Publications

2026

CURE: Controllable Unified Image Restoration for Complex Degradations

CURE: Controllable Unified Image Restoration for Complex Degradations

Boseong Kim , Donghyeon Cho

Conference ICPR BK21 conference

Code

Consistent Scene Understanding in 3D Gaussian Splatting via Multi-Cue Mask Refinement

Consistent Scene Understanding in 3D Gaussian Splatting via Multi-Cue Mask Refinement

Hyunjoon Park , Donghyeon Cho

Conference ICPR BK21 conference

3D Gaussian Splatting at Arbitrary Resolution with Compact Proxy Anchors

3D Gaussian Splatting at Arbitrary Resolution with Compact Proxy Anchors

Mingyun Jeong , Seongro Yoon , Francois Bremond , Donghyeon Cho

Conference CVPR BK21 conference

Paper

Code

GPGS: Consistent 3D Object Removal via Geometry-Aware 3D Inpainting and Projected Image Refinement in 3D Gaussian Splatting

GPGS: Consistent 3D Object Removal via Geometry-Aware 3D Inpainting and Projected Image Refinement in 3D Gaussian Splatting

Yongjoon Lee , Donghyeon Cho

Conference AAAI BK21 conference

Paper

Code

2025

Preserving Instance-Level Characteristics for Multi-Instance Generation

Preserving Instance-Level Characteristics for Multi-Instance Generation

Jaehak Ryu , Sungwon Moon , Donghyeon Cho

Journal IMAVIS Q1 Journal

Paper

Progressive Artwork Outpainting via Latent Diffusion Models

Progressive Artwork Outpainting via Latent Diffusion Models

Dae-Young Song , Jung-Jae Yu , Donghyeon Cho

Conference ICCV BK21 conference

Paper

MELON: Learning Multi-Aspect Modality Preferences for Accurate Multimedia Recommendation

MELON: Learning Multi-Aspect Modality Preferences for Accurate Multimedia Recommendation

Dongho Jeong , Taeri Kim , Donghyeon Cho , Sang-Wook Kim

Conference SIGIR BK21 conference

Paper

2024

Consistent Object Removal from Masked Neural Radiance Fields by Estimating Never-Seen Regions in All-Views

Consistent Object Removal from Masked Neural Radiance Fields by Estimating Never-Seen Regions in All-Views

Yongjoon Lee , Jaehak Ryu , Donggeun Yoon , Donghyeon Cho

Conference ICPR BK21 conference

Paper

CSSR: Cross-and Self-Feature Transformer with High-Frequency Feature Alignment for Reference-Based Super-Resolution

CSSR: Cross-and Self-Feature Transformer with High-Frequency Feature Alignment for Reference-Based Super-Resolution

Seonggwan Ko , Donghyeon Cho

Conference ICPR BK21 conference

Paper

Code

Reference-based Burst Super-resolution

Reference-based Burst Super-resolution

Seonggwan Ko , Yeong Jun Koh , Donghyeon Cho

Conference MM BK21 conference

Paper

Code

Probabilistic Weather Forecasting with Deterministic Guidance-based Diffusion Model

Probabilistic Weather Forecasting with Deterministic Guidance-based Diffusion Model

Donggeun Yoon , Minseok Seo , Doyi Kim , Yeji Choi , Donghyeon Cho

Conference ECCV BK21 conference

Paper

Code

CORE-MPI: Consistency Object Removal with Embedding MultiPlane Image

CORE-MPI: Consistency Object Removal with Embedding MultiPlane Image

Donggeun Yoon , Donghyeon Cho

Conference CVPR BK21 conference

Paper

2023

DIFu: Depth-guided Implicit Function for Clothed Human Reconstruction

DIFu: Depth-guided Implicit Function for Clothed Human Reconstruction

Dae-Young Song , HeeKyung Lee , Jeongil Seo , Donghyeon Cho

Conference CVPR BK21 conference

Paper

IFQA: Interpretable Face Quality Assessment

IFQA: Interpretable Face Quality Assessment

Byungho Jo , Donghyeon Cho , In Kyu Park , Sungeun Hong

Conference WACV

Paper

Project

Code

Cloth Changing Person Re-Identification with Noisy Patch Filtering

Cloth Changing Person Re-Identification with Noisy Patch Filtering

Hyeok-Joon Kweon , Donghyeon Cho

Journal SPL

Paper

2022

Lightweight Alpha Matting Network Using Distillation-Based Channel Pruning

Lightweight Alpha Matting Network Using Distillation-Based Channel Pruning

Donggeun Yoon , Jinsun Park , Donghyeon Cho

Conference ACCV BK21 conference

Paper

Code

Weakly-Supervised Stitching Network for Real-World Panoramic Image Generation

Weakly-Supervised Stitching Network for Real-World Panoramic Image Generation

Dae-Young Song , Geonsoo Lee , HeeKyung Lee , Gi-Mun Um , Donghyeon Cho

Conference ECCV BK21 conference

Paper

Project

Code

A Comprehensive Real-World Photometric Stereo Dataset for Unsupervised Anomaly Detection

