Xiaoyang Bai

WeLight Lab and Imaging Systems Lab at the University of Hong Kong

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301 Haking Wong Building

The University of Hong Kong

I am currently a Postdoctoral Fellow at WeLight Lab and Imaging Systems Lab, Department of Electrical and Electronic Engineering, HKU. I am fortunate to be supervised by Prof. Edmund Y. Lam and Evan Peng.

I received my Ph.D. degree in Computer Science from University of Illinois Urbana-Champaign in 2023, advised by Prof. Alexander Schwing and mentored by Prof. Viktor Gruev and David Forsyth. Before that, I completed my undergraduate study at University of California, Berkeley, where I majored in Computer Science, Applied Mathematics, Cognitive Science and Linguistics.

My research interests span the fields of Computer Vision, Computer Graphics and Computational Optics. I am particularly attracted to topics related to deep learning-based optics, event camera, AR/VR and generative models. My non-research interests include science (fantasy/speculative) fictions, zoos and gaming.

news

Jun 24, 2024 I have joined WeLight Lab and Imaging Systems Lab @ HKU as a postdoctoral fellow!

selected publications

  1. elight_teaser2.png
    Polarization-based underwater geolocalization with deep learning
    Xiaoyang Bai, Zuodong Liang, Zhongmin Zhu , and 3 more authors
    eLight, 2023
  2. sectran_teaser.jpg
    Learning a global underwater geolocalization model with sectoral transformer
    Xiaoyang Bai, Zhongmin Zhu, Alexander Schwing , and 2 more authors
    Optics Express, 2024
  3. calibration_teaser.jpg
    Angle of polarization calibration for omnidirectional polarization cameras
    Xiaoyang Bai, Zhongmin Zhu, Alexander Schwing , and 2 more authors
    Optics Express, 2023