Selected International Publications
Selected International Publications
[2025]
(Conference) Progressive Artwork Outpainting via Latent Diffusion Models
Dae-Young Song, Jung-Jae Yu and Donghyeon Cho
International Conference on Computer Vision (ICCV), 2025, [BK21 conference]
(Conference) MELON: Learning Multi-Aspect Modality Preferences for Accurate Multimedia Recommendation
Dongho Jeong, Taeri Kim, Donghyeon Cho, and Sang-Wook Kim
International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2025, [BK21 conference]
[2024]
(Conference) Consistent Object Removal from Masked Neural Radiance Fields by Estimating Never-Seen Regions in All-Views
Yongjoon Lee, Jaehak Ryu, Donggeun Yoon and Donghyeon Cho
International Conference on Pattern Recognition (ICPR), 2024, [BK21 conference]
(Conference) CSSR: Cross-and Self-Feature Transformer with High-Frequency Feature Alignment for Reference-Based Super-Resolution
Seonggwan Ko and Donghyeon Cho
International Conference on Pattern Recognition (ICPR), 2024, [BK21 conference]
(Conference) Reference-based Burst Super-resolution
Seonggwan Ko, Yeong Jun Koh and Donghyeon Cho
ACM multimedia (MM), 2024, [BK21 conference]
(Conference) Probabilistic Weather Forecasting with Deterministic Guidance-based Diffusion Model
Donggeun Yoon*, Minseok Seo*, Doyi Kim, Yeji Choi and Donghyeon Cho
European Conference on Computer Vision (ECCV), 2024, [BK21 conference]
(Conference) CORE-MPI: Consistency Object Removal with Embedding MultiPlane Image [paper]
Donggeun Yoon and Donghyeon Cho
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2024, [BK21 conference]
[2023]
(Conference) DIFu: Depth-guided Implicit Function for Clothed Human Reconstruction [paper] [project page]
Dae-Young Song, HeeKyung Lee, Jeongil Seo and Donghyeon Cho
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2023, [BK21 conference]
(Conference) IFQA: Interpretable Face Quality Assessment [paper] [project page]
Byungho Jo, Donghyeon Cho, In Kyu Park and Sungeun Hong
IEEE Winter Conference on Applications of Computer Vision (WACV), 2023
(Journal) Cloth Changing Person Re-Identification with Noisy Patch Filtering [paper]
Hyeok-Joon Kweon and Donghyeon Cho
IEEE Signal Processing Letter (SPL), 2023
[2022]
(Conference) Lightweight Alpha Matting Network Using Distillation-Based Channel Pruning [paper] [project page]
Donggeun Yoon, Jinsun Park and Donghyeon Cho
Asian Conference on Computer Vision (ACCV), 2022, [BK21 conference]
(Conference) Weakly-Supervised Stitching Network for Real-World Panoramic Image Generation [paper] [project page]
Dae-Young Song, Geonsoo Lee, HeeKyung Lee, Gi-Mun Um and Donghyeon Cho
European Conference on Computer Vision (ECCV), 2022, [BK21 conference]
(Journal) A Comprehensive Real-World Photometric Stereo Dataset for Unsupervised Anomaly Detection [paper][project papge]
Junyong Jung, Seungoh Han, Jinsun Park and Donghyeon Cho
IEEE Access, 2022
(Journal) Lightweight Depth Completion Network with Local Similarity-Preserving Knowledge Distillation [paper]
Yongseop Jeong, Jinsun Park, Donghyeon Cho, Yoonjin Hwang, Seibum Choi and In So Kweon
Sensors, 2022
(Journal) Minifying Photometric Stereo via Knowledge Distillation-Based Feature Translation [paper]
Seungoh Han, Jinsun Park and Donghyeon Cho
Optica Optics Express, 2022
(Journal) Adaptive Cost Volume Fusion Network for Multi-Modal Depth Estimation in Changing Environments [paper] [project page]
Jinsun Park*, Yongseop Jeong*, Kyungdon Joo, Donghyeon Cho, In So Kweon
IEEE Robotics and Automation Letters (RAL), 2022
(Journal) A Self-Supervised Sampler for Efficient Action Recognition: Real-World Applications in Surveillance Systems [paper] [project page]
{Minseok Seo*, Donghyeon Cho*, Sangwoo Lee*}, Jongchan Park, Daehan Kim, Jaemin Lee, Jingi Ju, Hyeoncheol Noh and Dong-Geol Choi
IEEE Robotics and Automation Letters (RAL), 2022
