About Me

I currently work in Institute of Network and Intelligent System, School of Computer and Information Technology, Beijing Jiaotong University. I recently received my Ph.D. degree in School of Computer Science and Engineering, Beihang University, advised by Prof. Zhang Xiong.  I have been studying at Computer Science and Artificial Intelligence Laboratory (CSAIL), MIT, as a visiting student where I am advised by Prof. Berthold Horn, from September, 2015 to September 2016.

My research is on computer vision and image processing, particularly I am interested in Light Field Image Processing, including depth estimation, saliency detection, image segmentation and super-resolution.

I am looking for potential undergraduate and graduate students. Please contact me if you are interested.

Publications
Removing Foreground Occlusions in Light Field using Micro-lens Dynamic Filter
Shuo Zhang, Zeqi Shen, Youfang Lin
New! the 30th International Joint Conference on Artificial Intelligence (IJCAI), 2021
Paper | Poster | Code | Bibtex
End-to-End Light Field Spatial Super-Resolution Network using Multiple Epipoplar Geometry
Shuo Zhang*, Song Chang, Youfang Lin*
New! IEEE Transaction on Image Processing (TIP), 2021
Paper | Poster | Code | Bibtex
Attention-based Multi-Level Fusion Network for Light Field Depth Estimation
Jiaxin Chen, Shuo Zhang*, Youfang Lin
New! The 35th AAAI Conference on Artificial Intelligence (AAAI), 2021
Paper | Poster | Code | Bibtex
Residual Networks for Light Field Image Super-Resolution
Shuo Zhang, Youfang Lin, Hao Sheng
IEEE Conference on Computer Vision and Pattern Recognition (CVPR, oral), 2019
Paper | Poster | Code | Bibtex
Micro-lens-based Matching for Scene Recovery in Lenslet Cameras
Shuo Zhang, Hao Sheng*, Member, IEEE, Da Yang, Jun Zhang, and Zhang Xiong
IEEE Transaction on Image Processing, 2018
Paper | Code | Bibtex
Robust Depth Estimation for Light Field via Spinning Parallelogram Operator
Shuo Zhang, Hao Sheng, Chao Li, Jun Zhang, Zhang Xiong
Computer Vision and Image Understanding, Volume 145 Issue C, April 2016
Paper | Code | Bibtex

New! The SPO won the 'Discontinuities Champion' in Light Field Depth Estimation Challenge, LF4CV@CVPR2017.

Poster | Slides
Geometric Occlusion Analysis in Depth Estimation using Integral Guided Filter for Light-Field Image
Hao Sheng, Shuo Zhang*, Xiaochun Cao, Yajun Fang, Zhang Xiong
IEEE Transaction on Image Processing, Volume 26 Issue 12, 2017
Paper | Code | Bibtex
Occlusion-Aware Depth Estimation for Light Field Using Multi-Orientation EPIs
Hao Sheng, Pan Zhao, Shuo Zhang*, Jun Zhang, Da Yang
Pattern Recognition, 2017
Paper | Code | Bibtex
Relative Location for Light Field Saliency Detection
Hao Sheng, Shuo Zhang, Xiaoyu Liu, Zhang Xiong
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2016
Paper | Poster | Code | Bibtex
Guided Integral Filter for Light Field Stereo Matching
Hao Sheng, Shuo Zhang, Gengliang Zhu, Zhang Xiong
IEEE International Conference on Image Processing (ICIP), 2015
Paper | Code | Bibtex