🎓 Education / Experience

• • 03/2024 - Present, School of Electrical Engineering and Computer Science, GIST, Republic of Korea (M.S. Candidate)

  • 03/2019 - 02/2024, Dept. of Mathematics, Dongguk University, Republic of Korea (B.S.)

👨‍💻 Research Interests

• • Reinforcement Learning 

  • Remote Sensing Understanding

  • Battlefield Scene Understanding

📔 Publications / Patents

• International Journal (SCI)

  • 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, Aug. 2025 (Ack: ADD)

  • Yechan Kim, SooYeon Kim and Moongu Jeon, NBBOX: Noisy Bounding Box Improves Remote Sensing Object Detection, IEEE Geoscience and Remote Sensing Letters, (Q1, 10/100, 10%, Geochemistry & Geophysics, IF: 4.4, JCR-24), accepted, Jan. 2025 (Ack: ADD)

• International Conference

  • Y. Kim, J. Park, S. Kim, S. Kim, S. Kim, Y. Ko, J. Oh and M. Jeon, Towards large-scale benchmark dataset for remote sensing object detection on battlefield, ICCE-Asia (IEEE International Conference on Consumer Electronics-Asia), 2024 

• Domestic Journal (KCI)

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

• Domestic Conference

  • 김수연*, 김예찬*, 박종현, 김성헌, 김기웅, 전문구. "Arma 3로 생성한 군사용 가상 데이터를 활용한 실세계 일반 객체탐지 성능 향상에 관한 연구" 한국소프트웨어공학학술대회 (KCSE), 한국정보과학회x한국정보처리학회 공동주최, 강원 평창 한화리조트, 2025.01.20. - 01.22. (NRF)