Shuchao Duan

I am a first-year Ph.D student in the Department of Computer Science at University of Bristol, where I am supervised by Prof. Majid Mirmehdi. I am also a member of the Machine Learning and Computer Vision group (MaVi) at University of Bristol. Previously, I obtained my M.Sc. in the School of Control Science and Engineering at Shandong University.

I am broadly interested in computer vision and deep learning. My current research focuses on fine-grained Video Understanding especially action quality assessment.


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dise 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
[pdf] [bibtex]

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 distribution.


COMS30030 Image Processing & Computer Vision

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