Nonconvex-sparsity and Nonlocal-smoothness Based Blind Hyperspectral Unmixing

Blind hyperspectral unmixing (HU), as a crucial technique for hyperspectral data exploitation, aims to decompose mixed pixels into a collection of constituent materials weighted by the corresponding fractional abundances. In recent years, nonnegative matrix factorization (NMF) based methods have bec...

Ausführliche Beschreibung

Bibliographische Detailangaben
Veröffentlicht in:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1992. - (2019) vom: 17. Jan.
1. Verfasser: Yao, Jing (VerfasserIn)
Weitere Verfasser: Meng, Deyu, Zhao, Qian, Cao, Wenfei, Xu, Zongben
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2019
Zugriff auf das übergeordnete Werk:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Schlagworte:Journal Article