Recent News

04 / 2023 I am joining Samsung AI Center Toronto as a research scientist.
02 / 2023 I won the CSE Outstanding Research Award and Best Dissertation Award from POSTECH.
10 / 2022 We are releasing the source code for RT-VDBLR.
08 / 2022 Our paper on real-time video deblurring (RT-VDBLR) is accepted to PG 2022.
07 / 2022 We are releasing the source code for RSBlur.
07 / 2022 Our paper on realistic blur synthesis (RSBlur) is accepted to ECCV 2022.
04 / 2022 Demos for RefVSR are released (CPU and GPU models).
03 / 2022 We are releasing the source code for RefVSR.
03 / 2022 Our paper on reference-based video super-resolution (RefVSR) is accepted to CVPR 2022.
02 / 2022 I've been selected for the Samsung Ph.D. sponsorship program at SAIT.

PublicationsPermalink

2023

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Learning Image and Video Restoration Using Auxiliary Data

Junyong Lee

Doctoral dissertation, Computer Science and Engineering, POSTECH, 2023

🏆 Best Dissertation Award (IT Division, POSTECH)

🏆 CSE Outstanding Research Award (Dept. of CSE, POSTECH)

2022

RealTimeVD

Real-Time Video Deblurring via Lightweight Motion Compensation

*Hyeongseok Son, *Junyong Lee, Sunghyun Cho, Seungyong Lee (*equal contribution)

Pacific Graphics (PG), Kyoto, Japan, 2022 (special issue of the Computer Graphics Forum (CGF))

RSBlur

Realistic Blur Synthesis for Learning Image Deblurring

Jaesung Rim, Geonung Kim, Jungeon Kim, Junyong Lee, Seungyong Lee, Sunghyun Cho

European Conference on Computer Vision (ECCV), Tel Aviv, Israel, 2022

RefVSR

Reference-based Video Super-Resolution Using Multi-Camera Video Triplets

Junyong Lee, Myeonghee Lee, Sunghyun Cho, Seungyong Lee

IEEE Computer Vision and Pattern Recognition (CVPR), New Orleans, LA, US, 2022

2021

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Single Image Defocus Deblurring Using Kernel-Sharing Parallel Atrous Convolutions

Hyeongseok Son, Junyong Lee, Sunghyun Cho, Seungyong Lee

IEEE International Conference on Computer Vision (ICCV), Virtual, 2021

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Recurrent Video Deblurring with Blur-Invariant Motion Estimation and Pixel Volumes

Hyeongseok Son, Junyong Lee, Jonghyeop Lee, Sunghyun Cho, Seungyong Lee

ACM Transactions on Graphics (TOG), 2021 (Presented at SIGGRAPH 2021)

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Iterative Filter Adaptive Network for Single Image Defocus Deblurring

Junyong Lee, Hyeongseok Son, Jaesung Rim, Sunghyun Cho, Seungyong Lee

IEEE Computer Vision and Pattern Recognition (CVPR), Virtual, 2021

2020

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Deep Color Transfer using Histogram Analogy

Junyong Lee, Hyeongseok Son, Gunhee Lee, Jonghyeop Lee, Sunghyun Cho, Seungyong Lee

Computer Graphics International (CGI), Virtual, 2020 (special issue of The Visual Computer)

2019

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Deep Defocus Map Estimation using Domain Adaptation

Junyong Lee, Sungkil Lee, Sunghyun Cho, Seungyong Lee

IEEE Computer Vision and Pattern Recognition (CVPR), Long Beach, CA, US, 2019