Bandwise Model Based on Spectral Prior Information for Sparse Unmixing

The purpose of sparse unmixing (SU) is to find the optimal spectral subset from the spectral library and uses this subset to model each pixel in the hyperspectral data. The existing SU methods concern Gaussian noise a lot and focus less on the varied intensity of Gaussian noise in different bands an...

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Bibliographic Details
Main Authors: Shaodi Ge, Naixin Kang, Nan Jiang, Xiaotao Huang, Miao Wang
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9516992/