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A Lightweight Convolutional Neural Network Based on Group-Wise Hybrid Attention for Remote Sensing Scene Classification

With the development of computer vision, attention mechanisms have been widely studied. Although the introduction of an attention module into a network model can help to improve classification performance on remote sensing scene images, the direct introduction of an attention module can increase the...

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Hlavní autoři: Cuiping Shi, Xinlei Zhang, Jingwei Sun, Liguo Wang
Médium: Artigo
Jazyk:Inglês
Vydáno: MDPI AG 2021-12-01
Edice:Remote Sensing
Témata:
remote sensing scene image classification
convolutional neural network (CNN)
lightweight
hybrid attention
channel attention
spatial attention
On-line přístup:https://www.mdpi.com/2072-4292/14/1/161
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