(Journal) Learning Lightweight Low-Light Enhancement Network using Pseudo Well-Exposed Images [paper] [project page]
Seonggwan Ko*, Jinsun Park*, Byungjoo Chae and Donghyeon Cho
IEEE Signal Processing Letter (SPL), 2022
(Journal) Channel Sampler in Hyperspectral Images for Vehicle Detection [paper]
Geonsoo Lee, Jaekyu Lee, Jeonghyun Baek, Hoseong Kim and Donghyeon Cho
IEEE Geoscience and Remote Sensing Letters (GRSL), 2022
[2021]
(Conference) Restore from Restored: Video Restoration with Pseudo Clean Video [paper]
Seunghwan Lee, Donghyeon Cho, Jiwon Kim, Tae Hyun Kim
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021, [BK21 conference]
(Conference) OCR-Based Inventory Management Algorithms Robust to Damaged Images [paper]
Minseok Seo, Daehan Kim, Hyeyoon Kang, Donghyeon Cho, and Dong-Geol Choi
IEEE International Conference on Robotics and Automation (ICRA), 2021, [BK21 conference]
(Journal) Domain Adaptation without Source Data [paper]
Youngeun Kim, Donghyeon Cho, Kyeongtak Han, Priyadarshini Panda and Sungeun Hong
IEEE Transactions on Artificial Intelligence (T-AI), 2021.
(Journal) Self-supervised Feature Enhancement Networks for Small Object Detection in Noisy Images [paper] [project page]
Geonsoo Lee*, Sungeun Hong* and Donghyeon Cho
IEEE Signal Processing Letter (SPL), 2021
(Journal) End-to-End Image Stitching Network via Multi-Homography Estimation [paper] [project page]
Dae-Young Song, Gi-Mun Um, Hee Kyung Lee and Donghyeon Cho
IEEE Signal Processing Letter (SPL), 2021
[2020]
(Conference) Global-and-Local Relative Position Embedding for Unsupervised Video Summarization [paper]
Yunjae Jung, Donghyeon Cho, Sanghyun Woo, In So Kweon
European Conference on Computer Vision (ECCV), 2020, [BK21 conference]
(Conference) Fast Adaptation to Super-Resolution Networks via Meta-Learning [paper] [video]
Seobin Park*, Jinsu Yoo*, Donghyeon Cho, Jiwon Kim, Tae Hyun Kim
European Conference on Computer Vision (ECCV), 2020, [BK21 conference]
(Journal) Lightweight Deep CNN for Natural Image Matting via Similarity Preserving Knowledge Distillation [paper] [project page]
Donggeun Yoon*, Jinsun Park* and Donghyeon Cho
IEEE Signal Processing Letter (SPL), 2020
(Journal) Towards Privacy-Preserving Domain Adaptation [paper]
Youngeun Kim, Donghyeon Cho and Sungeun Hong
IEEE Signal Processing Letter (SPL), 2020
(Journal) Semi-calibrated Photometric Stereo [paper]
Donghyeon Cho, Yasuyuki Matsushita, Yu-Wing Tai and In So Kweon
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020
[2019]
(Conference) Video Retargeting: Trade-off between Content Preservation and Spatio-temporal Consistency [paper]
Donghyeon Cho, Yunjae Jung, Francois Rameau, Dahun Kim, Sanghyun Woo, In So Kweon
ACM International Conference on Multimedia (MM), 2019, [BK21 conference]
(Conference) Preserving semantic and temporal consistency for unpaired video-to-video translation [paper]
Kwanyong Park, Sanghyun Woo, Dahun Kim, Donghyeon Cho, In So Kweon
ACM International Conference on Multimedia (MM), 2019, [BK21 conference]
(Conference Workshop) Patch-level Augmentation for Object Detection in Aerial Images [PDF] [Slides] [Poster]
Sungeun Hong*, Sungil Kang* and Donghyeon Cho
Oct 2019, VisDrone Workshops at International Conference on Computer Vision (ICCVW), 2019
Ranked 3rd in Vision Meets Drone: A Challenge at (ICCVW), 2019
(Conference Workshop) Key Instance Selection for Unsupervised Video Object Segmentation [PDF] [Poster]
Donghyeon Cho*, Sungeun Hong*, Sungil Kang*, and Jiwon Kim
Jun 2019, DAVIS Challenge Workshops at Computer Vision and Pattern Recognition (CVPRW), 2019
Ranked 3rd in DAVIS Challenge on Video Object Segmentation at (CVPRW), 2019
(Conference) Discriminative Feature Learning for Unsupervised Video Summarization [paper]
Yunjae Jung, Donghyeon Cho, Dahun Kim, Sanghyun Woo and In So Kweon.
