CPC G06T 13/40 (2013.01) [G06N 3/045 (2023.01); G06T 5/50 (2013.01)] | 17 Claims |
1. A method for image processing, comprising:
encoding features of a source image to obtain a source appearance encoding that represents inherent attributes of a face in the source image;
encoding features of a target image to obtain a target non-appearance encoding that represents contextual attributes of the target image;
combining the source appearance encoding and the target non-appearance encoding using a reconstruction network to obtain combined image features, wherein the combined image features comprise a reconstructed vector in a latent space of a generator network; and
generating, using the generator network, a modified target image based on the combined image features, wherein the modified target image includes the inherent attributes of the face in the source image together with the contextual attributes of the target image.
|