A Comprehensive Real-World Photometric Stereo Dataset for Unsupervised Anomaly Detection

Junyong Jung , Seungoh Han , Jinsun Park , Donghyeon Cho

Journal IEEE Access

Paper

Code

Lightweight Depth Completion Network with Local Similarity-Preserving Knowledge Distillation

Lightweight Depth Completion Network with Local Similarity-Preserving Knowledge Distillation

Yongseop Jeong , Jinsun Park , Donghyeon Cho , Yoonjin Hwang , Seibum Choi , In So Kweon

Journal Sensors

Paper

Minifying Photometric Stereo via Knowledge Distillation-Based Feature Translation

Minifying Photometric Stereo via Knowledge Distillation-Based Feature Translation

Seungoh Han , Jinsun Park , Donghyeon Cho

Journal Optics Express

Paper

Adaptive Cost Volume Fusion Network for Multi-Modal Depth Estimation in Changing Environments

Adaptive Cost Volume Fusion Network for Multi-Modal Depth Estimation in Changing Environments

Jinsun Park , Yongseop Jeong , Kyungdon Joo , Donghyeon Cho , In So Kweon

Journal RAL

Paper

Code

A Self-Supervised Sampler for Efficient Action Recognition: Real-World Applications in Surveillance Systems

A Self-Supervised Sampler for Efficient Action Recognition: Real-World Applications in Surveillance Systems

Minseok Seo , Donghyeon Cho , Sangwoo Lee , Jongchan Park , Daehan Kim , Jaemin Lee , Jingi Ju , Hyeoncheol Noh , Dong-Geol Choi

Journal RAL

Paper

Code

Learning Lightweight Low-Light Enhancement Network using Pseudo Well-Exposed Images

Learning Lightweight Low-Light Enhancement Network using Pseudo Well-Exposed Images

Seonggwan Ko , Jinsun Park , Byungjoo Chae , Donghyeon Cho

Journal SPL

Paper

Code

Channel Sampler in Hyperspectral Images for Vehicle Detection

Channel Sampler in Hyperspectral Images for Vehicle Detection

Geonsoo Lee , Jaekyu Lee , Jeonghyun Baek , Hoseong Kim , Donghyeon Cho

Journal GRSL

Paper

2021

Restore from Restored: Video Restoration with Pseudo Clean Video

Restore from Restored: Video Restoration with Pseudo Clean Video

Seunghwan Lee , Donghyeon Cho , Jiwon Kim , Tae Hyun Kim

Conference CVPR BK21 conference

Paper

Code

OCR-Based Inventory Management Algorithms Robust to Damaged Images

OCR-Based Inventory Management Algorithms Robust to Damaged Images

Minseok Seo , Daehan Kim , Hyeyoon Kang , Donghyeon Cho , Dong-Geol Choi

Conference ICRA BK21 conference

Paper

Domain Adaptation without Source Data

Domain Adaptation without Source Data

Youngeun Kim , Donghyeon Cho , Kyeongtak Han , Priyadarshini Panda , Sungeun Hong

Journal T-AI

Paper

Code

Self-supervised Feature Enhancement Networks for Small Object Detection in Noisy Images

Self-supervised Feature Enhancement Networks for Small Object Detection in Noisy Images

Geonsoo Lee , Sungeun Hong , Donghyeon Cho

Journal SPL

Paper

End-to-End Image Stitching Network via Multi-Homography Estimation

End-to-End Image Stitching Network via Multi-Homography Estimation

Dae-Young Song , Gi-Mun Um , Hee Kyung Lee , Donghyeon Cho

Journal SPL

Paper

2020

Global-and-Local Relative Position Embedding for Unsupervised Video Summarization

Global-and-Local Relative Position Embedding for Unsupervised Video Summarization

Yunjae Jung , Donghyeon Cho , Sanghyun Woo , In So Kweon

Conference ECCV BK21 conference

Paper

Fast Adaptation to Super-Resolution Networks via Meta-Learning

Fast Adaptation to Super-Resolution Networks via Meta-Learning

Seobin Park , Jinsu Yoo , Donghyeon Cho , Jiwon Kim , Tae Hyun Kim

Conference ECCV BK21 conference

Paper

Code

Lightweight Deep CNN for Natural Image Matting via Similarity Preserving Knowledge Distillation

Lightweight Deep CNN for Natural Image Matting via Similarity Preserving Knowledge Distillation

Donggeun Yoon , Jinsun Park , Donghyeon Cho

Journal SPL

Paper

Code

Towards Privacy-Preserving Domain Adaptation

Towards Privacy-Preserving Domain Adaptation

Youngeun Kim , Donghyeon Cho , Sungeun Hong

Journal SPL

Paper

Semi-calibrated Photometric Stereo

Semi-calibrated Photometric Stereo

Donghyeon Cho , Yasuyuki Matsushita , Yu-Wing Tai , In So Kweon

Journal TPAMI

Paper

2019

Video Retargeting: Trade-off between Content Preservation and Spatio-temporal Consistency

