Publications

Conferences & Journals

2025

Exploiting Deblurring Networks for Radiance Fields

Haeyun Choi, Heemin Yang, Janghyeok Han, Sunghyun Cho

CVPR 2025

[Project]

FloVD: Optical Flow Meets Video Diffusion Model for Enhanced Camera-Controlled Video Synthesis

Wonjoon Jin, Qi Dai, Chong Luo, Seung-Hwan Baek, Sunghyun Cho

CVPR 2025

[Project]

Gyro-based Neural Single Image Deblurring

Heemin Yang, Jaesung Rim, Seungyong Lee, Seung-Hwan Beak, Sunghyun Cho

CVPR 2025

[Project]

Locality-aware Gaussian Compression for Fast and High-quality Rendering

Seungjoo Shin, Jaesik Park, Sunghyun Cho

ICLR 2025

[Project]

2024

Diffusion Model Compression for Image-to-Image Translation

Geonung Kim, Beomsu Kim, Eunhyeok Park, Sunghyun Cho

ACCV 2024

[Project]

RNA:Video Editing with ROI-based Neural Atlas

Jaekyeong Lee, Geonung Kim, Sunghyun Cho

ACCV 2024

[Project]

Deep Hybrid Camera Deblurring for Smartphone Cameras

Jaesung Rim, Junyong Lee, Heemin Yang, Sunghyun Cho

SIGGRAPH 2024

[Project]

Generalizable Novel-View Synthesis using a Stereo Camera

Haechan Lee, Wonjoon Jin, Seung-Hwan Baek, Sunghyun Cho

CVPR 2024

[Project]

ParamISP: Learned Forward and Inverse ISPs using Camera Parameters

Woohyeok Kim, Geonu Kim, Junyong Lee, Seungyong Lee, Seung-Hwan Baek, Sunghyun Cho

CVPR 2024

[Project]

CLIPtone: Unsupervised Learning for Text-based Image Tone Adjustment

Hyeongmin Lee, Kyoungkook Kang, Jungseul Ok, Sunghyun Cho

CVPR 2024

[Project]

Burst Image Super-Resolution with Base Frame Selection

Sanghyun Kim, Min Jung Lee, Woohyeok Kim, Deunsol Jung, Jaesung Rim, Sunghyun Cho, Minsu Cho

NTIRE 2024 (CVPR 2024 Workshop)

UGPNet: Universal Generative Prior for Image Restoration

Hwayoon Lee, Kyoungkook Kang, Hyeongmin Lee, Seung-Hwan Baek, Sunghyun Cho

WACV 2024

[Project]

2023

Neural Spectro-polarimetric Fields

Youngchan Kim, Wonjoon Jin, Sunghyun Cho, Seung-Hwan Baek

SIGGRAPH Asia 2023

[Project]

360° Reconstruction From a Single Image Using Space Carved Outpainting

Nuri Ryu, Minsu Gong, Geonung Kim, Joo-Haeng Lee, Sunghyun Cho

SIGGRAPH Asia 2023

[Project]

ExBluRF: Efficient Radiance Fields for Extreme Motion Blurred Images

Dongwoo Lee, Jeongtaek Oh, Jaesung Rim, Sunghyun Cho, Kyoung Mu Lee

ICCV 2023

[Paper]

3D-Aware Generative Model for Improved Side-View Image Synthesis

Kyungmin Jo, Wonjoon Jin, Jaegul Choo, Hyunjoon Lee, Sunghyun Cho

ICCV 2023

[Project]

Human Pose Estimation in Extremely Low-Light Conditions

Sohyun Lee, Jaesung Rim, Boseung Jeong, Geonu Kim, Byungju Woo, Haechan Lee, Sunghyun Cho, Suha Kwak

CVPR 2023

[Project]

2022

ProFeat: Unsupervised Image Clustering via Progressive Feature Refinement

Jeonghoon Kim, Sunghoon Im, Sunghyun Cho

Pattern Recognition Letters, vol. 164, pg. 166-172, ISSN 0167-8655, 2022

[Paper]

