Recent News

08 / 2022 Our paper on real-time video deblurring is conditionally 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.
12 / 2021 I've been selected for Qualcomm Innovation Fellowship, 2021 South Korea Finalist.
08 / 2021 We are releasing the source code for KPAC.
07 / 2021 Our paper on defocus deblurring (KPAC) is accepted to ICCV 2021.
06 / 2021 We are releasing the source code for IFAN.

PublicationsPermalink

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

RSBlur

[TOP] 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

[TOP] 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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[TOP] 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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[TOP] 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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[TOP] 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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[TOP] 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