Hyperspectral Image Classification Using a Hybrid 3D-2D Convolutional Neural Networks

Due to the unique feature of the three-dimensional convolution neural network, it is used in image classification. There are some problems such as noise, lack of labeled samples, the tendency to overfitting, a lack of extraction of spectral and spatial features, which has challenged the classificati...

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Bibliographic Details
Main Authors: Saeed Ghaderizadeh, Dariush Abbasi-Moghadam, Alireza Sharifi, Na Zhao, Aqil Tariq
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9495233/