh Raskar 124 908 0 17 May 2018
Task-Driven Super Resolution: Object Detection in Low-resolution Images Muhammad Haris Gregory Shakhnarovich Norimichi Ukita 109 183 0 30 Mar 2018
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 2.4K 81,658 0 18 May 2015