Joon-Young Lee | Senior Research Scientist @ Adobe Research

Senior Research Scientist and Manager
Adobe Research, San Jose, CA

jolee [at] adobe.com
CV | Google Scholar

Industrial Highlights.

Object Matte in After Effects (Beta) , 2026
AI-Powered Object Masks in Premiere, 2026
Redesigned Shape Masks in Premiere, 2026
Reframe Videos in Firefly, 2025
Next-Gen Roto Brush in After Effects, 2023
Remove Video Background in Adobe Express, 2023
#InstantAdd at Adobe MAX Sneaks, 2022
Shot Angle/Size Filters in Adobe Stock, 2021
Tech Excellence Award at Adobe, 2021
I received Tech Excellence Award at Adobe, given to ten technical employees at most each year. - This is a peer-nominated award for employees who have made exceptional technical contributions to support our business.
Roto Brush 2 in After Effects, 2020
This is an object masking tool for video. The core technology behind this feature is ML-based mask propagation, which I led the research and development.
#ProjectFastmask at Adobe MAX Sneaks, 2018
Video Smart Tags in Adobe Experience Manager UGC, 2018
This is a video auto-tagging feature that I contributed.
Smart Looks in Photoshop Elements, 2016
This is an one-click creative color adjustment tool. I developed the core technique behind this feature.

Internship / University Collaboration. I am always looking for strong graduate students to collaborate with. If you are interested in collaborating with me, please email me.

Publications

^{(* indicates equal contribution)}

2026

VideoMaMa: Mask-Guided Video Matting via Generative Prior
Sangbeom Lim, Seoung Wug Oh, Jiahui Huang, Heeji Yoon, Seungryong Kim, Joon-Young Lee
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2026
Relightful Video Portrait Harmonization
Jun Myeong Choi, Jae Shin Yoon, Luchao Qi, Roni Sengupta, Joon-Young Lee
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2026
DAGE: Dual-Stream Architecture for Efficient and Fine-Grained Geometry Estimation
Tuan Duc Ngo, Jiahui Huang, Seoung Wug Oh, Kevin James Blackburn-Matzen, Evangelos Kalogerakis, Chuang Gan, Joon-Young Lee
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2026
AnthroTAP: Learning Point Tracking with Real-World Motion
Inès Hyeonsu Kim, Seokju Cho, Jahyeok Koo, Junghyun Park, Jiahui Huang, Honglak Lee, Joon-Young Lee, Seungryong Kim
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2026
Generative Video Motion Editing with 3D Point Tracks
Yao-Chih Lee, Zhoutong Zhang, Jiahui Huang, Jui-Hsien Wang, Joon-Young Lee, Jia-Bin Huang, Eli Shechtman, Zhengqi Li
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2026

2025

Video Color Grading via Look-Up Table Generation
Seunghyun Shin, Dongmin Shin, Jisu Shin, Hae-Gon Jeon, Joon-Young Lee
IEEE International Conference on Computer Vision (ICCV), 2025
Multi-Granular Spatio-Temporal Token Merging for Training-Free Acceleration of Video LLMs
Jeongseok Hyun, Sukjun Hwang, Su Ho Han, Taeoh Kim, Inwoong Lee, Dongyoon Wee, Joon-Young Lee, Seon Joo Kim, Minho Shim
IEEE International Conference on Computer Vision (ICCV), 2025
Tuning-Free Multi-Event Long Video Generation via Synchronized Coupled Sampling
Subin Kim, Seoung Wug Oh, Jui-Hsien Wang, Joon-Young Lee, Jinwoo Shin
ICCV 2025 Workshop Findings (ICCVW-Findings), 2025
EntitySAM: Segment Everything in Video
Mingqiao Ye, Seoung Wug Oh, Lei Ke, Joon-Young Lee
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2025
Seurat: From Moving Points to Depth
Seokju Cho, Jiahui Huang, Seungryong Kim, Joon-Young Lee
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2025 (Highlight)
Exploring Temporally-Aware Features for Point Tracking
Inès Hyeonsu Kim, Seokju Cho, Jiahui Huang, Jung Yi, Joon-Young Lee, Seungryong Kim
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2025
Generative Video Propagation
Shaoteng Liu, Tianyu Wang, Jui-Hsien Wang, Qing Liu, Zhifei Zhang, Joon-Young Lee, Yijun Li, Bei Yu, Zhe Lin, Soo Ye Kim, Jiaya Jia
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2025
Robust and Consistent Online Video Instance Segmentation via Instance Mask Propagation
Miran Heo, Seoung Wug Oh, Seon Joo Kim, Joon-Young Lee
AAAI Conference on Artificial Intelligence (AAAI), 2025
Elevating Flow-Guided Video Inpainting with Reference Generation
Suhwan Cho, Seoung Wug Oh, Sangyoun Lee, Joon-Young Lee
AAAI Conference on Artificial Intelligence (AAAI), 2025
Exploring Scalability of Self-Training for Open-Vocabulary Temporal Action Localization
Jeongseok Hyun, Su Ho Han, Hyolim Kang, Joon-Young Lee, Seon Joo Kim
IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2025

