Attention Mechanism and Depthwise Separable Convolution Aided 3DCNN for Hyperspectral Remote Sensing Image Classification

Attention Mechanism and Depthwise Separable Convolution Aided 3DCNN for Hyperspectral Remote Sensing Image Classification

Hyperspectral Remote Rensing Image (HRSI) classification based on Convolution Neural Network (CNN) has become one of the hot topics in the field of remote sensing. However, the high dimensional information and limited training samples are prone to the Hughes phenomenon for hyperspectral remote sensi...

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Bibliographic Details
Main Authors: Wenmei Li, Huaihuai Chen, Qing Liu, Haiyan Liu, Yu Wang, Guan Gui
Format: Article
Language:English
Published: MDPI AG 2022-05-01
Series:Remote Sensing
Subjects:
hyperspectral remote sensing image classification
attention mechanism
depthwise separable convolution
three-dimensional convolutional neural network
dimension reduction algorithm
Online Access:https://www.mdpi.com/2072-4292/14/9/2215

Internet

https://www.mdpi.com/2072-4292/14/9/2215

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