Self-supervised learning with deep clustering for target detection in hyperspectral images with insufficient spectral variation prior

Author:

Zhang XiaodianORCID,Gao Kun,Wang Junwei,Hu Zibo,Wang Hong,Wang PengyuORCID,Zhao Xiaobin,Li Wei

Funder

National Natural Science Foundation of China

Natural Science Foundation of Beijing Municipality

Publisher

Elsevier BV

Subject

Management, Monitoring, Policy and Law,Computers in Earth Sciences,Earth-Surface Processes,Global and Planetary Change

Reference53 articles.

1. Hyperspectral subspace identification;Bioucas-Dias;IEEE Trans. Geosci. Remote Sens.,2008

2. Spectral variability in hyperspectral data unmixing: A comprehensive review;Borsoi;IEEE Geosci. Remote Sens. Mag.,2021

3. Deep clustering for unsupervised learning of visual features;Caron,2018

4. An information-theoretic approach to spectral variability, similarity, and discrimination for hyperspectral image analysis;Chang;IEEE Trans. Inform. Theory,2000

5. Hyperspectral target detection: Hypothesis testing, signal-to-noise ratio, and spectral angle theories;Chang;IEEE Trans. Geosci. Remote Sens.,2021

Cited by 1 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Target-Driven Iterative Autoencoder for Hyperspectral Target Detection;IEEE Transactions on Geoscience and Remote Sensing;2024

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