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📢 Last Updated: 2025-10-17
각 연구원의 요약된 프로필은 [▽]을 클릭하면 확인할 수 있습니다. 세부 프로필 확인을 희망할 경우, '사진'을 클릭하시면 됩니다. You can check each researcher’s brief profile by clicking the [▽] icon. To view the full profile, click on their photo.
요약된 프로필의 경우, 학사 및 석사과정 (낮은 연차) 연구원은 모든 종류의 논문 실적이 기재됩니다. 반면, 박사과정/박사후 (높은 연차) 연구원은 분량 제약 이슈로, SCI 저널 및 CS우수학회 논문만 요약된 프로필에 기재됩니다. For undergraduate and master’s candidates, all publication records are listed in the brief profile. For doctoral researchers or candidates, only SCI-indexed and top-tier CS conference papers are included in the brief profile, considering space limitations.
Prof. Moongu Jeon 전문구 | Principal Investigator
Research Interests: AI, Vision
Working Experience:
Structural Engineer, Hyundai, Korea, 1988-1991
Postgraduate Researcher, UCSB, USA, 2001-2003
Researcher, Institute of Biodiagnostics, NRC, Canada, 2003-2005
Lecturer, University of Winnipeg, Canada, 2005
Director, Korea Culture and Technology Institute, 2019-2022
Award:
GIST 설립 기념일 공로상 수상 2016
과학기술정보통신부장관 표창장 (인공지능 산업발전 기여 공로) 2020
GIST 연구공로상 및 연구상 수상 (기관 간접비 최우수 기여) 2023
Reviewer:
Nature, IEEE T-IP, T-ITS, T-GRS, ...
Dr. Ma Van Linh | Post-doc (25/3-)
Research Interests: Multi-Object Tracking, Random Finite Sets
He also earned his Ph.D. degree under the supervision of Prof. Jeon! (19/9 - 25/2)
Publications:
L. Ma, T. Nguyen, B. Vo, H. Jang, M. Jeon, "Track Initialization and Re-Identification for 3D Multi-View Multi-Object Tracking", Information Fusion 2024
L. Ma, T. Nguyen, C. Shim, D. Kim, N. Ha and M. Jeon, "Visual Multi-Object Tracking with Re-Identification and Occlusion Handling using Labeled Random Finite Sets", Pattern Recognition 2024
I. Hussain, L. Ma, Z. Naz, U. Fatima, Y. Ko, M. Jeon, "SWIR-LightFusion: Multi-spectral Semantic Fusion of Synthetic SWIR with Thermal IR (LWIR/MWIR) and RGB", Cluster Computing 2025
Projects:
이동환경 다중표적 추적기술 (LIG), 2022-2025
Research on multi-view based density estimation and crowd analysis in unconstrained real-world scenarios (NRF), 2025
Development of global multi-target tracking and event prediction techniques based on real-time large-scale video analysis (IITP), 2019-2024
Reviewer:
Elsevier, Information Sciences (SCI)
Springer, Wireless Networks (SCI)
Seongmin Hwang 황성민 | Ph.D. (20/9-)
Research Interests: Image Processing, Visual Understanding
Publications:
S. Hwang, D. Han, M. Jeon, Making Depthwise Convolution SR-friendly via Kernel Attention Injection, Journal of Visual Communication and Image Representation 2023
D. Han, S. Hwang, H. Ahn, M. Jeon, An Efficient Uncertainty-driven Learning for Stochastic Super-Resolution, IEEE Access 2025
Projects:
이동환경 다중표적 추적기술 (LIG), 2023-2025
Development of global multi-target tracking and event prediction techniques based on real-time large-scale video analysis (IITP), 2021-2024
Unse Fatima | Ph.D. (21/3-)
Research Interests: Earth Vision, Model Compression
Publications:
U. Fatima, Z. Khan, Y. Kim, J. Kim, W. Pedrycz, M. Jeon, "Resource Efficient Framework for Remote Sensing Visual Recognition", IEEE Sensors Journal 2025
U. Fatima. Z. Khan, W. Pedrycz, M. Jeon, Leveraging Contrastive Learning for Cross-Modal (X-Modal) Person Identification, Neural Computing and Applications 2025
Projects:
이동환경 다중표적 추적기술 (LIG) 2024-2025
Research on multi-view based density estimation and crowd analysis in unconstrained real-world scenarios (NRF) 2024-2026
Yechan Kim 김예찬 | Ph.D. (21/9-)
Research Interests: Multi-Modal Learning, Visual Perception, Earth Vision, Syn2Real Generalization
He also earned his M.Sc. degree under the supervision of Prof. Jeon! (20/3 - 21/8)
