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

profile photo
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  |  code

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.