Authors
Kaida Xiao, Yuteng Zhu, Changjun Li, David Connah, Julian M Yates, Sophie Wuerger
Publication date
2016/6/27
Journal
Optics Express
Volume
24
Issue
13
Pages
14934-14950
Publisher
Optica Publishing Group
Description
A improved spectral reflectance reconstruction method is developed to transform camera RGB to spectral reflectance for skin images. Rather than using conventional direct or two-step processes, we transform camera RGB to skin reflectance directly using a principal component analysis (PCA) approach. The novelty in our direct method (RGB to spectra) is the use of a skin-specific colour characterisation chart with spectra closer to human skin spectra, and a new database of skin reflectances to derive the PCA bases. The experimental results using the facial images of 17 subjects demonstrate that our new direct method gives a significantly better performance than conventional, two-step methods and direct methods with traditional characterization charts. This new spectral reconstruction algorithm is sufficiently precise to reconstruct spectral properites relating to chromophores and its performance is within the …
Total citations
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Scholar articles
K Xiao, Y Zhu, C Li, D Connah, JM Yates, S Wuerger - Optics Express, 2016