Exp-GAN: 3D-Aware Facial Image Generation with Expression Control

Yeonkyeong Lee, Taeho Choi, Hyunsung Go, Hyunjoon Lee, Sunghyun Cho, Junho Kim

ACCV 2022 (Oral presentation)

[Paper]

Real-Time Video Deblurring via Lightweight Motion Compensation

Hyeongseok Son, Junyong Lee, Sunghyun Cho, Seungyong Lee

Computer Graphics Forum (special issue on Pacific Graphics 2022), 2022

[Project]

MSSNet: Multi-Scale-Stage Network for Single Image Deblurring

Kiyeon Kim, Seungyong Lee, Sunghyun Cho

AIM 2022 (ECCV 2022 Workshop) 

[Project] [Code]

DynaGAN: Dynamic Few-shot Adaptation of GANs to Multiple Domains

Seongtae Kim, Kyoungkook Kang, Geonung Kim, Seung-Hwan Baek, Sunghyun Cho

SIGGRAPH Asia 2022

[Project]

Dr.3D: Adapting 3D GANs to Artistic Drawings

Wonjoon Jin, Nuri Ryu, Geonung Kim, Seung-Hwan Baek, Sunghyun Cho

SIGGRAPH Asia 2022

[Project]

BigColor: Colorization using a Generative Color Prior for Natural Images

Geonung Kim, Kyoungkook Kang, Seongtae Kim, Hwayoon Lee, Sehoon Kim, Jonghyun Kim, Seung-Hwan Baek, Sunghyun Cho

ECCV 2022

[Project] [Code]

Realistic Blur Synthesis for Learning Image Deblurring

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

ECCV 2022 

[Project] [Benchmarks]

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

Junyong Lee, Myeonghee Lee, Sunghyun Cho, Seungyong Lee

CVPR 2022 

[Project]

3D Scene Painting via Semantic Image Synthesis

Jaebong Jeong, Janghun Jo, Sunghyun Cho, Jaesik Park

CVPR 2022 

[Project]

2021

CTRL-C: Camera calibration TRansformer with Line-Classification

Jinwoo Lee, Hyunsung Go, Hyunjoon Lee, Sunghyun Cho, Minhyuk Sung, Junho Kim

ICCV 2021

[ArXiv] [Code]

GAN Inversion for Out-of-Range Images with Geometric Transformations

Kyoungkook Kang, Seongtae Kim, Sunghyun Cho

ICCV 2021

 [Project] [PDF] [Supp]

Single Image Defocus Deblurring Using Kernel-Sharing Parallel Atrous Convolutions

Hyeongseok Son, Junyong Lee, Sunghyun Cho, Seungyong Lee

ICCV 2021

[ArXiv] [Code]

ProFeat: Unsupervised Image Clustering via Progressive Feature Refinement

Jeonghoon Kim, Sunghoon Im, Sunghyun Cho

CVPR Workshop on Learning from Limited or Imperfect Data (CVPRw) 2021

 [PDF]

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), vol. 40, no. 5, 2021

[PDF] [Code]

DRANet: Disentangling Representation and Adaptation Networks for Unsupervised Cross-Domain Adaptation

Seunghun Lee, Sunghyun Cho, Sunghoon Im

CVPR 2021

[PDF]


Iterative Filter Adaptive Network for Single Image Defocus Deblurring

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

CVPR 2021

[PDF] [Supp] [Presentation Video/Poster/Slides] [Code & Data]

2020

Real-World Blur Dataset for Learning and Benchmarking Deblurring Algorithms

Jaesung Rim, Haeyun Lee, Jucheol Won, Sunghyun Cho

ECCV 2020

[PROJECT] [Benchmarks]


URIE: Universal Image Enhancement for Visual Recognition in the Wild

Taeyoung Son, Juwon Kang, Namyup Kim, Sunghyun Cho, Suha Kwak

ECCV 2020

[ArXiv]

Deep Color Transfer using Histogram Analogy

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

The Visual Computer Journal (CGI 2020)

