Hello! 😄 I'm a deep-learning researcher & engineer interested in image restoration and novel-view synthesis.
M.S. in Computer Engineering @ MLVC Lab., Kyung Hee University, 2021.09 ~ 2023.08
B.S. in Space Science and Astronomy, Kyung Hee University, 2015.03 ~ 2021.02
Deep Learning Engineer, AI team, D.Notitia, 2023.12 ~ present
Internship, AI education team, Elice, 2020.09 ~ 2020.12
"Depth‑Regularized 3D Gaussian Splatting for Robust Endoscopic Reconstruction in Feature‑Scarce Environments", EMBC, 2025
"SEMNet: Deep Synthetic Training for Unprecedented SEM Image Denoising and Super-Resolution", EMC, 2024
"Descanning: From Scanned to the Original Images with a Color Correction Diffusion Model", AAAI, 2024
"Face-centered Broadcast Video Super-Resolution Based on Edge-oriented Convolution Block and Random Degradation", KCC, 2022
"Generation of He I 1083nm Images from SDO AIA Images by Deep Learning", The Astrophysical Journal, 2021
"Highlight Extraction of League of Legends Game Videos Using 3D CNN and Bi‑LSTM", CEIC, 2020
"Enhancing Multi-Modal Model Performance through Audio Perturbation", 2025.01 ~ present
"3D Reconstruction of 2D Endoscopy Images Based on 3D Gaussian Splatting" w/ Btree, 2024.07 ~ 2025.03
"AI-Based Image Restoration Solution for the Scanning Electron Microscopes (SEM)" w/ COXEM, 2023.12 ~ 2024.09
"A Real-time Broadcast Image Super-Resolution Model for X220 NPU" w/ SK Telecom, 2021.09 ~ 2023.08
"Endoscopic Image Processing System and Method", 10-2025-0026290
"Apparatus and Method for Machine Learning-Based Image Restoration", 10-2024-0169006