Zewei He

Zewei He

I am an assistant professor at Zhejiang University and the Huanjiang Laboratory, leading the Multispectral Vision and Intelligent Processing Lab (MVIP Lab). Before that, I was a Postdoc at Zhejiang University (with Prof. Zheming Lu) and at Louisiana State University (with Prof. Xin Li). I received my Ph.D. from Zhejiang University in 2019, under the supervision of Prof. Jiangxin Yang, and my B.E. degree from the University of Science and Technology Beijing in 2014.

My research interest lies in Computer vision, including computational imaging, low level vision and generative models.

For prospective students interested in computer vision, feel free to contact me via email!

🔥 News

  • 2026.02:  🎉🎉 Our work GFRRN is accepted to CVPR26.
  • 2024.09:  🎉🎉 I joined Zhejiang University as a tenure-track assistant professor.
  • 2024.09:  🎉🎉 DEA-Net has been selected as an ESI Highly Cited Paper.
  • 2024.06:  🎉🎉 Our work PTTD is accepted to ECCV24.
  • 2024.01:  🎉🎉 Our work DEA-Net is accepted to TIP24.

📝 Selected Publications

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GFRRN: Explore the Gaps in Single Image Reflection Removal

Yu Chen, Zewei He, Xingyu Liu, Zixuan Chen, Zheming Lu

Conference on Computer Vision and Pattern Recognition (CVPR) 2026

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Prompt-based test-time real image dehazing: a novel pipeline

Zixuan Chen, Zewei He, Ziqian Lu, Xuecheng Sun, Zhe-Ming Lu

European Conference on Computer Vision (ECCV) 2024

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DEA-Net: Single image dehazing based on detail-enhanced convolution and content-guided attention

Zixuan Chen, Zewei He, Zhe-Ming Lu

IEEE transactions on image processing (TIP) 2024

📖 Educations

  • 2018.06 - 2019.06, Visiting Ph.D. in Computer Science, Louisiana State University.
  • 2014.09 - 2019.06, Ph.D. in Mechanical Engineering and Automation, Zhejiang University.
  • 2010.09 - 2014.06, B.E. in Mechanical Engineering and Automation, University of Science and Technology Beijing.