Research

Computer Vision, Image Restoration, and Visual Intelligence

This research focuses on AI-based computer vision and visual intelligence, including image enhancement, restoration, segmentation, object recognition, representation learning, and real-world vision applications.

AI-powered Medical Imaging and Diagnosis

This research focuses on AI-powered medical imaging, diagnosis, and healthcare intelligence, including medical image analysis, disease detection, clinically meaningful pattern recognition, prognosis prediction, and data-driven clinical decision support.

AI-driven Energy Forecasting, Digital Twin, Predictive Maintenance and Smart Grid Intelligence

This research focuses on AI-driven energy forecasting, digital twin modeling, predictive maintenance, and smart grid intelligence, including renewable generation forecasting, load prediction, anomaly detection, equipment health monitoring, and intelligent grid operation.

Generative AI for an Anomaly-aware Visual Understanding Restoration and Simulation

This research focuses on generative AI for anomaly-aware visual understanding, restoration, and simulation, including abnormal pattern detection, anomaly-aware representation learning, corrupted image recovery, and realistic abnormal scenario generation.

Research Projects

AI and Digital Innovation-Based Startup Talent Development Program (2026 - 2031)

AX Graduate School (2026 - 2031)

Leading Research Center of Total Solution for Osteoporosis Treatment (RLRC, 2023 - 2030)

Research on Dental Image Processing on 2D-Xray Panoramic Images (Small and Medium Business Administration, 2022 - 2024)

Research on Image and Video De-oldifying (NRF, 2022-2025)

Development of an AI comb platform for pet skin diagnosis and treatment (IITP, 2020 - 2022)

Brain Korea (BK) 21 Four, Future ICT&AI Education and Research Team

Basic Research Laboratory for 3-D medical image for Alzheimer's disease diagnosis (Basic Research Laboratory, 2019 - 2022)

A research on MRI brain image analysis for Alzheimer's disease (NRF) (2019 - 2022)

Development of Versatile Video Coding standard technology for super high-resolution videos (IITP)

A Research on 360 Degree Video Processing and Compression for Virtual Reality(NRF, Young Investigation Research, 2017 - 2020)

Corporate Research Project: A Research on Video Security Algorithm (2017 - 2018)

Corporate Research Project: Study on Video Compression Algorithm for Future Video Compression Standard (2016 - 2017)

National Research Center for Dementia: A Research on Classification of Alzheimer's disease MRI Images (2017 - 2019)

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