Multi-Scale Gradients Self-Attention Residual Learning for Face Photo-Sketch Transformation
Shuchao Duan, Zhenxue Chen, Q. M. Jonathan Wu, Lei Cai, Dan Lu.
IEEE Transactions on Information Forensics and Security (TIFS), 2021
We propose a multi-scale gradients self-attention residual learning framework for face photo-sketch transformation that embeds
a self-attention mechanism in the residual block, making full
use of the relationship between features to selectively enhance
the characteristics of specific information through self-attention