I am a graduate student in an MS program in the Graudate School of Artificial Intelligence (GSAI) at POSTECH, South Korea. My primary research interest is in low-level vison. I am also interested in video understanding using Large Language Model (LLM). I am a member of the computer vision lab. in POSTECH, under supervision of Professor Minsu Cho.

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Research Interests

• Image restoration and enhancement
• Burst Image Enhancement/Restoration
• Extremely Low-Light Image Enhancement
• Learning-based camera ISP
• Video understanding with Large Language Models (LLMs)

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Publications

• Fine-Tuning Strategies for Weather Condition Shifts: A Comparative Analysis of Models Trained on Synthetic and Real Datasets [pdf] Jungwoo Kim, Min Jung Lee, Suha Kwak, in Annual Symposium of Korea Information Processing Society (ASK), 2024.
• Burst Image Super-Resolution with Base Frame Selection [project] [link] Sanghyun Kim*, Min Jung Lee*, Woohyeok Kim, Deunsol Jung, Jaesung Rim, Sunghyun Cho, Minsu Cho, in 9^th NTIRE in CVPR Workshop 2024.
• Base Frame Selection on Dynamically Exposed Burst [pdf]
  Min Jung Lee, Jongmin Lee, Sanghyun Kim, Sunghyun Cho, Minsu Cho, in IPIU 2024.
• HSVNet: Reconstructing HDR Image from a Single Exposure LDR Image with CNN [link]
  Min Jung Lee, Chi-hyoung Rhee, Chang Ha Lee, in Applied Sciences Feb 2022.

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Research Projects

• Samsung Advanced Institute of Technology (SAIT), Nov. 2022 - Jul. 2023
  Non-uniformly exposed burst image restoration using robust base frame selector.

• Samsung Advanced Institute of Technology (SAIT), Nov. 2021 - Oct. 2022
  Burst image enhancement in an extremely degraded environment by noise, blur and shift.

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Honors and Awards

• Dean’s List with Department Honor Scholarship, Chung-Ang University, EEE.
  • Top 1 in a department
  • 2021 Spring
• Dean’s List with Department Secondary Honor Scholarship, Chung-Ang University, EEE .
  • Top 10% in a department
  • 2018 Spring, 2018 Fall, 2019 Spring

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Education

• Pohang University of Science and Technology (POSTECH), Pohang, Korea (Sep 2022 – now)
  • MS Student, Graudate School of Artificial Intelligence
  • Advisor: Prof. Minsu Cho
  • Thesis: Video Summarization with Large Language Models
  • GPA: 4.05 / 4.3
• San Francisco State University (SFSU), California, U.S. (Jan 2020 – May 2020)
  • Exchange Student
  • GPA: 4.0 / 4.0
• Chung-Ang University), Pohang, Korea (Mar 2017 – Feb 2022)
  • B.S., School of Electrical and Electronics Engineering
  • Advisor: Prof. Chang Ha Lee
  • Honors: Summa Cum Laude
  • GPA: 4.31 / 4.5