Dongyoung Kim
Hi! 👋
I am currently a Ph.D candidate at Yonsei University, under the supervision of Prof. Seon Joo Kim.
I solve low level photography problems using deep learning.
Research Interests: Computational Photography, Camera ISP, Image Editing
Email : [first name] [dot] [last name] @yonsei.ac.kr
🎓 Education
Ph.D. in Computer Science, Yonsei University, @ CIPLAB
2019-Present
B.S. in Computer Science, Yonsei University
2015-2019
🔎 Research Experience
Research Intern
Mentors: Radu Berdan
Project: Reverse ISP, RAW image reconstruction
Conducted Industry-Academia collaboration projects during graduate student period, with Samsung Advance Institute of Technology (SAIT)
Project: AI-ISP, Deep Spatially-varying WB Algorithm, Image Quality Assessment
📜 Publications
ATTIQA: Generalizable Image Quality Feature Extractor using Attribute-aware Pretraining
Daekyu Kwon, Dongyoung Kim, Sehwan Ki, Younghyun Jo, Hyong-Euk Lee,
Seon Joo Kim
ACCV 2024
3rd place in ECCV 2024 AIM 2024 UHD-IQA Challenge
🏆 Awards & Honors
Industy-Academia Fellowship
Samsung Advenced Institute of Technology
Ph.D. Research Scholarship
Yonsei University, 2-year Ph.D. tuition
National Science and Engineering Undergraduate Scholarship 🔗
Korea Student Aid Foundation (KOSAF), 4-year full undergraduate tuition
Winner of 1 Best Research Award & 2 Popularity Research Awards
Yonsei University, Software Capstone Design Class (CSI4101,CSI4102)
🧐 Reviewer Services
Conference: CVPR (2024), ICCV (2023), NeurIPS (2023), ECCV (2024), ACCV (2024)
Journal: TPAMI (2023), IJCV (2024), CVIU (2022,2023), CVM(2024), TCSVT(2024)