Jongwook Choi's Homepage
Jongwook Choi
Ph.D. Student
Department of Artificial Intelligence, Chung-Ang University, Seoul
Email: cjw@vilab.cau.ac.kr
Visual Intelligence Lab [Link]
Research Interest
Computer Vision Artificial Intelligence Media Forensics AI safety
Education
Chung-Ang University, Seoul, Korea
Ph.D degree expected in Department of Artificial Intelligence, Mar. 2024 - Now
adviser: Prof. Jongwon Choi
Area of Study: Unified Deepfake Detection
M.S., degree in Department of Image Science and arts, Mar.2022 - Feb. 2024
Thesis Title: Exploiting Style Latent Flows for Generalizing Video Deepfake Detection
adviser: Prof. Jongwon Choi
Area of Study: Improve the performance of video based deepfake detection algorithm using temporal artifact
Kyonggi University, Suwon, Korea
B.Ec., degree in Department of Economic, Mar. 2016 - Feb. 2021
Major: Applied Staticstics
B.Sc., degree in Department of Science in Engineering, Mar. 2016 - Feb. 2021
Major: Data Convergence Engineering
Publications
International
Exploiting Style Latent Flows for Generalizing Video Deepfake Detection, CVPR 2024 [ArXiv]
Jongwook Choi, Taehoon Kim, Yonghyun Jeong, Seungryul Baek and Jongwon Choi*
Domain Generalization for Face Forgery Detection by Style Transfer, ICCE 2024 [link]
Taehoon Kim, Jongwook Choi, Hyunjin Cho, Hyoungjun Lim and Jongwon Choi*
Deepfake Detection Using Structure-from-Motion, ICEIC 2023
Jongwook Choi, Hyoungjun Lim, and Jongwon Choi*
Image Outpainting by Puzzling, ICEIC 2023
Hyoungjun Lim, Jongwook Choi, and Jongwon Choi*
Domestic
오디오-비디오 스위치 네트워크를 활용한 딥러닝 기반 비디오 탐색, IEIE 2022 (Paper Award) [link]
Youn Jong Su, Soo Hyun Park, Jongwook Choi, and Jongwon Choi*
Experience
NCSOFT, Seongnam, Korea
Internship (AI researcher), Graphics AI Lab, Virtual Face team, Sep. 2023 - Feb. 2024
Research Projects
저조도 조명환경 극복을 위한 다중 투사 공간 활용 고자유도 대규모 사용자 상호작용 기술 개발 [MCST] (Mar. 2024 ~ Now)
부정 불량 식품의 스마트 감시 시스템 및 판별 기술 고도화 [KFDA] (Jun. 2023 ~ Dec. 2023)
실제와 지각 역치 이하 수준까지 동일한 특성을 갖는 인물 영상 합성 기술 및 판별 기술 개발 [IITP] (Mar. 2022 ~ Mar. 2023)
Patents (Software)
딥페이크 비디오 탐지 방법 및 장치 (Feb. 2024)., SW
검색어 추출을 통한 해외 기사 부정/불량식품 탐지 기사 분석 알고리즘 (Aug. 2023)., SW
움직임을 통한 구조 정보 기반 딥페이크 탐지 모델 (Oct. 2022)., SW
Honors & Awards
우수상 수상 ( 2/141 ), 통계청 제1회 통계빅데이터 분석 활용 대회, 2019