2024

Local All-Pair Correspondence for Point Tracking [Project]
Seokju Cho, Jiahui Huang, Jisu Nam, Honggyu An, Seungryong Kim, Joon-Young Lee
European Conference on Computer Vision (ECCV), 2024
Harnessing Text-to-Image Models for Video Generation
Mingi Kwon, Seoung Wug Oh, Yang Zhou, Difan Liu, Joon-Young Lee, Haoran Cai, Baqiao Liu, Feng Liu, Youngjung Uh
European Conference on Computer Vision (ECCV), 2024
VideoMap: Supporting Video Editing Exploration, Brainstorming, and Prototyping in the Latent Space
David Chuan-En Lin, Fabian Caba Heilbron, Joon-Young Lee, Oliver Wang, Nikolas Martelaro
ACM Conference on Creativity & Cognition (C&C), 2024
Videogenic: Identifying Highlight Moments in Videos with Professional Photographs as a Prior
David Chuan-En Lin, Fabian Caba Heilbron, Joon-Young Lee, Oliver Wang, Nikolas Martelaro
ACM Conference on Creativity & Cognition (C&C), 2024
Putting the Object Back into Video Object Segmentation [Paper] [Project]
Ho Kei Cheng, Seoung Wug Oh, Brian Price, Joon-Young Lee, Alexander Schwing
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2024 (Highlight)
FlowTrack: Revisiting Optical Flow for Long-Range Dense Tracking
Seokju Cho, Jiahui Huang, Seungryong Kim, Joon-Young Lee
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2024
MaGGIe: Masked Guided Gradual Human Instance Matting [Project]
Chuong Minh Huynh, Seoung Wug Oh, Abhinav Shrivastava, Joon-Young Lee
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2024
Concept Weaver: Enabling Multi-Concept Fusion in Text-to-Image Models
Gihyun Kwon, Simon Jenni, Dingzeyu Li, Joon-Young Lee, Jong Chul Ye, Fabian Caba Heilbron
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2024
IMIL: Interactive Medical Image Learning Framework
Adrit Rao, Andrea Fisher, Ken Chang, John Panagides, Katherine McNamara, Joon-Young Lee, Oliver Aalami
CVPR 2024 Workshop on Domain adaptation, Explainability, Fairness in AI for Medical Image Analysis (CVPRW-DEF-AI-MIA), 2024

2023

Tracking Anything with Decoupled Video Segmentation [Paper] [Project]
Ho Kei Cheng, Seoung Wug Oh, Brian Price, Alexander Schwing, Joon-Young Lee
IEEE International Conference on Computer Vision (ICCV), 2023
XMem++: Production-level Video Segmentation From Few Annotated Frames [Paper] [Project]
Maksym Bekuzarov*, Ariana Bermudez*, Joon-Young Lee, Hao Li
IEEE International Conference on Computer Vision (ICCV), 2023
Long-range Multimodal Pretraining for Movie Understanding [Paper] [Project]
Dawit Mureja Argaw, Joon-Young Lee, Markus Woodson, In So Kweon, Fabian Caba Heilbron
IEEE International Conference on Computer Vision (ICCV), 2023
Studying the Impact of Augmentations on Medical Confidence Calibration [Paper]
Adrit Rao, Joon-Young Lee, Oliver Aalami
ICCV 2023 Workshop on Computer Vision for Automated Medical Diagnosis (ICCVW-CVAMD), 2023
INVE: Interactive Neural Video Editing [Paper] [Project]
Jiahui Huang, Leonid Sigal, Kwang Moo Yi, Oliver Wang, Joon-Young Lee
Computer Graphics International (CGI), 2023
A Generalized Framework for Video Instance Segmentation [Paper] [Supp] [Code]
Miran Heo, Sukjun Hwang, Jeongseok Hyun, Hanjung Kim, Seoung Wug Oh, Joon-Young Lee, Seon Joo Kim
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2023
Mask-guided Matting in the Wild
Kwanyong Park, Sanghyun Woo, Seoung Wug Oh, In So Kweon, Joon-Young Lee [Paper] [Supp]
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2023

