Hyperspectral collaborative sparse unmixing based on fusion of stacked edge-preserving filterings

2021 International Conference on Wireless Communications and Smart Grid (ICWCSG)(2021)

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摘要
The spatial resolution of the hyperspectral image is usually low, the endmembers are uniformly mixed, and a single pixel usually contains multiple mixed endmembers. In order to extract a single endmember and its corresponding abundance coefficient in the hyperspectral images, a hyperspectral linear collaborative sparse unmixing method based on edge-preserving filtering is proposed. Firstly, the mu...
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关键词
hyperspectral image,spectral unmixing,TV regularization,Alternating direction method of multipliers (ADMM),edge preservation filter component
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