The AAAI Conference on Artificial Intelligence (AAAI), 2019, [BK21 conference]
(Conference) Self-Supervised Video Representation Learning with Space-Time Cubic Puzzles [paper]
Dahun Kim, Donghyeon Cho and In So Kweon
The AAAI Conference on Artificial Intelligence (AAAI), 2019, [BK21 conference]
(Journal) Deep Convolutional Neural Network for Natural Image Matting using Initial Alpha Mattes [paper]
Donghyeon Cho, Yu-Wing Tai and In So Kweon
IEEE Transactions on Image Processing (TIP), 2019
[2018]
(Conference) LinkNet: Relational Embedding for Scene Graph [paper]
Sanghyun Woo, Dahun Kim, Donghyeon Cho, In So Kweon
Conference on Neural Information Processing Systems (NeurIPS), 2018, [BK21 conference]
(Conference) Double JPEG Detection in Mixed JPEG Quality Factors using Deep Convolutional Neural Network [paper]
Jin-Seok Park, Donghyeon Cho, Wonhyuk Ahn and Heung-Kyu Lee
European Conference on Computer Vision (ECCV), 2018, [BK21 conference]
(Conference) Representation Learning by Completing Corrupted Jigsaw Puzzles [pdf]
Dahun Kim, Donghyeon Cho, Donggeun Yoo and In So Kweon
IEEE Winter Conference on Applications of Computer Vision (WACV), 2018
[2017]
(Conference) Weakly- and Self Supervised Learning for Content-aware Deep Image Retargeting [paper][bibtex]
Donghyeon Cho, Jinsun Park, Tae-Hyun Oh, Yu-Wing Tai and In So Kweon
IEEE International Conference on Computer Vision (ICCV), 2017 [Spotlight Presentation] , [BK21 conference]
(Conference) Two-Phase Learning for Weakly Supervised Object Localization [paper][bibtex]
Dahun Kim, Donghyeon Cho, Donggeun Yoo and In So Kweon
IEEE International Conference on Computer Vision (ICCV), 2017, [BK21 conference]
(Conference) A unified Approach of Multi-scale Deep and Hand-crafted Features for Defocus Estimation [pdf][bibtex] [project page]
Jinsun Park, Yu-Wing Tai, Donghyeon Cho and In So Kweon
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017, [BK21 conference]
(Journal) Automatic Trimap Generation and Consistent Matting for Light-Field Images [paper]
Donghyeon Cho, Sunyeong Kim, Yu-Wing Tai and In So Kweon
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2017
[2016]
(Conference) Natural Image Matting using Deep Convolutional Neural Networks [pdf][bibtex]
Donghyeon Cho, Yu-Wing Tai and In So Kweon.
European Conference on Computer Vision (ECCV), 2016, [BK21 conference]
(Conference) Photometric Stereo under Non-uniform Light Intensities and Exposures [pdf][bibtex]
Donghyeon Cho, Yasuyuki Matsushita, Yu-Wing Tai and In So Kweon
European Conference on Computer Vision (ECCV), 2016, [BK21 conference]
[2014]
(Conference) Consistent Matting for Light Field Images [pdf][bibtex]
Donghyeon Cho, Sunyeong Kim and Yu-Wing Tai
European Conference on Computer Vision (ECCV), 2014, [BK21 conference]
[2013]
(Conference) Modeling the calibration pipeline of the Lytro camera for high quality light-field image reconstruction [pdf][bibtex]
Donghyeon Cho, Minhaeng Lee, Sunyeong Kim and Yu-Wing Tai
IEEE International Conference on Computer Vision (ICCV) 2013, [BK21 conference]