2022

VITA: Video Instance Segmentation via Object Token Association [Paper]
Miran Heo*, Sukjun Hwang*, Seoung Wug Oh, Joon-Young Lee, Seon Joo Kim
Neural Information Processing Systems (NeurIPS), 2022
VideoMap: Video Editing in Latent Space [Project]
David Chuan-En Lin, Fabian Caba Heilbron, Joon-Young Lee, Oliver Wang, Nikolas Martelaro
NeurIPS 2022 Workshop on Machine Learning for Creativity and Design (NeurIPS Workshop-ML4CD), 2022
Videogenic: Video Highlights via Photogenic Moments [Project]
David Chuan-En Lin, Fabian Caba Heilbron, Joon-Young Lee, Oliver Wang, Nikolas Martelaro
NeurIPS 2022 Workshop on Machine Learning for Creativity and Design (NeurIPS Workshop-ML4CD), 2022
StylePortraitVideo: Editing Portrait Videos with Expression Optimization
Kwanggyoon Seo, Seoung Wug Oh, Jingwan Lu, Joon-Young Lee, Seonghyeon Kim, Junyon Noh
Pacific Graphics (PG), 2022
One-Trimap Video Matting [Paper] [Supp] [Code]
Hongje Seong, Seoung Wug Oh, Brian Price, Euntai Kim, Joon-Young Lee
European Conference on Computer Vision (ECCV), 2022
Bridging Images and Videos: A Simple Learning Framework for Large Vocabulary Video Object Detection [Paper] [Supp]
Sanghyun Woo, Kwanyong Park, Seoung Wug Oh, In So Kweon, Joon-Young Lee
European Conference on Computer Vision (ECCV), 2022
Tracking by Associating Clips [Paper]
Sanghyun Woo, Kwanyong Park, Seoung Wug Oh, In So Kweon, Joon-Young Lee
European Conference on Computer Vision (ECCV), 2022
The Anatomy of Video Editing: A Dataset and Benchmark Suite for AI-Assisted Video Editing [Paper] [Supp] [Project]
Dawit Mureja Argaw, Fabian Caba Heilbron, Joon-Young Lee, Markus Woodson, In So Kweon
European Conference on Computer Vision (ECCV), 2022
Dense Pixel-level Interpretation of Dynamic Scenes with Video Panoptic Segmentation [Paper]
Dahun Kim, Sanghyun Woo, Joon-Young Lee, In So Kweon
IEEE Transactions on Image Processing (TIP), 2022
Per-Clip Video Object Segmentation [Paper] [Supp] [Code]
Kwanyong Park, Sanghyun Woo, Seoung Wug Oh, In So Kweon, Joon-Young Lee
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022
Unsupervised Learning of De-biased Representation with Pseudo-bias Attribute [Paper] [Supp]
Seonguk Seo, Joon-Young Lee, Bohyung Han
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022
Integrating Pose and Mask Predictions for Multi-person in Videos [Paper]
Miran Heo, Sukjun Hwang, Seoung Wug Oh, Joon-Young Lee, Seon Joo Kim
CVPR 2022 Workshop on Efficient Deep Learning for Computer Vision (CVPRW-ECV), 2022
Information-Theoretic Bias Reduction from the Causal View of Spurious Correlation [Paper]
Seonguk Seo, Joon-Young Lee, Bohyung Han
AAAI Conference on Artificial Intelligence (AAAI)
CMSNet: Deep Color and Monochrome Stereo [Paper]
Hae-Gon Jeon, Sunghoon Im, Jaesung Choe, Minjun Kang, Joon-Young Lee, Martial Hebert
International Journal of Computer Vision (IJCV)

