Jae Shin Yoon

   

   I am a Ph.D. student in Computer Science and Engineering at the University of Minnesota (UMN), Twin Cities, advised by Prof. Hyun Soo Park.  I received MS degree in Department of Robotics from Korea Advanced Institute of Science and Technology (KAIST) under the supervision of Prof. In So Kweon. I received my bachelor degree in Electrical Engineering from Hanyang University under the supervision of Prof. Yong Ho Song. I was an exchange student at Kobe University. My general research interest lies in computer&robot vision and machine learning.


Email: jsyoon [at] umn.edu, jsyoon4325 [at] gmail.com
CV | Google Scholar | Course Website (Graphics)



Research Highlight


3D Semantic Trajectory Reconstruction in the Pixel Continuum (CVPR 2018)   [Project page]
Pixel-level Matching for Video Object Segmentation (ICCV 2017)   [Project page]
Vanishing Point Guided Visual Perception for Autonomous Driving (ICCV 2017)  [Project page]

KAIST Multi-spectral Recognition Dataset in Day and Night (T-ITS 2018)  [Project page]
Geometrical Calibration of Multispectral Calibration (URAI 2015)  [Project page]
All-Day Visual Place Recognition (CVPR-VPRICE 2015)  [Project page]

Thermal-Infrared based Drivable Region Detection
(IV 2016)  [Project page]
Robust Road Marking Detection to Illumination Changes (WACV 2017)

Publications

2018
3D Semantic Trajectory Reconstruction from 3D Pixel Continuum
Jae Shin Yoon, Ziwei Li, Hyun Soo Park
IEEE Computer Vision and Pattern Recognition (CVPR) 2018
[PDF] [Project Page] [BibTeX]
KAIST Multi-spectral Day/Night Data set for Autonomous and Assisted Driving
Yukyung Choi, Namil Kim, Soonmin Hwang, Kibaek Park, Jae Shin Yoon, Kyounghwan An, and In So Kweon
Transactions on Intelligent Transportation Systems (T-ITS)
[PDF] [Project Page] [BibTeX]
2017
Pixel-level Matching for Video Object Segmentation using Convolutional Neural Networks
Jae Shin Yoon, Franc¸ois Rameau, Junsik Kim, Seokju Lee, Seunghak Shin, and In So Kweon
IEEE International Conference on Computer Vision (ICCV) 2017
[PDF] [Project Page] [Slide] [Poster] [BibTeX]
VPGNet: Vanishing Point Guided Network for Lane and Road Marking Detection and Recognition
Seokju Lee, Junsik Km, Jae Shin Yoon, Seunghak Shin, Oleksandr Bailo, Namil Kim, Tae-hee Lee, Hyun Seok Hong, Seung-Hoon Han, In So Kweon
IEEE International Conference on Computer Vision (ICCV) 2017
[PDF] [Project Page] [BibTeX]
Robust Road Marking Detection and Recognition Using Density-Based Grouping and Machine Learning Techniques
Oleksandr Bailo, Seokju Lee, Franc¸ois Rameau, Jae Shin Yoon, In So Kweon
IEEE Winter Conference on Application and Computer Vision (WACV) 2017
[PDF] [BibTeX]
2016
Thermal-Infrared based Drivable Region Detection
Jae Shin Yoon, Kibaek Park, Soonmin Hwang, Namil Kim, Yukyung Choi, Francois Rameau and In So Kweon
IEEE Intelligent Vehicle Symposium (IV) 2016
[PDF] [Project Page] [Dataset] [BibTeX]
2015
All-Day Visual Place Recognition: Benchmark Dataset and Baseline
Yukyung Choi, Namil Kim, Kibak Park, Soonmin Hwang, Jae Shin Yoon,In So Kweon
IEEE Computer Vision and Pattern Recognition Workshop 2015 on Visual Place Recognition in Changing Environments (CVPR-VPRICE) 2015
[PDF] [Project Page] [BibTeX]
Low-Cost Synchronization for Multispectral Cameras
Yukyung Choi, Namil Kim, Kibak Park, Soonmin Hwang, Jae Shin Yoon, In So Kweon
IEEE International Conference on Ubiquitous Robots and Ambient Intelligence (URAI) 2015
[PDF] [BibTeX]
Geometrical calibration of multispectral calibration
Namil Kim, Yukyung Choi, Soonmin Hwang, Kibaek Park, Jae Shin Yoon, In So Kweon
IEEE International Conference on Ubiquitous Robots and Ambient Intelligence
[PDF] [BibTeX]

Research Internship

  • Facebook Reality Labs, Oculus, Pittsburgh, USA | 2018 (June. - Aug.)
  • Korea Institute of Science and Technology (KIST), Korea | 2017 (Mar. - Aug.)
  • Academic Activities

  • Reviewer
    1. - IEEE Conference on Computer Vision Pattern Recognition (CVPR) 2018
      - IEEE Asian Conference on Computer Vision (ACCV) 2018
      - IEEE Transactions on Multimedia 2018
      - IEEE Intelligent Vehicle Symposium (IV) 2016

    Honors & Awards

  • Summa Cum Laude, Hanyang University (GPA: 4.08/4.5) (94.6 %), Dept. of EE, Hanyang University, Feb 2015
  • Hanyang Brain scholarship, Dept. of EE, Hanyang University ($1,440) 2014
  • Prize for the top first percentile GPA, Hanyang University ($3,740)
  • Miraeasset Park Hyeon-Joo foundation scholarship for exchange student ($8,565), 2012 [Certificate]
  • Qualcomm Scholarship for outstanding engineer, Qualcomm corp ($3,740), 2011 [Certificate]
  • Patent

  • Vanishing-Guided Lane and Road Marking Detection via Multi-Task Network
    1.     Application date: Oct. 31, 2016 (US Provisional Application 52/414,951)



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