Analysis of Human Faces using a Measurement-Based Skin Reflectance Model

Tim Weyrich (ETH), Wojciech Matusik (MERL), Hanspeter Pfister (MERL)
Bernd Bickel (ETH), Craig Donner (UCSD), Chien Tu (MERL)
Janet McAndless (MERL), Jinho Lee (MERL), Addy Ngan (MIT)
Henrik Wann Jensen (UCSD), Markus Gross (ETH)


We have measured 3D face geometry, skin reflectance, and subsurface scattering using custom-built devices for 149 subjects of varying age, gender, and race. We developed a novel skin reflectance model whose parameters can be estimated from measurements. The model decomposes the large amount of measured skin data into a spatially-varying analytic BRDF, a diffuse albedo map, and diffuse subsurface scattering. Our model is intuitive, physically plausible, and since we do not use the original measured data easy to edit as well. High-quality renderings come close to reproducing real photographs. The analysis of the model parameters for our sample population reveals variations according to subject age, gender, skin type, and external factors (e.g., sweat, cold, or makeup). Using our statistics, a user can edit the overall appearance of a face (e.g., changing skin type and age) or change small-scale features using texture synthesis (e.g., adding moles and freckles). We are making the collected statistics publicly available to the research community for applications in face synthesis and analysis.

"Analysis of Human Faces using a Measurement-Based Skin Reflectance Model"
Tim Weyrich, Wojciech Matusik, Hanspeter Pfister, Bernd Bickel, Craig Donner, Chien Tu, Janet McAndless, Jinho Lee, Addy Ngan, Henrik Wann Jensen, and Markus Gross
ACM Transactions on Graphics (SIGGRAPH'2006), Boston, to appear

skin-analysis.pdf (900KB)

Last update: August 14, 2006