2021

Global Context and Geometric Priors for Effective Non-Local Self-Attention [Paper]
Sanghyun Woo, Dahun Kim, Joon-Young Lee, In So Kweon
British Machine Vision Conference (BMVC), 2021
Hierarchical Memory Matching Network for Video Object Segmentation [Paper]
Hongje Seong, Seoung Wug Oh, Joon-Young Lee, Seongwon Lee, Suhyeon Lee, Euntai Kim
IEEE International Conference on Computer Vision (ICCV), 2021
Studying the Effects of Self-Attention for Medical Image Analysis [Paper]
Adrit Rao, Jongchan Park, Sanghyun Woo, Joon-Young Lee, Oliver Aalami
ICCV 2021 Workshop on Computer Vision for Automated Medical Diagnosis (ICCVW-CVAMD), 2021
Learning to Associate Every Segment for Video Panoptic Segmentation [Paper]
Sanghyun Woo, Dahun Kim, Joon-Young Lee, In So Kweon
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021
Exemplar-Based Open-Set Panoptic Segmentation Network [Paper] [Project] [Code]
Jaedong Hwang, Seoung Wug Oh, Joon-Young Lee, Bohyung Han
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021
Polygonal Point Set Tracking [Paper]
Gunhee Nam, Miran Heo, Seoung Wug Oh, Joon-Young Lee, Seon Joo Kim
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021
APES: Audiovisual Person Search in Untrimmed Video [Paper]
Juan Carlos Leon, Fabian Caba Heilbron, Long Mai, Federico Perazzi, Joon-Young Lee, Pablo Arbelaez, Bernard Ghanem
Multimodal Learning and Applications Workshop (CVPRW-MULA), 2021

2020

Space-time Memory Networks for Video Object Segmentation with User Guidance [Paper]
Seoung Wug Oh, Joon-Young Lee, Ning Xu, Seon Joo Kim
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)
Align-and-Attend Network for Globally and Locally Coherent Video Inpainting [Paper]
Sanghyun Woo, Dahun Kim, KwanYong Park, Joon-Young Lee, In So Kweon
British Machine Vision Conference (BMVC), 2020
URVOS: Unified Referring Video Object Segmentation Network with a Large-Scale Benchmark [Paper]
Seonguk Seo, Joon-Young Lee, Bohyung Han
European Conference on Computer Vision (ECCV), 2020
History for Visual Dialog: Do we really need it? [Paper]
Shubham Agarwal, Trung Bui, Joon-Young Lee, Ioannis Konstas, Verena Rieser
Annual Meeting of the Association for Computational Linguistics, (ACL), 2020
Video Panoptic Segmentation [Paper] [Code/Dataset]
Dahun Kim, Sanghyun Woo, Joon-Young Lee, In So Kweon
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020 (Oral)
Active Speakers in Context [Paper]
Juan Carlos Leon, Fabian Caba Heilbron, Long Mai, Federico Perazzi, Joon-Young Lee, Pablo Arbelaez, Bernard Ghanem
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020
Learning Visual Emotion Representations from Web Data [Paper]
Zijun Wei, Jianming Zhang, Zhe Lin, Joon-Young Lee, Niranjan Balasubramanian, Minh Hoai Nguyen, Dimitris Samaras
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020
A Simple and Light-weight Attention Module for Convolutional Neural Networks [Paper]
Jongchan Park*, Sanghyun Woo*, Joon-Young Lee, In So Kweon
International Journal of Computer Vision (IJCV)
Recurrent Temporal Aggregation Framework for Deep Video Inpainting [Paper]
Dahun Kim*, Sanghyun Woo*, Joon-Young Lee, In So Kweon
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)

2019

Video Object Segmentation using Space-Time Memory Networks [Paper] [Supp] [Video]
Seoung Wug Oh, Joon-Young Lee, Ning Xu, Seon Joo Kim
IEEE International Conference on Computer Vision (ICCV), 2019 (Oral)
_{-This work was demoed at Adobe MAX 2018 Sneaks as Fast Mask.

-Silver Prize, 25th HumanTech Paper Award, Samsung Electronics Co., Ltd.

