🎓 Education / Experience

• • 03/2020 - Current.  AI Graduate School, GIST, Republic of Korea (Ph.D. Candidate)

  • 03/2012 - 02/2018. Department of Mechanical System Design Engineering, Seoul National University of Science and Technology, Seoul, Korea (B.S.)

  • 09/2025 - 08/2026. Lab manager of GIST Machine Learning and Vision Lab. (Yoon again!)

  • 09/2023 - 08/2024. Lab manager of GIST Machine Learning and Vision Lab.

👨‍💻 Research Interests

• • Computer Vision

  • Segmentation

📔 Publications / Patents

• Publications

  • Yechan Kim*, DongHo Yoon*, SooYeon Kim and Moongu Jeon, NSegment: Label-specific Deformations for Remote Sensing Image Segmentation, IEEE Geoscience and Remote Sensing Letters (GRSL) (Q1, 10/100, 10%, Geochemistry & Geophysics, IF: 4.4, JCR-24), Accepted, DOI: 10.1109/LGRS.2025.3595851, ISSN 1545-598X, E-ISSN 1558-0571 (Ack: ADD) (*: equal contrib.)

  • 김예찬, 박종현, 김수연, 김시현, 김성헌, 고영민, 오중균, 윤동호, 전문구. "위성영상에서의 군 표적탐지를 위한 ARMA3 기반의 가상 데이터 생성 연구", Journal of KIISE, 2024

  • 한대영, 김예찬, 박종현, 윤동호, 전문구. "A Diffusion-based Data Augmentation Method for SAR Object Detection", Journal of KIIT, 2024

• Patents

  • 김태욱, 전문구, 윤동호, 김송란, 김지용, "3차원 모션 데이터 교정 장치 및 방법," 국내 등록 번호: 10-2685494, 등록일자: 2024.07.11. (Ack: CT-청각장애인을 위한 지능형 전시해설 문자/한국수어 변환 기술 개발)