Suhyun Shin

MS-PhD student at POSTECH CG Lab

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

My research focuses on Computational Imaging and Computer graphics, with 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. 

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Publications

Dense Dispersed Structured Light for Hyperspectral 3D Imaging of Dynamic Scenes

Suhyun Shin, Seungwoo Yoon, Ryota Maeda, Seung-Hwan Baek 

Arxiv, 2024

project page / paper / code 

High quality hyperspectral 3D imaging using dispersed structured light. 

Dispersed Structured Light for Hyperspectral 3D Imaging

Suhyun Shin, Seokjun Choi, Felix Heide, Seung-Hwan Baek 

CVPR, 2024

project page / paper / code 

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

Limitations of Hyperspectral Imaging from RGB images:A Data Perspective

Qiang Fu, Matheus Souza, Eunsue Choi, Suhyun Shin, Seung-Hwan Baek, Wolfgang Heidrich

Computational Optical Sensing and Imaging, Optical, 2024

paper

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