-NVIDIA GTC 2019 Top Poster Award

-DAVIS Challenge 2019: 1st place in the interactive track / 4th place in the semi-supervised track}
Onion-Peel Networks for Deep Video Completion [Paper] [Supp] [Video] [Code]
Seoung Wug Oh, Sungho Lee, Joon-Young Lee, Seon Joo Kim
IEEE International Conference on Computer Vision (ICCV), 2019
GAPLE: Generalizable Approaching Policy LEarning for Robotic Object Searching in Indoor Environment [Paper]
Xin Ye, Zhe Lin, Joon-Young Lee, Jianming Zhang, Shibin Zheng, Yezhou Yang
IEEE Robotics and Automation Letters (RA-L, Proc. of IROS), 2019
Learning Video Representations from Correspondence Proposals [Paper] [Code]
Xingyu Liu, Joon-Young Lee, Hailin Jin
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019 (Oral)
Fast User-Guided Video Object Segmentation by Interaction-and-Propagation Networks [Paper] [Code]
Seoung Wug Oh, Joon-Young Lee, Ning Xu, Seon Joo Kim
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019
_{-1st Place Award in The Interactive DAVIS Challenge 2018}
Deep Video Inpainting [Paper] [Project] [Code]
Dahun Kim*, Sanghyun Woo*, Joon-Young Lee, In So Kweon
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019
Deep Blind Video Decaptioning by Temporal Aggregation and Recurrence [Paper] [Project] [Code]
Dahun Kim*, Sanghyun Woo*, Joon-Young Lee, In So Kweon
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019
_{-1st Place Award in ChalearnLAP Inpainting Challenge Track 2 – video decaptioning}
One-Day Outdoor Photometric Stereo Using Skylight Estimation [Paper]
Jiyoung Jung, Joon-Young Lee, In So Kweon
International Journal of Computer Vision (IJCV), 2019
Probabilistic Moving Least Squares with Spatial Constraints for Nonlinear Color Transfer Between Images [Paper]
Youngbae Hwang, Joon-Young Lee, In So Kweon, Seon Joo Kim
Computer Vision and Image Understanding (CVIU), 2019

2018

CBAM: Convolutional Block Attention Module [Paper] [Code]
Sanghyun Woo*, Jongchan Park*, Joon-Young Lee, In So Kweon
European Conference on Computer Vision (ECCV), 2018
What do I Annotate Next? An Empirical Study of Active Learning for Action Localization [Paper]
Fabian Caba Heilbron, Joon-Young Lee, Hailin Jin, Bernard Ghanem
European Conference on Computer Vision (ECCV), 2018
Contemplating Visual Emotions: Understanding and Overcoming Dataset Bias [Paper]
Rameswar Panda, Jianming Zhang, Haoxiang Li, Joon-Young Lee, Xin Lu, Amit K. Roy-Chowdhury
European Conference on Computer Vision (ECCV), 2018
Learning to Blend Photos [Paper]
Wei-Chih Hung, Jianming Zhang, Xiaohui Shen, Zhe Lin, Joon-Young Lee, Ming-Hsuan Yang
European Conference on Computer Vision (ECCV), 2018
Gradient-based Camera Exposure Control for Outdoor Mobile Platforms [Paper] [Project]
Inwook Shim, Tae-Hyun Oh, Joon-Young Lee, Dong-Geol Choi, Jinwook Choi, and In So Kweon
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2018
BAM: Bottleneck Attention Module [Paper] [Supp] [Code]
Jongchan Park*, Sanghyun Woo*, Joon-Young Lee, In So Kweon
British Machine Vision Conference (BMVC), 2018 (Oral)
_{-Gold Prize, 24th HumanTech Paper Award, Samsung Electronics Co., Ltd.}
Fast Video Object Segmentation by Reference-Guided Mask Propagation [Paper] [Code]
Seoung Wug Oh, Joon-Young Lee, Kalyan Sunkavalli, Seon Joo Kim
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018 (Spotlight)
Distort-and-Recover: Color Enhancement using Deep Reinforcement Learning [Paper] [Project]
Jongchan Park, Joon-Young Lee, Donggeun Yoo, In So Kweon
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018
RANUS: RGB and NIR Urban Scene Dataset for Deep Scene Parsing [Paper] [Project]
Gyeongmin Choe, Seong-Heum Kim, Sunghoon Im, Joon-Young Lee, Srinivasa Narasimhan, and In So Kweon
IEEE Robotics and Automation Letters (RA-L), 2018

