Face sketch synthesis is the task of generating a sketch from an input face photo.
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However, human perception of the similarity of two sketches will consider both structure and texture as essential factors and is not sensitive to slight ("pixel-level") mismatches.
Exemplar-based face sketch synthesis methods usually meet the challenging problem that input photos are captured in different lighting conditions from training photos.
In this paper, we proposed a synthesized face sketch recognition framework based on full-reference image quality assessment metrics.