Land-Cover Classification With Time-Series Remote Sensing Images by Complete Extraction of Multiscale Timing Dependence

Land-Cover Classification With Time-Series Remote Sensing Images by Complete Extraction of Multiscale Timing Dependence

The evolution rules of different land covers show some similarity, which poses a huge challenge for high-accuracy land-cover classification. Therefore, the full extraction of multiscale timing-dependence features is important for mining seasonal and phenological change laws and improving the accurac...

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Bibliographic Details
Main Authors: Jining Yan, Jingwei Liu, Lizhe Wang, Dong Liang, Qingcheng Cao, Wanfeng Zhang, Jianyi Peng
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Subjects:
Informer
self-attention
time series classification
timing dependence
Transformer
Online Access:https://ieeexplore.ieee.org/document/9712171/

Internet

https://ieeexplore.ieee.org/document/9712171/

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