DocumentCode
1928620
Title
Determination of reflectance spectra model of skin phototypes V
Author
Hani, A.F.M. ; Nugroho, Heru ; Jolivot, R. ; Marzani, F.
Author_Institution
Centre for Intell. Signal & Imaging Res., Univ. Teknol. PETRONAS, Tronoh, Malaysia
fYear
2012
fDate
23-26 Sept. 2012
Firstpage
382
Lastpage
385
Abstract
In dermatology, skin is assessed for its response to UV light and is categorised under the Fitzpatrick skin type (FST). The FST is commonly applied as a predictor of skin cancer. The FST classification however is subjective. To enable an objective assessment, a pattern model of skin colour taken from normal subjects is required. In this paper, a model for skin phototype (SPT) V is developed and presented. We conducted an observational study involving 41 participants with FST V. The study analysed the reflectance spectra of facultative skin and constitutive skin which was captured using spectrophotometer and multispectral camera. Using piecewise linear regression, we modelled the reflectance spectra over different intervals of wavelength ranging from 430nm to 740nm. It is found that the modelled reflectance achieved a good fit (R-squared >0.995) with the measured reflectance spectra of the 82 skin samples obtained in the study. The proposed method offers an objective determination of skin type SPT V.
Keywords
biomedical optical imaging; cancer; colour; regression analysis; skin; spectrophotometers; ultraviolet spectra; visible spectra; FST classification; Fitzpatrick skin type; UV light; constitutive skin; dermatology; facultative skin; multispectral camera; pattern model; piecewise linear regression; reflectance spectra model; skin cancer; skin colour; skin phototype V; skin samples; skin type SPT V; spectrophotometer; wavelength 430 nm to 740 nm; Fitzpatrick Skin Type; SPT V; multispectral; piecewise linear regression; spectrophotometer;
fLanguage
English
Publisher
ieee
Conference_Titel
Industrial Electronics and Applications (ISIEA), 2012 IEEE Symposium on
Conference_Location
Bandung
Print_ISBN
978-1-4673-3004-6
Type
conf
DOI
10.1109/ISIEA.2012.6496665
Filename
6496665
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