An Effective Hyperspectral Image Classification Network Based on Multi-Head Self-Attention and Spectral-Coordinate Attention

An Effective Hyperspectral Image Classification Network Based on Multi-Head Self-Attention and Spectral-Coordinate Attention

In hyperspectral image (HSI) classification, convolutional neural networks (CNNs) have been widely employed and achieved promising performance. However, CNN-based methods face difficulties in achieving both accurate and efficient HSI classification due to their limited receptive fields and deep arch...

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Bibliographic Details
Main Authors: Minghua Zhang, Yuxia Duan, Wei Song, Haibin Mei, Qi He
Format: Article
Language:English
Published: MDPI AG 2023-07-01
Series:Journal of Imaging
Subjects:
hyperspectral image
image classification
deep learning
spectral-coordinate attention
long-range dependency
Online Access:https://www.mdpi.com/2313-433X/9/7/141

Internet

https://www.mdpi.com/2313-433X/9/7/141

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