2017

Reflectance Capture using Univariate Sampling of BRDFs [Paper] [Supp] [Poster]
Zhuo Hui, Kalyan Sunkavalli, Joon-Young Lee, Sunil Hadap, Jian Wang, Aswin C. Sankaranarayanan
IEEE International Conference on Computer Vision (ICCV), 2017
Photometric Stabilization for Fast-forward Videos [Paper]
Xuaner Zhang, Joon-Young Lee, Kalyan Sunkavalli, Zhaowen Wang
Pacific Graphics (PG), 2017
Physically-Based Rendering for Indoor Scene Understanding Using Convolutional Neural Networks [Paper] [Project]
Yinda Zhang*, Shuran Song*, Ersin Yumer, Manolis Savva, Joon-Young Lee, Hailin Jin, Thomas Funkhouser
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017
Temporal Domain Neural Encoder for Video Representation Learning [Paper]
Hao Hu, Zhaowen Wang, Joon-Young Lee, Zhe Lin, Guo-Jun Qi
IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW-DV), 2017
Robust Upright Adjustment of 360 Spherical Panoramas [Paper]
Jinwoong Jung, Beomseok Kim, Joon-Young Lee, Byungmoon Kim, Seungyong Lee
Computer Graphics International (CGI), 2017
Upright Adjustment of 360 Spherical Panoramas [Paper]
Jinwoong Jung, Joon-Young Lee, Byungmoon Kim, Seungyong Lee
IEEE Virtual Reality 2017 (VR), 2017 (Poster)
Generating Fluttering Pattern with Low Autocorrelation for Coded Exposure Imaging [Paper]
Hae-Gon Jeon, Joon-Young Lee, Yudeog Han, Seon Joo Kim, In So Kweon
International Journal of Computer Vision (IJCV), 2017
Light Field Image Super-Resolution using Convolutional Neural Network [Paper]
Youngjin Yoon, Hae-Gon Jeon, Donggeun Yoo, Joon-Young Lee, In So Kweon
IEEE Signal Processing Letters (SLP), 2017
Multi-Image Deblurring using Complementary Sets of Fluttering Patterns [Paper]
Hae-Gon Jeon, Joon-Young Lee, Yudeog Han, Seon Joo Kim, In So Kweon
IEEE Transactions on Image Processing (TIP), 2017
Category-specific Salient View Selection via Deep Convolutional Neural Networks [Paper]
Seong-Heum Kim, Yu-Wing Tai, Joon-Young Lee, Jaesik Park, In So Kweon
Computer Graphics Forum (CGF), 2017

2016

Fine-scale Surface Normal Estimation using a Single NIR Image [Paper]
Youngjin Yoon, Gyeongmin Choe, Namil Kim, Joon-Young Lee, In So Kweon
European Conference on Computer Vision (ECCV), 2016
Automatic Content-Aware Color and Tone Stylization [Paper] [Data]
Joon-Young Lee, Kalyan Sunkavalli, Zhe Lin, Xiaohui Shen, In So Kweon
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2016 (Spotlight)
_{-This is the technology behind the Smart Looks feature in Photoshop Elements 14.}
Stereo Matching with Color and Monochrome Cameras in Low-light Conditions [Paper]
Hae-Gon Jeon, Joon-Young Lee, Sunghoon Im, Hyowon Ha, In So Kweon
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2016
_{-Silver Prize, 22nd HumanTech Paper Award, Samsung Electronics Co., Ltd.}
Vision System and Depth Processing for DRC-HUBO+ [Paper]
Inwook Shim, Seunghak Shin, Yunsu Bok, Kyungdon Joo, Dong-Geol Choi, Joon-Young Lee, Jaesik Park, Jun-Ho Oh, In So Kweon
IEEE International Conference on Robotics and Automation (ICRA), 2016.

2015

AttentionNet: Aggregating Weak Directions for Accurate Object Detection [Paper] [Supp]
Donggeun Yoo, Sunggyun Park, Joon-Young Lee, Anthony Paek, In So Kweon
IEEE International Conference on Computer Vision (ICCV), 2015
Complementary Sets of Shutter Sequences for Motion Deblurring [Paper]
Hae-Gon Jeon, Joon-Young Lee, Yudeog Han, Seon Joo Kim, In So Kweon
IEEE International Conference on Computer Vision (ICCV), 2015
_{-KAIST Research Highlight of 2013}
Learning a Deep Convolutional Network for Light-Field Image Super-Resolution [Paper]
Youngjin Yoon, Hae-Gon Jeon, Donggeun Yoo, Joon-Young Lee, In So Kweon
IEEE International Conference on Computer Vision Workshops (ICCVW-CPCV), 2015
Time-of-flight sensor calibration for a color and depth camera pair [Paper] [Project]
Jiyoung Jung, Joon-Young Lee, Yekeun Jeong, In So Kweon
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2015
Robust High Dynamic Range Imaging by Rank Minimization [Paper] [Project]
Tae-Hyun Oh, Joon-Young Lee, Yu-Wing Tai, In So Kweon
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2015
One-day outdoor photometric stereo via skylight estimation [Paper] [Project]
Jiyoung Jung, Joon-Young Lee, In So Kweon
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015 (Oral)
Multi-scale Pyramid Pooling for Deep Convolutional Representation [Paper]
Donggeun Yoo, Sunggyun Park, Joon-Young Lee, In So Kweon
IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW-DV), 2015

