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Joon-Young Lee


jolee [at] adobe.com
[CV] [Google Scholar] [DBLP]



I am a Research Scientist at Adobe Research

I received my M.S and Ph.D. degrees in Electrical Engineering from KAIST, Korea in 2009 and 2015 respectively. During my graduate study, I worked at the Robotics and Computer Vision Lab with Prof. In So Kweon as my advisor. I was an intern at Adobe (San Jose, CA) in 2015 and 2014, and at Microsoft Reseach Asia (Beijing, China) in 2010. I received the B.S degree in Electrical and Electronic Engineering from Yonsei University, Korea in 2008 

My research interests include deep learning, computer vision, image/video enhancement, and computational photography.

Internships
If you are interested in internship opportunities related to computer vision or machine learning, please contact me.


Publications
Preprint
Multi-Image Deblurring using Complementary Sets of Fluttering Patterns
Hae-Gon Jeon, Joon-Young Lee, Yudeog Han, Seon Joo Kim, and In So Kweon
IEEE Transactions on Image Processing (TIP)
[pdf] [bibtex]
Light Field Image Super-Resolution using Convolutional Neural Network
Youngjin Yoon, Hae-Gon Jeon, Donggeun Yoo, Joon-Young Lee, and In So Kweon
IEEE Signal Processing Letters (SLP)
[pdf] [bibtex]
Generating Fluttering Pattern with Low Autocorrelation for Coded Exposure Imaging
Hae-Gon Jeon, Joon-Young Lee, Yudeog Han, Seon Joo Kim, and In So Kweon
International Journal of Computer Vision (IJCV)
[pdf] [bibtex]
Category-specific Salient View Selection via Deep Convolutional Neural Networks
Seong-Heum Kim, Yu-Wing Tai, Joon-Young Lee, Jaesik Park, and In So Kweon
Computer Graphics Forum (CGF)
[pdf] [bibtex]
2016
Fine-scale Surface Normal Estimation using a Single NIR Image
Youngjin Yoon, Gyeongmin Choe, Namil Kim, Joon-Young Lee, and In So Kweon
In Proc. of European Conference on Computer Vision (ECCV), Oct 2016.
[pdf] [bibtex]
Automatic Content-Aware Color and Tone Stylization
Joon-Young Lee, Kalyan Sunkavalli, Zhe Lin, Xiaohui Shen, and In So Kweon
In Proc. of IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Jun 2016. (Spotlight)
[pdf] [bibtex] [data]
This is the technology behind the Smart Looks feature in Photoshop Elements 14.
Stereo Matching with Color and Monochrome Cameras in Low-light Conditions
Hae-Gon Jeon, Joon-Young Lee, Sunghoon Im, Hyowon Ha, and In So Kweon
In Proc. of IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Jun 2016.
[pdf] [bibtex]
Silver Prize, 22nd HumanTech Paper Award, Samsung Electronics Co., Ltd.
Vision System and Depth Processing for DRC-HUBO+
Inwook Shim, Seunghak Shin, Yunsu Bok, Kyungdon Joo, Dong-Geol Choi, Joon-Young Lee, Jaesik Park, Jun-Ho Oh, and In So Kweon
In Proc. of IEEE International Conference on Robotics and Automation (ICRA), May 2016.
[pdf] [bibtex]
2015
AttentionNet: Aggregating Weak Directions for Accurate Object Detection
Donggeun Yoo, Sunggyun Park, Joon-Young Lee, Anthony Paek, and In So Kweon
In Proc. of IEEE International Conference on Computer Vision (ICCV), Dec 2015.
[pdf] [bibtex] [supple]
Complementary Sets of Shutter Sequences for Motion Deblurring
Hae-Gon Jeon, Joon-Young Lee, Yudeog Han, Seon Joo Kim, and In So Kweon
In Proc. of IEEE International Conference on Computer Vision (ICCV), Dec 2015.
[pdf] [bibtex] [project page]
Research Highlights of the year (2013), KAIST.
Learning a Deep Convolutional Network for Light-Field Image Super-Resolution
Youngjin Yoon, Hae-Gon Jeon, Donggeun Yoo, Joon-Young Lee, and In So Kweon
In Proc. of IEEE International Conference on Computer Vision Workshops (ICCVW - CPCV), Dec 2015.
[pdf] [bibtex]
Time-of-flight sensor calibration for a color and depth camera pair
Jiyoung Jung, Joon-Young Lee, Yekeun Jeong, and In So Kweon
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Jul 2015.
[pdf] [bibtex] [project page]
Robust High Dynamic Range Imaging by Rank Minimization
Tae-Hyun Oh, Joon-Young Lee, Yu-Wing Tai, and In So Kweon
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Jun 2015.
[pdf] [bibtex] [project page]
One-day outdoor photometric stereo via skylight estimation
Jiyoung Jung, Joon-Young Lee, and In So Kweon
In Proc. of IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Jun 2015. (Oral)
[pdf] [bibtex] [project page]
Multi-scale Pyramid Pooling for Deep Convolutional Representation
Donggeun Yoo, Sunggyun Park, Joon-Young Lee, and In So Kweon
