publications

2026

1. 

   Global Underwater Geolocation from Time-Lapse Polarization Imagery

   Sara Aghajanzadeh, Xiaoyang Bai, Zhongmin Zhu , and 2 more authors

   In Proceedings of IEEE/CVF Conference on Computer Vision and Pattern Recognition , 2026

2. 

   PhyGaP: Physically-Grounded Gaussians with Polarization Cues

   Jiale Wu, Xiaoyang Bai, Zongqi He , and 2 more authors

   In Proceedings of IEEE/CVF Conference on Computer Vision and Pattern Recognition , 2026

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3. 

   Structure-grounded Training Strategies Aid Generalization in Stereo Matching

   Liangxun Ou, Yuhui Liu, Zhenyang Li , and 2 more authors

   In Proceedings of International Conference on 3D Vision , 2026

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2025

1. 

   EventTracer: Fast Path Tracing-based Event Stream Rendering

   Zhenyang Li, Xiaoyang Bai, Jinfan Lu , and 3 more authors

   arXiv preprint arXiv:2508.18071, 2025

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2. 

   Enhanced Velocity Field Modeling for Gaussian Video Reconstruction

   Zhenyang Li^*, Xiaoyang Bai^*, Tongchen Zhang , and 3 more authors

   In Proceedings of IEEE International Symposium on Mixed and Augmented Realitys (ISMAR) , 2025

   Bib HTML

   

   @inproceedings{li2025enhanced,
     title = {Enhanced Velocity Field Modeling for Gaussian Video Reconstruction},
     author = {Li, Zhenyang and Bai, Xiaoyang and Zhang, Tongchen and Shen, Pengfei and Xu, Weiwei and Peng, Yifan},
     booktitle = {Proceedings of IEEE International Symposium on Mixed and Augmented Realitys (ISMAR)},
     year = {2025},
     organization = {IEEE},
     google_scholar_id = {qjMakFHDy7sC}
   }

3. 

   Learning RGBD imaging via asymmetrically focused stereo cameras

   Liangxun Ou, Yuhui Liu, Xiaoyang Bai , and 1 more author

   The Visual Computer, 2025

   Bib HTML

   

   @article{ou2025learning,
     title = {Learning RGBD imaging via asymmetrically focused stereo cameras},
     author = {Ou, Liangxun and Liu, Yuhui and Bai, Xiaoyang and Peng, Yifan},
     journal = {The Visual Computer},
     year = {2025},
     publisher = {Springer},
     google_scholar_id = {IjCSPb-OGe4C}
   }

2024

1. 

   Learning a global underwater geolocalization model with sectoral transformer

   Xiaoyang Bai, Zhongmin Zhu, Alexander Schwing , and 2 more authors

   Optics Express, 2024

   Bib HTML

   

   @article{bai2024learning,
     title = {Learning a global underwater geolocalization model with sectoral transformer},
     author = {Bai, Xiaoyang and Zhu, Zhongmin and Schwing, Alexander and Forsyth, David and Gruev, Viktor},
     journal = {Optics Express},
     volume = {32},
     number = {12},
     pages = {20706--20718},
     year = {2024},
     publisher = {Optica Publishing Group},
     google_scholar_id = {2osOgNQ5qMEC}
   }

2023

1. 

   Polarization-based underwater geolocalization with deep learning

   Xiaoyang Bai, Zuodong Liang, Zhongmin Zhu , and 3 more authors

   eLight, 2023

   Bib HTML

   

   @article{bai2023polarization,
     title = {Polarization-based underwater geolocalization with deep learning},
     author = {Bai, Xiaoyang and Liang, Zuodong and Zhu, Zhongmin and Schwing, Alexander and Forsyth, David and Gruev, Viktor},
     journal = {eLight},
     volume = {3},
     number = {1},
     pages = {15},
     year = {2023},
     publisher = {Springer},
     google_scholar_id = {u-x6o8ySG0sC}
   }

2. 

   Angle of polarization calibration for omnidirectional polarization cameras

   Xiaoyang Bai, Zhongmin Zhu, Alexander Schwing , and 2 more authors

   Optics Express, 2023

   Bib HTML

   

   @article{bai2023angle,
     title = {Angle of polarization calibration for omnidirectional polarization cameras},
     author = {Bai, Xiaoyang and Zhu, Zhongmin and Schwing, Alexander and Forsyth, David and Gruev, Viktor},
     journal = {Optics Express},
     volume = {31},
     number = {4},
     pages = {6759--6769},
     year = {2023},
     publisher = {Optica Publishing Group},
     google_scholar_id = {u5HHmVD_uO8C}
   }