SfSNet: Learning Shape, Reflectance and Illuminance of Faces 'in the Wild'
SfSNet: Learning Shape, Reflectance and Illuminance of Faces 'in the Wild'
We present SfSNet, an end-to-end learning framework for producing an accurate decomposition of an unconstrained human face image into shape, reflectance and illuminance. SfSNet is designed to reflect a physical lambertian rendering model. SfSNet learns from a mixture of labeled synthetic and unlabeled real world images. This allows the network …