In the following, you can find references to articles about the material presented in this tutorial. The publications are more detailed than what we have presented and also contain references to related work.
Extending probabilistic model fitting to include semantic segmentation with an application to deal with occlusion:
Bernhard Egger, Sandro Schönborn, Andreas Schneider, Adam Kortylewski, Andreas Morel-Forster, Clemens Blumer and Thomas Vetter Occlusion-aware 3D Morphable Models and an Illumination Prior for Face Image Analysis, International Journal of Computer Vision (IJCV), 2018
Bernhard Egger."Semantic Morphable Models " PhD Thesis, University of Basel, 2017
Bernhard Egger, Andreas Schneider, Clemens Blumer, Andreas Morel-Forster, Sandro Schönborn, Thomas Vetter. "Occlusion-aware 3D Morphable Face Models." British Machine Vision Conference (BMVC), September 2016
The basic article about probabilistic fitting of face models:
The Morphable Model of faces, including the publicly available Basel Face Model 2017 (BFM2017):
More publications about model-based image analysis can found on our group website http://gravis.cs.unibas.ch/.
Semantic Morphable Models Tutorial | References