Publications:
Y. Kim, Y. Lee, M. Jeon, "Imbalanced image classification with complement cross entropy", Pattern Recognition Letters 2021
Y. Lee, Y. Kim, J. Yu, M. Jeon, "Learning to Remove Bad Weather: Towards Robust Visual Perception for Self-Driving", IEEE Robotics and Automation Letters 2022
Y. Lee, Y. Ko, Y. Kim, M. Jeon, "Perception-Friendly Video Enhancement for Autonomous Driving under Adverse Weather Conditions", ICRA 2022
Y. Kim, S. Kim, M. Jeon, "NBBOX: Noisy Bounding Box Improves Remote Sensing Object Detection", IEEE Geoscience and Remote Sensing Letters 2025
Y. Kim, D. Yoon, S. Kim, M. Jeon, "NSegment: Label-specific Deformations for Remote Sensing Image Segmentation", IEEE Geoscience and Remote Sensing Letters 2025
U. Fatima, Z. Khan, Y. Kim, J. Kim, W. Pedrycz, M. Jeon, "Resource Efficient Framework for Remote Sensing Visual Recognition", IEEE Sensors Journal 2025
J. Park, Y. Kim, and M. Jeon, "Investigating Long-term Training for Remote Sensing Object Detection", Machine Vision and Applications 2025
Projects:
Development of situation awareness and decision support algorithms based on large-scale AI models (LIG) 2024-2026
Research on target detection/recognition from satellite imagery based on transformer structures (ADD) 2022-2024
Research on multi-view based density estimation and crowd analysis in unconstrained real-world scenarios (NRF) 2023-2026
Extending Contrastive Learning to New Data Modalities and Resource-Limited Devices (GIST-MIT) 2022-2025
Development of global multi-target tracking and event prediction techniques based on real-time large-scale video analysis (IITP) 2020-2024
Reviewer:
국방기술진흥연구소 (KRIT) 국방과학기술전문가 위촉 (2025-)
AAAI, AVSS, ... (Conference)
IEEE T-MI, T-GRS, GRSL, JSTARS, ... (SCI)
Springer AIR, Scientific Reports, Visual Computer, ... (SCI)
Elsevier PRL, JVCIR, ... (SCI)
JongHyun Park 박종현 | Ph.D. (23/9-)
Research Interests: Multi-Modal Learning, Terrain Analysis, Reinforcement Learning, Simulation
He also earned his M.Sc. degree under the supervision of Prof. Jeon! (22/3 - 23/8)
Publications:
J. Park, Y. Kim, and M. Jeon, "Investigating Long-term Training for Remote Sensing Object Detection", Machine Vision and Applications 2025
Projects:
Development of situation awareness and decision support algorithms based on large-scale AI models (LIG) 2024-2027
Research on target detection/recognition from satellite imagery based on transformer structures (ADD) 2022-2024
Development of service robot and contents supporting children’s reading activities based on artificial intelligence (KOCCA) 2022-2024
Daeyoung Han 한대영 | M.S./Ph.D. (19/9-)
Research Interests: Generative AI
Publications:
S. Hwang, D. Han, M. Jeon, Making Depthwise Convolution SR-friendly via Kernel Attention Injection, Journal of Visual Communication and Image Representation 2023
D. Han, S. Hwang, H. Ahn, M. Jeon, An Efficient Uncertainty-driven Learning for Stochastic Super-Resolution, IEEE Access 2025
Projects:
Research on target detection/recognition from satellite imagery based on transformer structures (ADD) 2024
Development of global multi-target tracking and event prediction techniques based on real-time large-scale video analysis (IITP) 2019-2024
인텔리전트 에이전트 기반 스마트 무대전시 동적 공간 인지형 미디어월 플랫폼 기술 개발 (KOCCA) 2020-2022
Dongho Yoon 윤동호 | M.S./Ph.D. (20/3-)
Research Interests: Visual Perception, LLM Applications
Publications:
Y. Kim, D. Yoon, S. Kim, M. Jeon, "NSegment: Label-specific Deformations for Remote Sensing Image Segmentation", IEEE Geoscience and Remote Sensing Letters 2025
Projects:
