Face sketch synthesis is the task of generating a sketch from an input face photo.
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Instead of supervising the network with ground truth sketches, we first perform patch matching in feature space between the input photo and photos in a small reference set of photo-sketch pairs.
SOTA for Face Sketch Synthesis on CUFS
To this end, we propose a novel synthesis framework called Photo-Sketch Synthesis using Multi-Adversarial Networks, (PS2-MAN) that iteratively generates low resolution to high resolution images in an adversarial way.
#2 best model for Face Sketch Synthesis on CUHK