Self-Supervised Pretraining of Transformers for Satellite Image Time Series Classification

Satellite image time series (SITS) classification is a major research topic in remote sensing and is relevant for a wide range of applications. Deep learning approaches have been commonly employed for the SITS classification and have provided state-of-the-art performance. However, deep learning meth...

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Bibliographic Details
Main Authors: Yuan Yuan, Lei Lin
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9252123/