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Transformers for Remote Sensing: A Systematic Review and Analysis

Research on transformers in remote sensing (RS), which started to increase after 2021, is facing the problem of a relative lack of review. To understand the trends of transformers in RS, we undertook a quantitative analysis of the major research on transformers over the past two years by dividing th...

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Principais autores: Ruikun Wang, Lei Ma, Guangjun He, Brian Alan Johnson, Ziyun Yan, Ming Chang, Ying Liang
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2024-05-01
Serier:Sensors
Fag:
deep learning
convolutional neural network
recurrent neural networks (RNNs)
segmentation
classification
change detection
Online adgang:https://www.mdpi.com/1424-8220/24/11/3495
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