Chenhao Li 李 辰昊

I am a Researcher at Sony. Previously, I was a Ph.D. student at Osaka University, supervised by Prof. Hajime Nagahara.. My research interests include computer vision, computational imaging, and computer graphics.

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Research

Most of my research is about estimating the physical world (shape, materials, illumination, etc.) using various types of sensing devices. Representative papers are highlighted.

Revisiting Shape from Polarization in the Era of Vision Foundation Models
Chenhao Li, Taishi Ono, Takeshi Uemori, Yusuke Moriuchi

arXiv / code & data

With polarization cues, a lightweight model trained on a small dataset outperforms vision foundation models

NeISF++: Neural Incident Stokes Field for Polarized Inverse Rendering of Conductors and Dielectrics
Chenhao Li, Taishi Ono, Takeshi Uemori, Hajime Mihara, Sho Nitta, Alexander Gatto, Hajime Nagahara, Yusuke Moriuchi
CVPR, 2025
arXiv/ project page/ code & data

An inverse rendering pipeline using polarization cues that supports both conductors and dielectrics.

Deep Polarization Cues for Single-shot Shape and Subsurface Scattering Estimation
Chenhao Li, Trung Thanh Ngo, Hajime Nagahara
ECCV, 2024
arXiv / code & data

Joint estimation of shape and subsurface scattering parameters from a single polarized image.

NeISF: Neural Incident Stokes Field for Geometry and Material Estimation
Chenhao Li, Taishi Ono, Takeshi Uemori, Hajime Mihara, Alexander Gatto, Hajime Nagahara, Yusuke Moriuchi
CVPR, 2024   (Highlight)
project page/ video/ arXiv/ code & data

An inverse rendering pipeline using a combination of explicit-implicit polarimetric lighting representations and a physically-based polarimetric renderer.

Inverse Rendering of Translucent Objects using Physical and Neural Renderers
Chenhao Li, Trung Thanh Ngo, Hajime Nagahara
CVPR, 2023
project page / video / arXiv / code & data

Jointly estimate SSS parameters, surface normal, depth, roughness, and illumination by observing a flash and no-flash image pair of translucent objects.

Few-shot font style transfer between different languages
Chenhao Li, Yuta Taniguchi, Min Lu, Shin'ichi Konomi, Hajime Nagahara
WACV, 2021 (conference) & Applied Intelligence, 2023 (journal)
video / paper / code & data / journal

Generate the entire Chinese font library by observing a few (less than 10) English letters.


Thank Dr. Jon Barron for sharing the source code of his personal page.