Research Interest
Machine Learning & Deep Learning
Computer Vision
Human Pose Estimation
Domain Adaptation
Experience
Project
시리즈 애니메이션의 원터치(One-touch) 웹툰화 인공지능 기술 개발 [한국콘텐츠진흥원] (2021.12 ~ 2022.07)
비파괴검사 AI 모델 고도화 (Continual Object Detection) [두산 에너빌리티] (2022.08 ~ 2023.05)
저조도 조명환경 극복을 위한 다중 투사 공간 활용 고자유도 대규모 사용자 상호작용 기술 개발 [문화체육관광부] (2023.06 ~ )
Teaching Assistant
중앙대학교 군AI 교육 지원 사업 조교 (ML 코딩) (2022.09 ~ 2022.11)
Publications
Animation-based Automatic Webtoon Production System, IEIE 2022 우수학생논문상
Jinsoo Hwang, Jaeyoon Lee, Minji Kwak, Jongwon Choi
In-the-wild 3D Human Pose Estimation with Synthetic 3D data and Real 2D data, IEIE 2023
Minji Kwak, Hyunjin Cho, Suyeon Cha, Jongwon Choi
A Study on Memory-Based Continual Learning in Object Detection, IEIE 2023
Yujeong Oh, Minji Kwak, Seungmo Seo, Jongwon Choi
Feedback-driven 3D Human Pose Estimation, KHC 2023
Minji Kwak, Suyeon Cha, Hyunjin Cho, Jongwon Choi
Research on a Few-shot Interactiono Classificaion System Based on a 3-D Pose Estimation, KICS 2024
Minji Kwak, Hyunjin Cho, Jaeyoon Lee, Jongwon Choi