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Classification maps for the IP dataset using 5% training samples.

Classification maps for the IP dataset using 5% training samples.

<p>(a) False-color image. (b) Ground-truth (GT). (c–h) The classification maps with disparate algorithms.</p>

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Bibliographic Details
Main Author: Yuping Yin (3617510) (author)
Other Authors: Haodong Zhu (14412015) (author), Lin Wei (70005) (author)
Published: 2025
Subjects:
Cell Biology
Biotechnology
Space Science
Environmental Sciences not elsewhere classified
Biological Sciences not elsewhere classified
Mathematical Sciences not elsewhere classified
Information Systems not elsewhere classified
robust feature representation
hyperspectral images based
experimental results demonstrate
convolutional neural networks
layer feature fusion
hyperspectral image classification
proposed network backbone
channel reconstruction convolutions
multiple scconv modules
channel reconstruction
scconv modules
convolution layer
scconv ),
classification tasks
classification effectiveness
usually impacted
thereby obtaining
testing time
storage capacity
spectral features
significant advantages
scnet ).
paper proposes
model complexity
effectively utilize
different depths
computational power
complex computations
cnn ).
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