Self-supervised multi-image super-resolution for push-frame satellite images

NL Nguyen, J Anger, A Davy… - Proceedings of the …, 2021 - openaccess.thecvf.com
Recent constellations of optical satellites are adopting multi-image super-resolution (MISR)
from bursts of push-frame images as a way to increase the resolution and reduce the noise …

Multitemporal and multispectral data fusion for super-resolution of Sentinel-2 images

T Tarasiewicz, J Nalepa, RA Farrugia… - … on Geoscience and …, 2023 - ieeexplore.ieee.org
Multispectral Sentinel-2 (S-2) images are a valuable source of Earth observation data;
however, spatial resolution of their spectral bands limited to 10-, 20-, and 60-m ground …

Self-supervised super-resolution for multi-exposure push-frame satellites

NL Nguyen, J Anger, A Davy… - Proceedings of the …, 2022 - openaccess.thecvf.com
Modern Earth observation satellites capture multi-exposure bursts of push-frame images that
can be super-resolved via computational means. In this work, we propose a super-resolution …

Introduction to Super-Resolution for Remotely Sensed Hyperspectral Images

P Kowaleczko, M Ziaja, D Kostrzewa… - Super-Resolution for …, 2024 - Springer
Super-resolution stands as one of the most prominent research areas in computer vision,
aiming to augment the resolution of digital images. The majority of current state-of-the-art …

Multi-Image Fusion for Super-Resolving Individual Sentinel-2 Images

B Pogodzinski, T Tarasiewicz… - IGARSS 2024-2024 …, 2024 - ieeexplore.ieee.org
Insufficient spatial resolution remains a serious obstacle for many potential applications of
Sentinel-2 images. Therefore, a number of super-resolution techniques have been …

Satellite image-based road segmentation assisted by multi-temporal super-resolution

S Paloniemi - 2024 - oulurepo.oulu.fi
In this work, multi-temporal super-resolution task is investigated as a stand-alone task but
also as a preprocessing step for a downstream image segmentation task. Multi-temporal …

[PDF][PDF] Self-Supervised Super-Resolution for Multi-Exposure Push-Frame Satellites Supplementary material

NL Nguyen, J Anger, A Davy, P Arias, G Facciolo - openaccess.thecvf.com
Since the base component only contains low frequencies and cannot be super-resolved, we
propose a simple pipeline consisting of i) alignment of the LR base components Bi to the …