Exploring an application-oriented land-based hyperspectral target detection framework based on 3D–2D CNN and transfer learning

Exploring an application-oriented land-based hyperspectral target detection framework based on 3D–2D CNN and transfer learning

Abstract Target detection based on hyperspectral images refers to the integrated use of spatial information and spectral information to accomplish the task of localization and identification of targets. There are two main methods for hyperspectral target detection: supervised and unsupervised method...

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Bibliographic Details
Main Authors: Jiale Zhao, Guanglong Wang, Bing Zhou, Jiaju Ying, Jie Liu
Format: Article
Language:English
Published: SpringerOpen 2024-03-01
Series:EURASIP Journal on Advances in Signal Processing
Subjects:
Hyperspectral imaging
Target detection
3D–2D CNN
Transfer learning
Spectral similarity
Online Access:https://doi.org/10.1186/s13634-024-01136-0

Internet

https://doi.org/10.1186/s13634-024-01136-0

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