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Youwei Lyu 吕游伟
I am a Ph.D. student under the supervision of Prof. Boxin Shi in School of Artificial Intelligence at Beijing University
of Posts and Telecommunications (BUPT). Before that, I obtained my bachelor degree from BUPT in 2019.
My research interests are centered around computational photography and physics-based vision.
Email: youweilv AT gmail.com | youweilv AT bupt.edu.cn
Github /
Google Scholar
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PolarAnything: Diffusion-based Polarimetric Image Synthesis
Kailong Zhang,
Youwei Lyu,
Heng Guo,
Si Li,
Zhanyu Ma,
Boxin Shi
International Conference on Computer Vision (ICCV), 2025
[paper]
[code]
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PolGS: Polarimetric Gaussian Splatting for Fast Reflective Surface Reconstruction
Yufei Han,
Bowen Tie,
Heng Guo,
Youwei Lyu,
Si Li,
Boxin Shi,
Yunpeng Jia,
Zhanyu Ma
International Conference on Computer Vision (ICCV), 2025
[paper]
[code]
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PIDSR: Complementary Polarized Image Demosaicing and Super-Resolution
Shuangfan Zhou,
Chu Zhou,
Youwei Lyu,
Heng Guo,
Zhanyu Ma,
Boxin Shi,
Imari Sato
Conference on Computer Vision and Pattern Recognition (CVPR), 2025
[paper]
[code]
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SfPUEL: Shape from Polarization under Unknown Environment Light
Youwei Lyu,
Heng Guo,
Kailong Zhang,
Si Li,
Boxin Shi
Advances in Neural Information Processing Systems (NeurIPS), 2024
[paper]
[code]
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Shape from Polarization with Distant Lighting Estimation
Youwei Lyu,
Lingran Zhao,
Si Li,
Boxin Shi
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
[paper]
[code]
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Polarization-Aware Low-Light Image Enhancement
Chu Zhou,
Minggui Teng,
Youwei Lyu,
Si Li,
Chao Xu,
Boxin Shi
Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI), 2023
[paper]
[code]
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Reflection Removal with NIR and RGB Image Feature Fusion
Yuchen Hong,
Youwei Lyu,
Si Li,
Gang Cao,
Boxin Shi
IEEE Transactions on Multimedia (TMM), 2022
[paper]
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Physics-Guided Reflection Separation from a Pair of Unpolarized and Polarized Images
Youwei Lyu*,
Zhaopeng Cui*,
Si Li,
Marc Pollefeys,
Boxin Shi
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
[paper]
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Near-Infrared Image Guided Reflection Removal
Yuchen Hong,
Youwei Lyu,
Si Li,
Boxin Shi
IEEE International Conference on Multimedia & Expo (ICME), 2020
Oral Presentation
[paper]
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Reflection Separation using a Pair of Unpolarized and Polarized Images
Youwei Lyu*,
Zhaopeng Cui*,
Si Li,
Marc Pollefeys,
Boxin Shi
Advances in Neural Information Processing Systems (NeurIPS), 2019
Spotlight Presentation
[paper]
[code]
[slides]
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Conference Reviewer: CVPR, ICCV, ECCV, NeurIPS, ACCV, WACV
Journal Reviewer: IJCV, TIP, TCSVT, CVIU
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