Suhyun Shin

I'm a MS-Phd student at POSTECH Computer Graphics Lab under the supervision of Prof. Seung-Hwan Baek.

My research focuses on Computer vision and Computer graphics, with a particular interest in the interaction between light and objects. Recently, my interest lie in capturing both the spectral and 3D geometric information of objects, integrating software, hardware, and optical techniques. I aim to understand the interactions between light and objects and to extract hidden information from these interactions. My goal is to implement these studies in a differentiable manner, using AI technologies to achieve more innovative and impactful results. I am enthusiastic about continuing research in areas related to cameras, displays, optics, and lenses, and I intend to make significant contributions to this field.

Email  /  CV  /  Github

Research

I'm interested in computer graphics, deep learning, and optics. My recent research is about Hyperspectral 3D imaging, which reconstructs high quality depth and spectral information using a diffraction grating film.

High quality hyperspectral 3D imaging using dispersed structured light.

Fast and high accurate hyperspectral 3D imaging for dynamic scenes using dense dispersed structured light.

We show that significant limitations exist arising from the lack of diversity in the prevailing hyperspectral image datasets.

Education

POSTECH Sept.2022 - Present

M.S-Ph.d in Departement of Artificial Intelligence

Chung-ang University, Mar.2017 - Aug.2022

B.S in Department of Mathematics

Source code credit to Dr.Jon Barron.