Hybrid Dense Network With Attention Mechanism for Hyperspectral Image Classification

Hybrid Dense Network With Attention Mechanism for Hyperspectral Image Classification

The nonlinear relation between the spectral information and the corresponding objects (complex physiognomies) makes pixelwise classification challenging for conventional methods. To deal with nonlinearity issues in hyperspectral image classification (HSIC), convolutional neural networks (CNN) are mo...

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Bibliographic Details
Main Authors: Muhammad Ahmad, Adil Mehmood Khan, Manuel Mazzara, Salvatore Distefano, Swalpa Kumar Roy, Xin Wu
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Subjects:
Attention mechanism
convolutional neural network (CNN)
hyperspectral images classification (HSIC)
inception network
Online Access:https://ieeexplore.ieee.org/document/9767615/

Internet

https://ieeexplore.ieee.org/document/9767615/

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