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20172025
most citedEstimating Crop Primary Productivity with Sentinel-2 and Landsat 8 using Machine Learning Methods Trained with Radiative Transfer Simulations

212 citations · 301 across the 11 of their papers we have counts for

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Showing 2021Show all

2 papers · 1 filter

eess.IV2021★ 1 cited

Multi-Spectral Multi-Image Super-Resolution of Sentinel-2 with Radiometric Consistency Losses and Its Effect on Building Delineation

Muhammed Razzak, Gonzalo Mateo-Garcia, Luis Gómez-Chova +2

High resolution remote sensing imagery is used in broad range of tasks, including detection and classification of objects. High-resolution imagery is however expensive, while lower…

cs.LG2021★ 2 cited

Unsupervised Change Detection of Extreme Events Using ML On-Board

Vít Růžička, Anna Vaughan, Daniele De Martini +5

In this paper, we introduce RaVAEn, a lightweight, unsupervised approach for change detection in satellite data based on Variational Auto-Encoders (VAEs) with the specific purpose…