A practical appearance model for dynamic facial color

Author:

Jimenez Jorge1,Scully Timothy2,Barbosa Nuno3,Donner Craig4,Alvarez Xenxo5,Vieira Teresa6,Matts Paul7,Orvalho Verónica8,Gutierrez Diego1,Weyrich Tim2

Affiliation:

1. Universidad de Zaragoza

2. University College London

3. Universidade do Porto

4. Leolux

5. Face In Motion

6. Universidade de Trás os Montes e Alto Douro

7. Procter & Gamble

8. Instituto de Telecomunicações

Abstract

Facial appearance depends on both the physical and physiological state of the skin. As people move, talk, undergo stress, and change expression, skin appearance is in constant flux. One of the key indicators of these changes is thecolorof skin. Skin color is determined by scattering and absorption of light within the skin layers, caused mostly by concentrations of two chromophores, melanin and hemoglobin. In this paper we present a real-time dynamic appearance model of skin built fromin vivomeasurements of melanin and hemoglobin concentrations. We demonstrate an efficient implementation of our method, and show that it adds negligible overhead to existing animation and rendering pipelines. Additionally, we develop a realistic, intuitive, and automatic control for skin color, which we term askin appearance rig.This rig can easily be coupled with a traditional geometric facial animation rig. We demonstrate our method by augmenting digital facial performance with realistic appearance changes.

Funder

Gobierno de Aragón

Ministerio de Economía y Competitividad

Seventh Framework Programme

Publisher

Association for Computing Machinery (ACM)

Subject

Computer Graphics and Computer-Aided Design

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1. Practical Measurement and Neural Encoding of Hyperspectral Skin Reflectance;2024 International Conference on 3D Vision (3DV);2024-03-18

2. Using Computer Vision to Track Facial Color Changes and Predict Heart Rate;Journal of Imaging;2022-09-09

3. Using High-Fidelity Avatars to Advance Camera-Based Cardiac Pulse Measurement;IEEE Transactions on Biomedical Engineering;2022-08

4. Appearance;The Handbook on Socially Interactive Agents;2021-09-10

5. “Warm Bodies”: A Post-Processing Technique for Animating Dynamic Blood Flow on Photos and Avatars;Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems;2021-05-06

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