About

I am a second-year Master's student at the Vision & Intelligent Systems Lab in Kyungpook National University, South Korea where I am advised by Professor Jong Taek Lee. I earned my B.E. degree from Kyungpook National University in 2023.

My research centers on understanding human actions in 2D and 3D space.

[Email] / [GitHub] / [Google Scholar] / [CV]


Publications

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Finding Optimal Viewpoints for Monocular 3D Human Pose Estimation in Dynamic 3D Gaussian Splatting Space (Oral)

Wan-Gi Bae*, Sanghyeon Lee*, Jong Taek Lee†

Advanced Visual and Signal-Based Systems (AVSS) 2025 Code / Paper

TL; DR Proposes real-time reinforcement learning-based next best viewpoint selection for monocular 3D human pose estimation in 3D Gaussian Splatting space.

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ELLAR: An Action Recognition Dataset for Extremely Low-Light Conditions with Dual Gamma Adaptive Modulation

Minse Ha*, Wan-Gi Bae*, Geunyoung Bae, Jong Taek Lee†

Asian Conference on Computer Vision (ACCV) 2024 Website / Paper

TL; DR Introduces the first dataset of action recognition in extremely low-light conditions along with a simple yet effective method for robust performance across diverse low-light conditions.


Projects


Teaching Experience


Photos

https://c.statcounter.com/13156516/0/288ae255/1/