Anchored Neighborhood Index for Face Sketch Synthesis

Exemplar-based face sketch synthesis has long been impeded by the difficulty of accurate neighbor selection. Given a test patch extracted from the test photograph, the K-nearest neighbor (K-NN) matching algorithm is generally performed by existing methods to find K-nearest photograph patches in the training data set, which contains some pairs of face sketches and photographs. Then, the training sketch patches corresponding to the selected...