ECCV 2018: Tutorial on Face Tracking and its Applications
2018, Sep 08
Justus Thies
Michael Zollhöfer
Christian Theobalt
Matthias Nießner
The tutorial is about monocular face tracking techniques and also discusses the possible applications. Specifically, the tutorial will cover topics such as:
- Input Modalities (RGB and RGB-D sensors)
- Image Formation Models (Camera Models and Light Transport)
- Statistical Face Priors and Blendshapes
- Advanced Face Models and Parametric Rigs
- Optimization-based Face Reconstruction
- Applications of Face Reconstruction
- Video Editing, Facial Reenactment, Video Dubbing, Facial Projection Mapping
- Deep Learning for Face Reconstruction
- Open Challenges
- Social Implications