Ziyi Shen (申子宜)

Shanghai, China

I am a Research Fellow at UCL

Here is my CV


Previously, I was a research assistant at IIAI (Inception Institute of Artificial Intelligence, UAE) from 2019-2020. I received my Ph.D. from the School of Optics and Photonics, Beijing Institute of Technology in 2019, directed by Profs. Tingfa Xu. I was a joint-training Ph.D. student in the Electrical Engineering and Computer Science Department, the University of California at Merced, directed by Profs. Tingfa Xu and Ming-Hsuan Yang in 2016-2017.

My research interest includes video understanding, image processing, medical image processing, and related vision problems.


06/2022: One paper is accepted in MICCAI 2022

09/2021: One paper is accepted in NeurIPS 2021

12/2020: One paper is accepted in TMI

12/2020: One paper is accepted in IEEE Transactions on Cybernetics

12 / 2019: One paper is accepted in IJCV

12 / 2019: One paper is accepted in PR

07 / 2019: One paper and a workshop paper are accepted in ICCV 2019

07 / 2019: One paper is accepted in Optics Express

12 / 2018: One paper is accepted in Optics Express

08 / 2018: One paper is accepted in ICIP 2018

03 / 2018: One paper is accepted in CVPR 2018

Selected Publications

Modeling and Enhancing Low-Quality Retinal Fundus Images

Ziyishen, Huazhu Fu, Jianbing Shen and Ling ShaoIEEE Transactions on Medical Imaging (TMI), 2021

SiamATL: Online Update of Siamese Tracking Network via Attentional Transfer Learning

Huangbo, TIngfa Xu, Ziyi Shen, Shengwang JIang and Jianan LiIEEE Transactions on Cybernetics, 2021

Transfer learning-based discriminative correlation filter for visual tracking

Huangbo, Tingfa Xu, Jianan Li, Ziyi Shen and Yiwen ChenPattern Recognition, 2020

Human-Aware Motion Deblurring

Ziyi Shen, Wenguan Wang, Xiankai Lu, Jianbin Shen, Haibin Ling, Tingfa Xu and Ling ShaoInternational Conference on Computer Vision (ICCV), 2019Project website [HIDE dataset]

Embarrassingly Simple Binary Representation Learning

Yuming Shen, Jie Qin, Jiaxin Chen, Li Liu, Fan Zhu and Ziyi ShenInternational Conference on Computer Vision Workshop (ICCVW), 2019Project website

Compressive spectral imaging system for soil classification with three-dimensional convolutional neural network

Yue Yu, Tingfa Xu, Ziyi Shen, Yuhan Zhang and Xi WangOptics Express, 2019Paper

Fourier ptychographic microscopy reconstruction with multiscale deep residual network

Jizhou Zhang, Tingfa Xu, Ziyi Shen, Yifan Qian and Yizhou ZhangOptics Express, 2018Paper

Stochastic channel decorrelation network and its application to visual tracking

Jie Guo , Tingfa Xu, Shenwang Jiang and Ziyi Shen Arxiv, 2018Paper

Generating Reliable Online Adaptive Templates for Visual Tracking

Jie Guo , Tingfa Xu, Shenwang Jiang and Ziyi ShenIEEE International Conference on Image Processing ( ICIP ), 2018 Paper

Deep Semantic Face Deblurring

Ziyi Shen , Wei-Sheng Lai , Tingfa Xu, Jan Kautz and Ming-Hsuan Yang IEEE Con​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​ference on Computer Vision and Pattern Recognition (CVPR) , 2018 Project website Paper Code (Github) Testing Datasets [Helen] [CelebA] [Read me]Trainning Datasets [Kernels]