In Proc. of IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW - DeepVision), Jun 2015.
[pdf] [bibtex]
2014
Motion Deblurring using Coded Exposure for a Wheeled Mobile Robot
Kibaek Park, Seunghak Shin, Hae-Gon Jeon, Joon-Young Lee, and In So Kweon
In Proc. of International Conference on Ubiquitous Robots and Ambient Intelligence (URAI), Nov 2014.
[pdf] [bibtex]
Robust Binary Feature using the Intensity Order
Yukyung Choi, Chaehoon Park, Joon-Young Lee, and In So Kweon
In Proc. of Asian Conference on Computer Vision (ACCV), Nov 2014.
[pdf] [bibtex] [project page]
Auto-adjusting Camera Exposure for Outdoor Robotics using Gradient Information
Inwook Shim, Joon-Young Lee, and In So Kweon
In Proc. of IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Sep 2014.
[pdf] [bibtex] [video]
Color Transfer using Probabilistic Moving Least Squares
Youngbae Hwang*, Joon-Young Lee*, In So Kweon, and Seon Joo Kim
(* denotes co-first authors.)
In Proc. of IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Jun 2014.
[pdf] [bibtex] [video]
Noise aware depth denoising for a time-of-flight camera
Jiyoung Jung, Joon-Young Lee, and In So Kweon
In Proc. of Korea-Japan Joint Workshop on Frontiers of Computer Vision (FCV), Feb 2014.
[pdf] [bibtex]
2013
High Quality Shape from a Single RGB-D Image under Uncalibrated Natural Illumination
Yudeog Han, Joon-Young Lee, and In So Kweon
In Proc. of IEEE International Conference on Computer Vision (ICCV), Dec 2013.
[pdf] [bibtex] [poster] [data] [project page]
Silver Prize, 19th HumanTech Paper Award, Samsung Electronics Corp.
Qualcomm Innovation Award 2013.
Research Highlights of the year (2012), KAIST.
Fluttering Pattern Generation using Modified Legendre Sequence for Coded Exposure Imaging
Hae-Gon Jeon, Joon-Young Lee, Yudeog Han, Seon Joo Kim, and In So Kweon
In Proc. of IEEE International Conference on Computer Vision (ICCV), Dec 2013.
[pdf] [bibtex] [supple] [project page]
Robust Computer Vision Techniques for High-quality 3D Modeling
Joon-Young Lee, Jiyoung Jung, Yunsu Bok, Jaesik Park, Dong-Geol Choi, Yudeog Han, and In So Kweon
In Proc. of IAPR Asian Conference on Pattern Recognition (ACPR), Nov 2013.
[pdf] [bibtex]
High Dynamic Range Imaging by a Rank-1 Constraint
Tae-Hyun Oh, Joon-Young Lee, and In So Kweon
In Proc. of IEEE International Conference on Image Processing (ICIP), Sep 2013.
[pdf] [bibtex]
Radiometric Calibration by Rank Minimization
Joon-Young Lee, Yasuyuki Matsushita, Boxin Shi, In So Kweon, and Katsushi Ikeuchi
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Jan 2013.
[pdf] [bibtex] [presentation] [code]
2012
Real-Time Motion Detection based on Discrete Cosine Transform
Tae-Hyun Oh, Joon-Young Lee, and In So Kweon
In Proc. of IEEE International Conference on Image Processing (ICIP), Sep 2012.
[pdf] [bibtex]
Modeling Photo Composition and Its Application to Photo Re-arrangement
Jaesik Park, Joon-Young Lee, Yu-Wing Tai, and In So Kweon
In Proc. of IEEE International Conference on Image Processing (ICIP), Sep 2012.
[pdf] [bibtex] [poster]
2011
Radiometric Calibration by Transform Invariant Low-rank Structure
Joon-Young Lee, Boxin Shi, Yasuyuki Matsushita, In So Kweon, and Katsushi Ikeuchi
In Proc. of IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Jun 2011.
[pdf] [bibtex] [poster] [code]
2010
View-invariant Planar Object Detection for VisTRo
Jiyoung Jung, Yekeun Jeong, Joon-Young Lee, Hanbyul Joo, and In So Kweon
In Proc. of International Conference on Ubiquitous Robots and Ambient Intelligence (URAI), Nov 2010.
[pdf] [bibtex]
Image Warping for View-invariant Object Matching using Stereo Camera
Jiyoung Jung, Yekeun Jeong, Joon-Young Lee, and In So Kweon
In Proc. of Korea-Japan Joint Workshop on Frontiers of Computer Vision (FCV), Feb 2010.
[pdf] [bibtex]

Honors & Awards
  • Best poster award, The 9th International Workshop on Robust Computer Vision, Dec, 2014.
  • Research Highlights of the year (2013), KAIST, Mar 2014.
  • Qualcomm Innovation Award, Sep 2013.
  • Research Highlights of the year (2012), KAIST, Mar 2013.
  • Silver prize, 19th HumanTech Paper Award, Samsung Electronics Co., Ltd., Feb 2013.
  • Excellent intern award, Microsoft Research Asia, Aug 2011.
  • High Honors at Graduation, Yonsei University, Feb 2008.
  • Full scholarship, Jeongsu Scholarship Foundation, Mar 2006 – Feb 2008.
  • Full scholarship, Yonsei Univerisity, Mar 2005 – Feb 2006.

Last updated: Oct 19, 2016