Satellite Image Time-Series Classification with Inception-Enhanced Temporal Attention Encoder

Satellite Image Time-Series Classification with Inception-Enhanced Temporal Attention Encoder

In this study, we propose a one-branch IncepTAE network to extract local and global hybrid temporal attention simultaneously and congruously for fine-grained satellite image time series (SITS) classification. Transformer and the temporal self-attention mechanism have been the research focus of SITS...

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Bibliographic Details
Main Authors: Zheng Zhang, Weixiong Zhang, Yu Meng, Zhitao Zhao, Ping Tang, Hongyi Li
Format: Article
Language:English
Published: MDPI AG 2024-12-01
Series:Remote Sensing
Subjects:
self-attention mechanism
satellite image time series
classification
inception net
hybrid attention
temporal attention encoder
Online Access:https://www.mdpi.com/2072-4292/16/23/4579
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