Face Sketch Synthesis and Recognition

Authors:
Xiaoou Tang;Xiaogang Wang
Affiliations:
-;-
Venue:
ICCV '03 Proceedings of the Ninth IEEE International Conference on Computer Vision - Volume 2
Year:
2003

Citing 0
Cited 16

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Hand-drawn face sketch recognition by humans and a PCA-based algorithm for forensic applications

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A Comprehensive Survey to Face Hallucination

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Abstract

In this paper, we propose a novel face photo retrievalsystem using sketch drawings. By transforming a photoimage into a sketch, we reduce the difference betweenphoto and sketch significantly, thus allow effectivematching between the two. To improve the synthesisperformance, we separate shape and texture informationin a face photo, and conduct transformation on themrespectively. Finally a Bayesian classifier is used torecognize the probing sketch from the synthesizedpseudo-sketches. Experiments on a data set containing606 people clearly demonstrate the efficacy of thealgorithm.