A New Fast Sparse Unmixing Algorithm Based on Adaptive Spectral Library Pruning and Nesterov Optimization

In recent years, hyperspectral sparse unmixing (HSU) has garnered extensive research and attention due to its unique characteristic of not requiring the estimation of endmembers and their number. However, the high coherence and large-scale nature of the prior spectral library frequently lead to subs...

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Detalhes bibliográficos
Principais autores: Kewen Qu, Fangzhou Luo, Huiyang Wang, Wenxing Bao
Formato: Artigo
Idioma:English
Publicado em: IEEE 2025-01-01
coleção:IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Assuntos:
Acesso em linha:https://ieeexplore.ieee.org/document/10887113/