2014

Motion Deblurring using Coded Exposure for a Wheeled Mobile Robot [Paper]
Kibaek Park, Seunghak Shin, Hae-Gon Jeon, Joon-Young Lee, In So Kweon
International Conference on Ubiquitous Robots and Ambient Intelligence, 2014
Robust Binary Feature using the Intensity Order [Paper] [Project]
Yukyung Choi*, Chaehoon Park*, Joon-Young Lee, In So Kweon
Asian Conference on Computer Vision (ACCV), 2014
Auto-adjusting Camera Exposure for Outdoor Robotics using Gradient Information [Paper] [Video]
Inwook Shim, Joon-Young Lee, In So Kweon
IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2014
Color Transfer using Probabilistic Moving Least Squares [Paper] [Video]
Youngbae Hwang*, Joon-Young Lee*, In So Kweon, Seon Joo Kim
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2014
Noise aware depth denoising for a time-of-flight camera [Paper]
Jiyoung Jung, Joon-Young Lee, In So Kweon
Korea-Japan Joint Workshop on Frontiers of Computer Vision, 2014

2013

High Quality Shape from a Single RGB-D Image under Uncalibrated Natural Illumination [Paper] [Data] [Project]
Yudeog Han, Joon-Young Lee, In So Kweon
IEEE International Conference on Computer Vision (ICCV), 2013
_{-Silver prize, 19th HumanTech Paper Award, Samsung Electronics Co., Ltd.

-Qualcomm Innovation Award

-KAIST Research Highlight of 2013}
Fluttering Pattern Generation using Modified Legendre Sequence for Coded Exposure Imaging [Paper] [Supp]
Hae-Gon Jeon, Joon-Young Lee, Yudeog Han, Seon Joo Kim, In So Kweon
IEEE International Conference on Computer Vision (ICCV), 2013
Robust Computer Vision Techniques for High-quality 3D Modeling [Paper]
Joon-Young Lee, Jiyoung Jung, Yunsu Bok, Jaesik Park, Dong-Geol Choi, Yudeog Han, In So Kweon
IAPR Asian Conference on Pattern Recognition, 2013
High Dynamic Range Imaging by a Rank-1 Constraint [Paper]
Tae-Hyun Oh, Joon-Young Lee, In So Kweon
IEEE International Conference on Image Processing (ICIP), 2013
Radiometric Calibration by Rank Minimization [Paper] [Code]
Joon-Young Lee, Yasuyuki Matsushita, Boxin Shi, In So Kweon, Katsushi Ikeuchi
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2013

2012

Real-Time Motion Detection based on Discrete Cosine Transform [Paper]
Tae-Hyun Oh, Joon-Young Lee, In So Kweon
IEEE International Conference on Image Processing (ICIP), 2012
Modeling Photo Composition and Its Application to Photo Re-arrangement [Paper]
Jaesik Park, Joon-Young Lee, Yu-Wing Tai, In So Kweon
IEEE International Conference on Image Processing (ICIP), 2012

2011

Radiometric Calibration by Transform Invariant Low-rank Structure [Paper] [Code]
Joon-Young Lee, Boxin Shi, Yasuyuki Matsushita, In So Kweon, Katsushi Ikeuchi
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2011

2010

View-invariant Planar Object Detection for VisTRo [Paper]
Jiyoung Jung, Yekeun Jeong, Joon-Young Lee, Hanbyul Joo, In So Kweon
International Conference on Ubiquitous Robots and Ambient Intelligence, 2010
Image Warping for View-invariant Object Matching using Stereo Camera [Paper]
Jiyoung Jung, Yekeun Jeong, Joon-Young Lee, In So Kweon
Korea-Japan Joint Workshop on Frontiers of Computer Vision, 2010

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Senior Research Scientist and Manager Adobe Research, San Jose, CA