Profile

  • Yuzhe Zhang
  • Master Student 2021-2024
  • Beijing Institute of Technology
  • 1999
  • Computational Imaging

Research

  • Computer Vision

    • Image restoration
    • Image generation
    • CNN / Transformer / VAE / GAN / Diffusion

  • Computational Imaging

    • On-chip snapshot spectral imaging
    • High-resolution spectral imaging
    • Broadband multispectral filter array

Contact

Skills

Education

  • [M.Eng] Beijing Institute of Technology,

    • School of Information and Electronics
    • Co-supervised by Prof. Jun Zhang (Member of Chinese Academy of Engineering) and Dr. Liheng Bian
    • National Scholarship (Top 0.2%), 2023.10
    • Academic Scholarship Special Award, 2021/2022/2023
    • Municipal Excellent Graduate (Beijing), 2024.04

  • [B.Eng] Zhengzhou University,

    • Major in Electronic Engineering, GPA: 3.66/4.0, (Top 3%)
    • Outstanding Undergraduate of Henan Province (Top 1%), 2021.06
    • Excellent Undergraduate Dissertation Award of Henan Province, 2021.06
    • First-class Undergraduate Scholarship, 2018/2019/2020

Publications

Authors † contributed equally to this work.

[4] Liheng Bian†, Zhen Wang†, Yuzhe Zhang†, Lianjie Li, Yinuo Zhang, Chen Yang, Wen Fang, Jiajun Zhao, Chunli Zhu, Qinghao Meng, Xuan Peng, Jun Zhang, 'A broadband hyperspectral image sensor with high spatio-temporal resolution,' Nature, 2024, vol. 635, no. 8037, pp. 73-81.

[3] Haoyang He†, Yuzhe Zhang†, Yujie Shao, Yan Zhang, Guangzhou Geng, Junjie Li, Xin Li, Yongtian Wang, Liheng Bian, Jun Zhang, Lingling Huang, 'Meta-attention network based spectral reconstruction with snapshot near-infrared metasurface,' Advanced Materials, 2024: 2313357.

[2] Yuzhe Zhang, Jiawei Zhang, Hao Li, Zhouxia Wang, Luwei Hou, Dongqing Zou, Liheng Bian, 'Diffusion-based Blind Text Image Super-Resolution,' IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024.

[1] Yuzhe Zhang, Shuai Wang, Qiang Jiao, Liheng Bian, 'Deep calibration for broadband multispectral filter array,' Optoelectronic Imaging and Multimedia Technology IX. SPIE, 2023, vol. 12317, pp. 68-74.

Internship & Project

  • SenseTime Research | Intern, 2023

  • Huawei Technologies Co., Ltd | Project, 2022

  • ECCV Workshop MIPI | Project, 2022

Competition

  • [ Provincial ] The "Challenge Cup" National College Students' Extracurricular Academic Science and Technology Contest | Special Prize | 2023
  • [  National  ] Mathematical Modeling | 3rd Prize | 2022
  • [ Provincial ] National College Student Electronic Design Competition | 2nd Prize | 2019
  • [ Provincial ] RoboMaster Robotics Competition | 3rd Prize | 2019&2018
  • [ Provincial ] National College Student Mechanical Innovation Design Competition | 1st Prize | 2018

Self Comment

Self-motivated