Development of situation awareness and decision support algorithms based on large-scale AI models (LIG) 2025-2027
이동환경 다중표적 추적기술 (LIG), 2024-2025
청각장애인을 위한 지능형 전시해설 문자/한국수어 변환 기술개발 (KOCCA), 2020-2022
Development of global multi-target tracking and event prediction techniques based on real-time large-scale video analysis (IITP), 2020-2024
SooYeon Kim 김수연 | M.S. (24/3-)
Research Interests: Earth Vision, Syn2Real Generalization
Publications:
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 2024
Y. Kim, S. Kim, M. Jeon, "NBBOX: Noisy Bounding Box Improves Remote Sensing Object Detection", IEEE Geoscience and Remote Sensing Letters 2025
Y. Kim, D. Yoon, S. Kim, M. Jeon, "NSegment: Label-specific Deformations for Remote Sensing Image Segmentation", IEEE Geoscience and Remote Sensing Letters 2025
김수연*, 김예찬*, 박종현, 김성헌, 김기웅, 전문구. "Arma 3로 생성한 군사용 가상 데이터를 활용한 실세계 일반 객체탐지 성능 향상에 관한 연구" Korea Conference on Software Engineering 2025
김예찬*, 박종현*, 김수연*, 김시현*, 김성헌*, 고영민, 오중균, 윤동호, 전문구. "위성영상에서의 군 표적탐지를 위한 ARMA3 기반의 가상 데이터 생성 연구", Journal of KIISE 2025
Projects:
Development of situation awareness and decision support algorithms based on large-scale AI models (LIG) 2024-2025
Research on target detection/recognition from satellite imagery based on transformer structures (ADD) 2024
Chriv Sokun Tepy | M.S. (24/3-)
Research Interests: Image/Video Captioning, LLM Applications
Publications:
T. Chriv, U. Fatima, J. Pyo, M. Jeon, "Enhancing Image Captioning with CLIP and LSTM: A Sequential Approach to Visual Descriptions", Korea Software Congress 2024
L. Ma, U. Fatima, T. Chriv, H. Imran, M. Jeon, "3D Ground Truth Reconstruction from Multi-Camera Annotations Using UKF", ICCAIS 2025
Projects:
MLV internal project
Sung Heon Kim 김성헌 | M.S. (25/3-)
Research Interests: Planning, Simulation, LLM Applications
He also earned his B.Sc. degree under the supervision of Prof. Jeon! (24/3 - 25/2)
Publications:
김성헌*, 김예찬*, 김시현, 전문구, IDEA: 실내 밀도추정 연구를 위한 ARMA3 기반 데이터 생성 프레임워크, Korea Computer Congress 2024
김시현*, 김예찬*, 김성헌, 전문구. "전장에서의 군중 밀도추정을 위한 ARMA3 기반 데이터 생성에 관한 연구" Korea Computer Congress 2024
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 2024
김수연*, 김예찬*, 박종현, 김성헌, 김기웅, 전문구. "Arma 3로 생성한 군사용 가상 데이터를 활용한 실세계 일반 객체탐지 성능 향상에 관한 연구" Korea Conference on Software Engineering 2025
김예찬*, 박종현*, 김수연*, 김시현*, 김성헌*, 고영민, 오중균, 윤동호, 전문구. "위성영상에서의 군 표적탐지를 위한 ARMA3 기반의 가상 데이터 생성 연구", Journal of KIISE 2025
김성헌, 박종현, 김예찬, 권철희, 조규태, 진정훈, 김지아, 전문구, 전장 상황 인식을 위한 Arma 3 기반의 Scene Graph 생성 및 VQA 데이터 자동 생성에 관한 연구, Journal of KIIT 2025
Projects:
Development of situation awareness and decision support algorithms based on large-scale AI models (LIG) 2025-2026
Research on multi-view based density estimation and crowd analysis in unconstrained real-world scenarios (NRF) 2024
Imran Haroon | M.S. (25/3-)
Research Interests: Face Detection/Recognition
Publications:
L. Ma, U. Fatima, T. Chriv, H. Imran, M. Jeon, "3D Ground Truth Reconstruction from Multi-Camera Annotations Using UKF", ICCAIS 2025
Projects:
MLV internal project
Jongmin Joo 주종민 | M.S. (26/3-)
Research Interests: Syn2Real Generalization, Active Learning
He also earned his B.Sc. degree under the supervision of Prof. Jeon! (25/3 - 26/2)
Publications:
-
Projects:
Development of situation awareness and decision support algorithms based on large-scale AI models (LIG) 2025-2027
Mingi Lee 이민기 | Intern (25/9-)
Research Interests: Visual Understanding, Earth Vision
Publications:
-
Projects:
Research on multi-view based density estimation and crowd analysis in unconstrained real-world scenarios (NRF) 2025-2026
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