CHALLENGES IN PREPARING DATASETS FOR SUPER-RESOLUTION ON THE EXAMPLE OF SENTINEL-2 AND PLANET SCOPE IMAGES

Benchmark datasets is an significant aspect in in many areas such as computer vision, deep learning, geospatial data as they serve as standardized test sets for evaluating the performance of models. Among many techniques of image processing, there is super-resolution (SR) which is aimed at reconstru...

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Bibliographic Details
Main Authors: A. Malczewska, J. Malczewski, B. Hejmanowska
Format: Article
Language:English
Published: Copernicus Publications 2023-10-01
Series:The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Online Access:https://isprs-archives.copernicus.org/articles/XLVIII-1-W3-2023/91/2023/isprs-archives-XLVIII-1-W3-2023-91-2023.pdf