Enhancing Training Set Through Multi-Temporal Attention Analysis in Transformers for Multi-Year Land Cover Mapping
Author:
Affiliation:
1. University of Iceland,School of Engineering and Natural Sciences,Reykjavik,Iceland,107
2. Forschungszentrum Jülich,Jülich Supercomputing Centre,Jülich,Germany,52428
3. University of Twente,Enschede,The Netherlands,7514 AE
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/10281394/10281399/10283284.pdf?arnumber=10283284
Reference10 articles.
1. A length-extrapolatable transformer;sun,2022
2. BERT: Pre-training of deep bidirectional transformers for language understanding;devlin,2018
3. A Novel Approach to the Unsupervised Update of Land-Cover Maps by Classification of Time Series of Multispectral Images
4. Attention is all you need;vaswani,2017
5. BREIZHCROPS: A TIME SERIES DATASET FOR CROP TYPE MAPPING
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