Spatial sparsity-based blind source separation method including non-negative matrix factorization for multispectral image unmixing

2011 ◽  
Author(s):  
Moussa Sofiane Karoui ◽  
Yannick Deville ◽  
Shahram Hosseini ◽  
Abdelaziz Ouamri
Keyword(s):  
Blind Source Separation ◽  
Matrix Factorization ◽  
Source Separation ◽  
Multispectral Image ◽  
Separation Method ◽  
Spatial Sparsity ◽  
Non Negative Matrix Factorization

Blind source separation of molecular components of the human skin in vivo: non-negative matrix factorization of Raman microspectroscopy data

The Analyst ◽  
2021 ◽  
Author(s):  
B. P. Yakimov ◽  
A. V. Venets ◽  
J. Schleusener ◽  
V. V. Fadeev ◽  
J. Lademann ◽  
...  
Keyword(s):  
Human Skin ◽  
Blind Source Separation ◽  
Matrix Factorization ◽  
Source Separation ◽  
Raman Microspectroscopy ◽  
Molecular Components ◽  
Non Negative Matrix Factorization

The unsupervised non-negative matrix factorization disentangles the molecular components in the human skin in vivo from the Raman microspectroscopy data.

Sign in / Sign up

Export Citation Format

Share Document