Imagery Time Series Cloud Removal and Classification Using Long Short Term Memory Neural Networks

The availability of high spatial and temporal resolution imagery, such as that provided by the Sentinel satellites, allows the use of image time series to classify land cover. Recurrent neural networks (RNNs) are a clear candidate for such an approach; however, the presence of clouds poses a difficu...

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Bibliographic Details
Main Authors: Francisco Alonso-Sarria, Carmen Valdivieso-Ros, Francisco Gomariz-Castillo
Format: Article
Language:English
Published: MDPI AG 2024-06-01
Series:Remote Sensing
Subjects:
Online Access:https://www.mdpi.com/2072-4292/16/12/2150