A Novel Hyperspectral Endmember Extraction Algorithm Based on Online Robust Dictionary Learning

Due to the sparsity of hyperspectral images, the dictionary learning framework has been applied in hyperspectral endmember extraction. However, current endmember extraction methods based on dictionary learning are not robust enough in noisy environments. To solve this problem, this paper proposes a...

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Bibliographic Details
Main Authors: Xiaorui Song, Lingda Wu
Format: Article
Language:English
Published: MDPI AG 2019-07-01
Series:Remote Sensing
Subjects:
Online Access:https://www.mdpi.com/2072-4292/11/15/1792