Nonlinear Estimation Of Chromophore Concentrations And Shading From Hyperspectral Images
IMAGE AND SIGNAL PROCESSING (ICISP 2016)(2016)
Abstract
This paper aims to apply nonlinear estimation of chromophore concentrations: melanin, oxy-hemoglobin, deoxy-hemoglobin and shading to the real hyperspectral image of skin. Skin reflectance is captured in the wavelengths between 400nm and 700nm by hyperspectral scanner. Five-band wavelengths data are selected from skin reflectance. By using the cubic function which obtained by Monte Carlo simulation of light transport in multi-layered tissue, chromophore concentration is determined by minimizing residual sum of squares of reflectance.
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Key words
Melanin volume, Blood volume, Monte Carlo simulation, Spectral reflectance
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