Joon-Young Lee Senior Research Scientist and Manager Adobe Research, San Jose, CA jolee [at] adobe.com CV | Google Scholar

Industrial Highlights.

• 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)}

2024

• Local All-Pair Correspondence for Point Tracking
  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
  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 Artifical 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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