Biphasic Face Photo-Sketch Synthesis via Semantic-Driven Generative Adversarial Network with Graph Representation Learning. (arXiv:2201.01592v1 [cs.CV])

In recent years, significant progress has been achieved in biphasic face
photo-sketch synthesis with the development of Generative Adversarial Network
(GAN). Biphasic face photo-sketch synthesis could be applied in wide-ranging
fields such as digital entertainment and law enforcement. However, generating
realistic photos and distinct sketches suffers from great challenges due to the
low quality of sketches and complex photo variations in the real scenes. To
this end, we propose a novel Semantic-Driven Generative Adversarial Network to
address the above issues, …

arxiv cv generative adversarial network graph learning network semantic