Unmixing of human skin optical reflectance maps by Non-negative Matrix Factorization algorithm - Archive ouverte HAL Accéder directement au contenu
Article Dans Une Revue Biomedical Signal Processing and Control Année : 2013

Unmixing of human skin optical reflectance maps by Non-negative Matrix Factorization algorithm

Résumé

We present in this paper the decomposition of human skin absorption spectra with a Non-negative Matrix Factorization method. In doing so, we are able to quantify the relative proportion of the main chromophores present in the epidermis and the dermis. We present experimental results showing that we obtain a good estimate of melanin and hemoglobin concentrations. Our approach has been validated by analyzing the human skin absorption spectra in areas of healthy skin and areas affected by melasma on eight patients.
Fichier principal
Vignette du fichier
BSPC_YBenezeth.pdf (822.77 Ko) Télécharger le fichier
Origine : Fichiers produits par l'(les) auteur(s)
Loading...

Dates et versions

hal-00742425 , version 1 (16-10-2012)

Identifiants

Citer

July Galeano, Romuald Jolivot, Franck Marzani, Yannick Benezeth. Unmixing of human skin optical reflectance maps by Non-negative Matrix Factorization algorithm. Biomedical Signal Processing and Control, 2013, 8 (2), pp.169-175. ⟨10.1016/j.bspc.2012.08.007⟩. ⟨hal-00742425⟩
165 Consultations
439 Téléchargements

Altmetric

Partager

Gmail Facebook X LinkedIn More