Title :
Melanin determination using optimised inverse Monte Carlo for skin — Light interaction
Author :
Hani, Ahmad Fadzil M ; Nugroho, Hermawan ; Shamsudin, Norashikin ; Baba, Roshidah
Author_Institution :
Centre for Intell. Signal & Imaging Res., Univ. Teknol. PETRONAS, Tronoh, Malaysia
Abstract :
Abnormality of melanin production causes skin pigmentation disorders. Many simulation models of light interaction with human skin have been reported. The most accurate skin model is based on Monte Carlo approach. An inverse model is used to derive optical properties of skin by fitting the spectral reflectance obtained from the model of light interaction to the actual spectral reflectance obtained from empirical data. Currently there is no an inverse Monte Carlo model which is designed to analyse skin chromophores especially melanin type and its concentration. In this paper, a development of an inverse Monte Carlo model to analyse skin pigmentation model is presented. The inverse model is first validated with 37 spectral reflectance data obtained from normal participants. An observational clinical study involving 11 melasma patients is then conducted. As expected, result shows that the concentrations of eumelanin and pheomelanin of all melasma lesions are higher than concentration of eumelanin and pheomelanin of normal skin, resulting in higher light photon absorption. It can be inferred that the developed inverse model is able to determine relative concentrations of eumelanin and pheomelanin.
Keywords :
Monte Carlo methods; bio-optics; medical disorders; physiological models; reflectivity; skin; empirical data; eumelanin concentrations; human skin; light photon absorption; melanin determination; melanin production; melasma lesions; melasma patients; observational clinical study; optical properties; optimised inverse Monte Carlo model; pheomelanin concentrations; simulation models; skin chromophores; skin model; skin pigmentation disorders; skin pigmentation model; skin-light interaction; spectral reflectance; Biomedical optical imaging; Inverse problems; Monte Carlo methods; Optical reflection; Optical scattering; Reflectivity; Skin; Monte Carlo based light-skin propagation model; eumelanin; inverse model; pheomelanin;
Conference_Titel :
Intelligent and Advanced Systems (ICIAS), 2012 4th International Conference on
Conference_Location :
Kuala Lumpur
Print_ISBN :
978-1-4577-1968-4
DOI :
10.1109/ICIAS.2012.6306209