An overview of hyperspectral image feature extraction, classification methods and the methods based on small samples-Reference-Cited by-同舟云学术

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An overview of hyperspectral image feature extraction, classification methods and the methods based on small samples

Published:2021-11-05 Issue: Volume: Page:1-34
ISSN:0570-4928
Container-title:Applied Spectroscopy Reviews
language:en
Short-container-title:Applied Spectroscopy Reviews

Author:

Li Xueying¹²,Li Zongmin³,Qiu Huimin¹,Hou Guangli¹,Fan Pingping¹

Affiliation:

1. Institute of oceanographic Instrumentation, Qilu University of Technology (Shandong Academy of Sciences), Qingdao, China

2. School of Geosciences, China University of Petroleum (East China), Qingdao, China

3. College of computer science and technology, China University of Petroleum (East China), Qingdao, China

Funder

the National Natural Science Foundation of China

the Natural Science Foundation of Shandong Province

Publisher

Informa UK Limited

Subject

Spectroscopy,Instrumentation

Link

https://www.tandfonline.com/doi/pdf/10.1080/05704928.2021.1999252

Reference123 articles.

1. Rapid assessment of petroleum-contaminated soils with infrared spectroscopy

2. Recursive variable selection to update near-infrared spectroscopy model for the determination of soil nitrogen and organic carbon

3. Hyperspectral Imaging Analysis for the Classification of Soil Types and the Determination of Soil Total Nitrogen

4. Advances in Hyperspectral Image and Signal Processing: A Comprehensive Overview of the State of the Art

5. Deep Learning for Hyperspectral Image Classification: An Overview

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2. Non-invasive diagnosis of wheat stripe rust progression using hyperspectral reflectance;Frontiers in Plant Science;2024-09-11

3. A Peak-Finding Siamese Convolutional Neural Network (PF-SCNN) for Aero-Engine Hot Jet FT-IR Spectrum Classification;Aerospace;2024-08-28

4. Continuous Wavelet Transform Peak-Seeking Attention Mechanism Conventional Neural Network: A Lightweight Feature Extraction Network with Attention Mechanism Based on the Continuous Wave Transform Peak-Seeking Method for Aero-Engine Hot Jet Fourier Transform Infrared Classification;Remote Sensing;2024-08-22

5. Deep feature dendrite with weak mapping for small-sample hyperspectral image classification;International Journal of Machine Learning and Cybernetics;2024-07-22

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