Research Interest

• Computer vision

• Confidence calibration

Education

• Chung-Ang University, Seoul, Korea

M.S., Department of Artificial Intelligence, Sep. 2024 - Present

• Myongji University, Yongin, Korea

B.S., Department of Mathematics, Mar. 2017 - Feb. 2024

Publications

• International Conference

  • Juyong Lee, Seungjin Jung, Jungmin Lee, Sunju Lee, and Jongwon Choi, "Rethinking Detection Calibration: A Coordinate and Direction Perspective", In Proceedings of European Conference on Computer Vision (ECCV), 2026.

  • Jungmin Lee, Seonghyuk Hong, Juyong Lee, Jaeyoon Lee, and Jongwon Choi, "InsideOut: Integrated RGB-Radiative Gaussian Splatting for Comprehensive 3D Object Representation", In Proceedings of International Conference on Computer Vision (ICCV), 2025. 

• Under review

  • Dongyoung Lee*, Juyong Lee*, Jaeyoon Lee, and Jongwon Choi, "Annotation-free Confidence Calibration of Object Detectors via Object Tracking", Pattern Recognition Letters, 2026

• Domestic Conference

  • 이주용, 이재윤, 이동영, 최종원, "사후 보정을 활용한 모델 성능 하락 감지 시스템 연구", Summer Annual Conference of IEIE 2024  

  • 이동영, 이주용, 이재윤, 최종원, "장기 변화에 따른 객체 탐지 성능 저하 알람 시스템", Autumn Annual Conference of IEIE 2024  

  • 이주용, 최종원, “객체 탐지의 좌표별 사후 보정 필요성에 대한 연구”, In Proceedings of the 36th Joint Conference on Communications and Information (JCCI), 2026