| CARVIEW |
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Joon-Young LeeSenior Research Scientist and Manager
jolee [at] adobe.com |
Industrial Highlights.
- Object Mask & Shape Mask Tracker in Premiere Pro, 2025
- 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)
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
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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
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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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