Hyperspectral Image Classification Based on Multiscale Hybrid Networks and Attention Mechanisms

Hyperspectral Image Classification Based on Multiscale Hybrid Networks and Attention Mechanisms

Hyperspectral image (HSI) classification is one of the most crucial tasks in remote sensing processing. The attention mechanism is preferable to a convolutional neural network (CNN), due to its superior ability to express information during HSI processing. Recently, numerous methods combining CNNs a...

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Bibliographic Details
Main Authors: Haizhu Pan, Xiaoyu Zhao, Haimiao Ge, Moqi Liu, Cuiping Shi
Format: Article
Language:English
Published: MDPI AG 2023-05-01
Series:Remote Sensing
Subjects:
hyperspectral image classification
multiscale hybrid network
hybrid attention mechanism
multi-head attention mechanism
Online Access:https://www.mdpi.com/2072-4292/15/11/2720

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https://www.mdpi.com/2072-4292/15/11/2720

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