Heterogeneous Face Interpretable Representation for Joint Face Recognition and Synthesis

The paper is under review. We will realse the code and new face sketch database in the future.

• Python 3.6
• pytorch
• CUDA & GPU available device

We build the corresponding face sketches to face photos in CelebA database. The introduced large-scale CelebA-sketch database contains 200k photo-sketch pairs belong to 10k number of identities.

Example of face synthesis by linear interpolation of two modality factors. We fix the latent identity part and modality the modality part value.

Example of face synthesis by linear interpolation of multiple modality factors. We fix the latent identity part and modality the modality part value.