Stochastic Neighbor Embedding Feature-Based Hyperspectral Image Classification Using 3D Convolutional Neural Network

Stochastic Neighbor Embedding Feature-Based Hyperspectral Image Classification Using 3D Convolutional Neural Network

The ample amount of information from hyperspectral image (HSI) bands allows the non-destructive detection and recognition of earth objects. However, dimensionality reduction (DR) of hyperspectral images (HSI) is required before classification as the classifier may suffer from the curse of dimensiona...

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Bibliographic Details
Main Authors: Md. Moazzem Hossain, Md. Ali Hossain, Abu Saleh Musa Miah, Yuichi Okuyama, Yoichi Tomioka, Jungpil Shin
Format: Article
Language:English
Published: MDPI AG 2023-05-01
Series:Electronics
Subjects:
hyperspectral image
dimensionality reduction
visualization
image classification
principle component analysis
t-Distributed Stochastic Neighbor Embedding
Online Access:https://www.mdpi.com/2079-9292/12/9/2082

Internet

https://www.mdpi.com/2079-9292/12/9/2082

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