[Paper][Supplementary][Code & Data]

Mobile Image Communications Using Deep Neural Networks for Heterogeneous User Devices in MIMO Channels

Seok-Ho Chang, Soyoung Jang, Minyeong Kim, Sunghyun Cho

IEEE Transactions on Vehicular Technology, vol. 69, no. 6, pp 6359-6373, June 2020

[LINK]

Locally Adaptive Channel Attention-based Network for Denoising Images

Haeyun Lee, Sunghyun Cho

IEEE Access

[PROJECT]

2019

Naturalness-Preserving Image Tone Enhancement Using Generative Adversarial Networks

Hyeongseok Son, Gunhee Lee, Sunghyun Cho, Seungyong Lee

Computer Graphics Forum (special issue on Pacific Graphics 2019), 2019

[Paper]

Best Paper Award

Video Upright Adjustment and Stabilization

Jucheol Won, Sunghyun Cho

BMVC 2019

[PROJECT]

Image Broadcasting for Heterogeneous User Devices in MIMO Networks

Soyoung Jang, Seok-Ho Chang, Minyeong Kim, Sunghyun Cho

IEEE International Conference on Communications (ICC) 2019

[Paper]

Interactive and Automatic Navigation for 360° Video Playback

Kyoungkook Kang, Sunghyun Cho

SIGGRAPH 2019

[PROJECT]

Weakly Supervised Learning of Instance Segmentation with Inter-pixel Relations

Jiwoon Ahn, Sunghyun Cho, Suha Kwak

CVPR 2019 (oral presentation)

[PROJECT] [PDF] [Supp]

Deep Defocus Map Estimation using Domain Adaptation

Junyong Lee, Sungkil Lee, Sunghyun Cho, Seungyong Lee

CVPR 2019

[PDF] [Supp]

2018

Defocus and Motion Blur Detection with Deep Contextual Features

Beomseok Kim, Hyeongseok Son, Seong-Jin Park, Sunghyun Cho, Seungyong Lee

Pacific Graphics 2018

[PDF] [Code & Dataset]

SRFeat: Single Image Super Resolution with Feature Discrimination

Seong-Jin Park, Hyeongseok Son, Sunghyun Cho, Ki-Sang Hong, Seungyong Lee

ECCV 2018

[PROJECT] [PDF] [Supp]

Blind Deblurring using Coupled Convolutional Sparse Coding Regularization for Noisy-Blurry Image

Taeg-Hyun An, Dooseop Choi, Sunghyun Cho, Ki-Sang Hong, Seungyong Lee

Electronics Letters

Deblurring Low-light Images with Light Streaks

Zhe Hu, Sunghyun Cho, Jue Wang, Ming-Hsuan Yang

IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), vol. 40, no. 10, Oct. 1, 2018

[Link]

Before 2018

Convergence Analysis of MAP based Blur Kernel Estimation

Sunghyun Cho, Seungyong Lee

ICCV 2017

[PDF] [Supp]

PanoSwarm: Collaborative and Synchronized Multi-Device Panoramic Photography

Yan Wang, Sunghyun Cho, Jue Wang, Shih-Fu Chang

IUI 2016

Automatic blur-kernel-size estimation for motion deblurring

S Liu, H Wang, J Wang, S Cho, C Pan

The Visual Computer, 1-14

TrackCam: 3D-aware Tracking Shots from Consumer Video

Shuaicheng Liu, Jue Wang, Sunghyun Cho, Ping Tan

SIGGRAPH Asia 2014

[PROJECT]

Intrinsic Image Decomposition using Structure-Texture Separation and Surface Normals

Junho Jeon, Sunghyun Cho, Xin Tong, Seungyong Lee

ECCV 2014

[PROJECT]

Good Image Priors for Non-blind Deconvolution: Generic vs Specific

Libin Sun, Sunghyun Cho, Jue Wang, James Hays

ECCV 2014

[PROJECT]

Discriminative Indexing for Probabilistic Image Patch Priors

Yan Wang, Sunghyun Cho, Jue Wang, Shih-Fu Chang

ECCV 2014

[PDF]

