I am currently pursuing my Ph.D. at the College of Optical Science and Engineering at Zhejiang University. Under the mentorship of Dr. Chen Yueting, I also receive valuable guidance from Professors Xu Zhihai, Feng Huajun, and Li Qi. Additionally, I am a trainee researcher at the Shanghai Artificial Intelligence Laboratory, working closely with Guo Shi, Xue Tianfan, Gu Jinwei, Zhao Bin and Li Xuelong. My research interests are primarily in optical imaging and low-level vision.

News

  • 09.2024 A paper has been accepted by SIGGRAPH Asia 2024.
  • 07.2024 A paper is published in AAAI 2024!
  • 10.2023 A paper is published in OE 2023!
  • 08.2023 A paper is published in TGRS 2023!
  • 06.2023 A paper is published in AAAI 2023!
  • 11.2022 A paper is published in OE 2022!

Publications

Deep Linear Array Pushbroom Image Restoration: A Degradation Pipeline and Jitter-Aware Restoration Network

Zida Chen, Ziran Zhang*, Haoying Li, Menghao Li, Yueting Chen, Qi Li, Huajun Feng, Zhihai Xu, Shiqi Chen

AAAI 2024
[ Paper | BibTex | Code ]

ASF-Transformer: neutralizing the impact of atmospheric turbulence on optical imaging through alternating learning in the spatial and frequency domains

Ziran Zhang, Bin Zhao, Yueting Chen, Zhigang Wang, Dong Wang, Jiawei Sun, Jie Zhang, Zhihai Xu, Xuelong Li

Optics Express 2023
[ Paper | BibTex | Code ]

Imaging Simulation and Learning-based Image Restoration for Remote Sensing Time Delay and Integration Cameras

Menghao Li, Ziran Zhang, Shiqi Chen, Zhihai Xu, Qi Li, Huajun Feng, Yueting Chen

IEEE Transactions on Geoscience and Remote Sensing 2023
[ Paper | BibTex ]

Real-world deep local motion deblurring

Haoying Li, Ziran Zhang*, Tingting Jiang, Peng Luo, Huajun Feng, Zhihai Xu

AAAI 2023
[ Paper | Preprint | BibTex | Project page | Code ]

Deep learning-based image reconstruction for photonic integrated interferometric imaging

Ziran Zhang, Haoying Li, Guomian Lv, Hao Zhou, Huajun Feng, Zhihai Xu, Qi Li, Tingting Jiang, Yueting Chen

Optics Express 2022
[ Paper | BibTex | Code ]

Education

  • 2022-2025(expected) Ph.D., Zhejiang University
    • Combined Master's and Ph.D. Program, Joint Training by Shanghai Artificial Intelligence Laboratory
    • Major: Optical Engineering
    • Advisor: Chen Yueting
    • Co-Advisors: Xue Tianfan, Gu Jinwei, Guo Shi
  • 2020-2022 M.S., Zhejiang University
    • Major: Optical Engineering
    • Advisor: Feng Huajun
    • Co-Advisors: Chen Yueting, Xu Zhihai, Li Qi
  • 2016-2020 B.S., Central South University
    • Major: Optoelectronic Information Science and Engineering

Internships

  • 2023-Present, Shanghai Artificial Intelligence Laboratory
    • Trainee Researcher, AI for Imaging
  • 2022, Huawei 2012 Lab, Central Media Technology Institute
    • Media Algorithm Intern, AI-ISP Algorithm Development

Research Focus

  • AI for Imaging, Event-based Low-level Vision, Computational Optics, and Imaging Principles.

Services

  • Reviewer for TGRS, OE, AO, ACM MM, AAAI, ECCV, ICCV
  • President, Electronic Design Association, Central South University, 2018-2019
  • Deputy Director of the Office, Youth Volunteers Association, Central South University, 2017-2018

Honors

  • Sunny Optical Innovation and Entrepreneurship Scholarship, 2022
  • Outstanding Graduate Student, Zhejiang University, 2021-2023
  • Second Prize, Chang'e-7 Science Payload Creative Competition, 2022
  • Outstanding Graduate of Hunan Province, 2020
  • National Scholarship for Undergraduates, 2019

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