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Deep Sketch-Photo Face Recognition Assisted by Facial Attributes
[article]
2018
arXiv
pre-print
In this paper, we present a deep coupled framework to address the problem of matching sketch image against a gallery of mugshots. Face sketches have the essential in- formation about the spatial topology and geometric details of faces while missing some important facial attributes such as ethnicity, hair, eye, and skin color. We propose a cou- pled deep neural network architecture which utilizes facial attributes in order to improve the sketch-photo recognition performance. The proposed
arXiv:1808.00059v1
fatcat:aacadvlctbfrpkttkj2lgvt6qi