Dongyoung Kim
Dongyoung Kim
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Hi! π
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
π Education
π Education
Ph.D. in Computer Science, Yonsei University, @ CIPLAB
2019-Present
B.S. in Computer Science, Yonsei University
2015-2019
π Research Experience
π Research Experience
Research Intern
Mentors: Radu Berdan , Daisuke Iso
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
π Publications
π Publications
CCMNet: Leveraging Calibrated Color Correction Matrices for Cross-Camera Color Constancy
Dongyoung Kim, Mahmoud Afifi, Dongyun Kim, Michael S. Brown, Seon Joo Kim
Arxiv, 2025
ORIDa: Object-centric Real-world Image Composition Dataset
Jinwoo Kim, Sangmin Han, Jinho Jeong, Jiwoo Choi, Dongyoung Kim, Seon Joo Kim
CVPR 2025
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
π 3rd place in ECCV 2024 AIM 2024 UHD-IQA Challenge
Attentive Illumination Decomposition Model for Multi-Illuminant White Balancing
Dongyoung Kim, Jinwoo Kim, Junsang Yu, Seon Joo Kim
CVPR 2024
π Winner of Best Paper at Yonsei University Innovation Paper Award
Large Scale Multi-Illuminant (LSMI) Dataset for Developing White Balance Algorithm
Under Mixed Illumination
Dongyoung Kim, Jinwoo Kim, Seonghyeon Nam, Dongwoo Lee, Yeonkyung Lee,
Nahyup Kang, Hyong-Euk Lee, ByungIn Yoo, Jae-Joon Han, Seon Joo Kim
ICCV 2021
π
Awards & Honors
π
Awards & Honors
Best Paper - Yonsei University Innovation Paper Award
Yonsei University Graduate School
"Attentive Illumination Decomposition for Multi-Illuminant White Balancing"
Industry-Academia Fellowship
Samsung Advanced Institute of Technology (SAIT)
Ph.D. Research Scholarship
Yonsei University, 2-year Ph.D. tuition
National Science and Engineering Undergraduate Scholarship π
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)
π§ Reviewer Services
π§ Reviewer Services
Conference: CVPR (2024,2025), ICCV (2023,2025), NeurIPS (2023), ECCV (2024), ACCV (2024)
Journal: TPAMI (2023,2025), IJCV (2024,2025), CVIU (2022,2023), CVM(2024), TCSVT(2024)
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