Hyeongmin Lee

I'm a Master's student at the Graduate School of Artificial Intelligence at POSTECH. I'm conducting research under the supervision of Prof. Sunghyun Cho in the POSTECH Computer Graphics Lab.

Email  /  CV  /  GitHub

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Research

I'm interested in computer graphics, deep learning, and image processing.
My recent research is related to image restoration and enhancement.

CLIPtone: Unsupervised Learning for Text-based Image Tone Adjustment
Hyeongmin Lee*, Kyoungkook Kang*, Jungseul Ok, Sunghyun Cho
CVPR, 2024
project page / arXiv / code

A text-based image tone adjustment method in an unsupervised manner with minimal dataset costs.

UGPNet: Universal Generative Prior for Image Restoration
Hwayoon Lee, Kyoungkook Kang, Hyeongmin Lee, Seung-Hwan Baek, Sunghyun Cho
WACV, 2024
arXiv / code

A universal image restoration framework that combines the benefits of an existing regression-based restoration network and a generative prior-based network.

Source code credit to Dr.Jon Barron.