Video Retargeting: Trade-off between Content Preservation and Spatio-temporal Consistency

Donghyeon Cho , Yunjae Jung , Francois Rameau , Dahun Kim , Sanghyun Woo , In So Kweon

Conference MM BK21 conference

Paper

Preserving Semantic and Temporal Consistency for Unpaired Video-to-Video Translation

Preserving Semantic and Temporal Consistency for Unpaired Video-to-Video Translation

Kwanyong Park , Sanghyun Woo , Dahun Kim , Donghyeon Cho , In So Kweon

Conference MM BK21 conference

Paper

Patch-level Augmentation for Object Detection in Aerial Images

Patch-level Augmentation for Object Detection in Aerial Images

Sungeun Hong , Sungil Kang , Donghyeon Cho

ICCVW

Paper

Key Instance Selection for Unsupervised Video Object Segmentation

Key Instance Selection for Unsupervised Video Object Segmentation

Donghyeon Cho , Sungeun Hong , Sungil Kang , Jiwon Kim

CVPRW

Paper

Discriminative Feature Learning for Unsupervised Video Summarization

Discriminative Feature Learning for Unsupervised Video Summarization

Yunjae Jung , Donghyeon Cho , Dahun Kim , Sanghyun Woo , In So Kweon

Conference AAAI BK21 conference

Paper

Self-Supervised Video Representation Learning with Space-Time Cubic Puzzles

Self-Supervised Video Representation Learning with Space-Time Cubic Puzzles

Dahun Kim , Donghyeon Cho , In So Kweon

Conference AAAI BK21 conference

Paper

Deep Convolutional Neural Network for Natural Image Matting using Initial Alpha Mattes

Deep Convolutional Neural Network for Natural Image Matting using Initial Alpha Mattes

Donghyeon Cho , Yu-Wing Tai , In So Kweon

Journal TIP

Paper

2018

LinkNet: Relational Embedding for Scene Graph

LinkNet: Relational Embedding for Scene Graph

Sanghyun Woo , Dahun Kim , Donghyeon Cho , In So Kweon

Conference NeurIPS BK21 conference

Paper

Double JPEG Detection in Mixed JPEG Quality Factors using Deep Convolutional Neural Network

Double JPEG Detection in Mixed JPEG Quality Factors using Deep Convolutional Neural Network

Jin-Seok Park , Donghyeon Cho , Wonhyuk Ahn , Heung-Kyu Lee

Conference ECCV BK21 conference

Paper

Representation Learning by Completing Corrupted Jigsaw Puzzles

Representation Learning by Completing Corrupted Jigsaw Puzzles

Dahun Kim , Donghyeon Cho , Donggeun Yoo , In So Kweon

Conference WACV

Paper

2017

Weakly- and Self Supervised Learning for Content-aware Deep Image Retargeting

Weakly- and Self Supervised Learning for Content-aware Deep Image Retargeting

Donghyeon Cho , Jinsun Park , Tae-Hyun Oh , Yu-Wing Tai , In So Kweon

Conference ICCV Spotlight Presentation

Paper

Two-Phase Learning for Weakly Supervised Object Localization

Two-Phase Learning for Weakly Supervised Object Localization

Dahun Kim , Donghyeon Cho , Donggeun Yoo , In So Kweon

Conference ICCV BK21 conference

Paper

A Unified Approach of Multi-scale Deep and Hand-crafted Features for Defocus Estimation

A Unified Approach of Multi-scale Deep and Hand-crafted Features for Defocus Estimation

Jinsun Park , Yu-Wing Tai , Donghyeon Cho , In So Kweon

Conference CVPR BK21 conference

Paper

Code

Automatic Trimap Generation and Consistent Matting for Light-Field Images

Automatic Trimap Generation and Consistent Matting for Light-Field Images

Donghyeon Cho , Sunyeong Kim , Yu-Wing Tai , In So Kweon

Journal TPAMI

Paper

2016

Natural Image Matting using Deep Convolutional Neural Networks

Natural Image Matting using Deep Convolutional Neural Networks

Donghyeon Cho , Yu-Wing Tai , In So Kweon

Conference ECCV BK21 conference

Paper

Photometric Stereo under Non-uniform Light Intensities and Exposures

Photometric Stereo under Non-uniform Light Intensities and Exposures

Donghyeon Cho , Yasuyuki Matsushita , Yu-Wing Tai , In So Kweon

Conference ECCV BK21 conference

Paper

2014

Consistent Matting for Light Field Images

Consistent Matting for Light Field Images

Donghyeon Cho , Sunyeong Kim , Yu-Wing Tai

Conference ECCV BK21 conference

Paper

2013

Modeling the Calibration Pipeline of the Lytro Camera for High Quality Light-Field Image Reconstruction

Modeling the Calibration Pipeline of the Lytro Camera for High Quality Light-Field Image Reconstruction

Donghyeon Cho , Minhaeng Lee , Sunyeong Kim , Yu-Wing Tai

Conference ICCV BK21 conference

Paper