Hybrid Image Deblurring by Fusing Edge and Power Spectrum Information

Tao Yue, Sunghyun Cho, Jue Wang, Qionghai Dai

ECCV 2014

[PDF]

Deblurring Low-light Images with Light Streaks

Zhe Hu, Sunghyun Cho, Jue Wang, Ming-Hsuan Yang

CVPR 2014

[PROJECT]

Recent Advances in Image Deblurring

Seungyong Lee, Sunghyun Cho

SIGGRAPH Asia 2013 Course

[SIGGRAPH Course page] [Slides (PPTX, 180MB)] [Slides (PDF, 13.0MB)]

A No-Reference Metric for Evaluating The Quality of Motion Deblurring

Yiming Liu, Jue Wang, Sunghyun Cho, Adam Finkelstein, Szymon Rusinkiewicz

SIGGRAPH Asia 2013

[PDF]

Handling Noise in Single Image Deblurring using Directional Filters

Lin Zhong, Sunghyun Cho, Dimitris Metaxas, Sylvain Paris, Jue Wang

CVPR 2013 (Oral presentation)

[PDF]

Edge-based Blur Kernel Estimation Using Patch Priors

Libin Sun, Sunghyun Cho, Jue Wang, James Hays

ICCP 2013

[PROJECT]

Registration Based Non-uniform Motion Deblurring

Sunghyun Cho, Hojin Cho, Yu-Wing Tai, Seungyong Lee

Computer Graphics Forum (Special Issue on Pacific Graphics 2012), Vol. 31, Issue 7, pages 2183-2192, September 2012

[PDF]

Video Deblurring for Hand-held Cameras Using Patch-based Synthesis

Sunghyun Cho, Jue Wang, Seungyong Lee

ACM Transactions on Graphics (SIGGRAPH 2012) vol. 31, no. 4, article no. 64, July 2012

[PROJECT]

Lucas-Kanade Image Registration Using Camera Parameters

Sunghyun Cho, Hojin Cho, Yu-Wing Tai, Young Su Moon, Junguk Cho, Shihwa Lee, Seungyong Lee

IS&T/SPIE Electronic Imaging 2012

Analysis of Practical Coverage of Uniform Motions for Approximating Real Camera Shakes

Hojin Cho, Sunghyun Cho, Young Su Moon, Junguk Cho, Shihwa Lee, Seungyong Lee

IS&T/SPIE Electronic Imaging 2012

Handling Outliers in Non-blind Image Deconvolution

Sunghyun Cho, Jue Wang, Seungyong Lee

ICCV 2011 (oral presentation)

[PDF] [CODE]

Non-uniform Motion Deblurring for Camera Shakes using Image Registration

Sunghyun Cho, Hojin Cho, Yu-Wing Tai, Seungyong Lee

SIGGRAPH 2011 Talks

[PDF]

Image Decomposition Using Deconvolution

Sunghyun Cho, Hyunjun Lee, Seungyong Lee

ICIP 2010

[PDF]

Amyloid hydrogel derived from curly protein fibrils of alpha-synuclein

Ghibom Bhak, Soonkoo Lee, Jae Woo Park, Sunghyun Cho, Seung R. Paik

Biomaterials (IF: 7.365), vol. 31, no. 23, pp. 5986-5995, Aug. 2010

[Paper]

Fast Motion Deblurring

Sunghyun Cho, Seungyong Lee

ACM Transactions on Graphics (SIGGRAPH Asia 2009), vol. 28, no. 5, article no. 145, Dec. 2009

[PROJECT]

Image Retargeting Using Importance Diffusion

Sunghyun Cho, Hanul Choi, Yasuyuki Matsushita, Seungyong Lee

ICIP 2009

[PDF]

Removing Non-Uniform Motion Blur from Images

Sunghyun Cho, Yasuyuki Matsushita, Seungyong Lee

ICCV 2007

[PDF]

Korean Domestic Conferences & Journals


Patents