| Analysis of Human Faces using a Measurement-Based Skin Reflectance Model |
| Citation: |
* Weyrich, T.; Matusik, W.; Pfister, H.; Bickel, B.; Donner, C.; Tu, C.; McAndless, J.; Lee, J.; Ngan, A.; Jensen, H.; Gross, M., "Analysis of Human Faces using a measurement-Based Skin Reflectance Model", ACM Transactions on Graphics (TOG), ISSN: 0730-0301, Vol. 25, Issue 3, pp. 1013-1024, July 2006 (MERL/ETH Skin Reflectance Database) |
| Date: | July 2006 |
| MERL Contacts: | Joseph Katz,
Janet McAndless |
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 publicaly available to the research community for applications in face synthesis and analysis. |
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