Hyperspectral Image Classification-Traditional to Deep Models: A Survey for Future Prospects

Hyperspectral imaging (HSI) has been extensively utilized in many real-life applications because it benefits from the detailed spectral information contained in each pixel. Notably, the complex characteristics, i.e., the nonlinear relation among the captured spectral information and the correspondin...

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Bibliographic Details
Published in:	IEEE journal of selected topics in applied earth observations and remote sensing Vol. 15; pp. 968 - 999
Main Authors:	Ahmad, Muhammad, Shabbir, Sidrah, Roy, Swalpa Kumar, Hong, Danfeng, Wu, Xin, Yao, Jing, Khan, Adil Mehmood, Mazzara, Manuel, Distefano, Salvatore, Chanussot, Jocelyn
Format:	Journal Article
Language:	English
Published:	Piscataway IEEE 2022 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Classification Computer vision Deep learning Deep learning (DL) Feature extraction feature learning Histograms hyperspectral image classification (HSIC) Hyperspectral imaging hyperspectral imaging (HSI) Image classification Image color analysis Machine learning Polls & surveys Spectra spectral–spatial information Surveying Task analysis Training
ISSN:	1939-1404, 2151-1535
Online Access:	Get full text
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