Yufei Han 韩雨霏

Hi there! I am a Ph.D. student in Artificial Intelligence School, Beijing University of Posts and Telecommunications (BUPT). I am advised by Zhanyu Ma, Yunpeng Jia, Heng Guo and Boxin Shi.

I earned my B.S. degree from the School of Information and Communication Engineering, BUPT in Jun. 2022.

My research interest includes 3D reconstruction and polarized-based vision.

Email | Google Scholar | Github

Preprint

NeRSP: Neural 3D Reconstruction for Reflective Objects with Sparse Polarized Images
Yufei Han, Heng Guo, Koki Fukai, Hiroaki Santo, Boxin Shi, Fumio Okura, Zhanyu Ma, Yunpeng Jia

CVPR, 2024
arXiv | project page

We use the geometric and photometric cues from polarized images to reconstruct reflective objects with sparse views.

Publications

Highlighted are my favorite works.

Polarization Guided HDR Reconstruction via Pixel-Wise Depolarization
Chu Zhou, Yufei Han, Minggui Teng, Jin Han, Si Li, Chao Xu, Boxin Shi

TIP, 2023
paper | code

We propose a pixel-wise depolarization strategy to solve the polarization guided HDR reconstruction problem, by classifying the pixels based on their levels of ill-posedness in HDR reconstruction procedure and applying different solutions to different classes.

Learning to Dehaze with Polarization
Chu Zhou, Minggui Teng, Yufei Han, Chao Xu, Boxin Shi

NeurIPS, 2021
paper | code

We propose a generalized physical formation model of hazy images and a robust polarization-based dehazing pipeline.

Website adapted from Jon Barron and Xu Cao.