This page has been moved.
Joon-Young Lee
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 |
|