Geunhyuk Youk
About myself
I am a Ph.D. student at the Korea Advanced Institute of Science & Technology (KAIST) VIC Lab, advised by Prof. Munchurl Kim. I am interested in computer vision, especially image and video restoration. I aim to explore image and video restoration from a real-world application perspective.
Email: rmsgurkjg@kaist.ac.kr
[CV] [Google Scholar] [GitHub] [LinkedIn]
Education
09.2022 – Present Ph.D. in Electrical Engineering, KAIST
Advisor: Prof. Munchurl Kim
09.2020 – 07.2022 M.S. in Electrical Engineering, KAIST
Advisor: Prof. Munchurl Kim
09.2015 – 07.2019 B.S. in Software Engineering, Tsinghua University
Advisor: Prof. Yu-Shen Liu
Publications
FMA-Net: Flow-Guided Dynamic Filtering and Iterative Feature Refinement with Multi-Attention for Joint Video Super-Resolution and Deblurring
Geunhyuk Youk, Jihyong Oh†, and Munchurl Kim† (†:co-corresponding authors)
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024 (Oral).
[Paper] [Project Page] [GitHub] [Demo] [Video]
Transformer-Based Synthetic-to-Measured SAR Image Translation via Learning of Representational Features
Geunhyuk Youk and Munchurl Kim
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2023.
[Paper]
CF-SIS: Semantic-Instance Segmentation of 3D Point Clouds by Context Fusion with Self-Attention
Xin Wen, Zhizhong Han, Geunhyuk Youk, and Yu-Shen Liu
Proceedings of the 28th ACM International Conference on Multimedia (ACM MM), 2020.
[Paper]
Reviewer Services
The British Machine Vision Conference (BMVC) 2024
Computer Vision and Image Understanding (CVIU)
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT)
Patents
KR1025639530000: Method and Apparatus for Image Translation Using Latent Features of Image, 08. 2023
Experiences Abroad
Tsinghua University, Beijing, China (09. 2015 - 07. 2019)
Nankai High School, Tianjin, China (09. 2009 - 07. 2015)
Tianjin Experimental Primary School, Tianjin, China (09. 2008 - 07. 2009)
Language
Korean (Native)
Chinese (Fluent)
English (Conversational)