Hae-Gon Jeon

Hae-Gon Jeon

Postdoctoral Researcher

Robotics and Computer Vision Lab.

Korea Advanced Institute of Science and Technology (KAIST)

Email: earboll (at) kaist.ac.kr

[CV] [Google Scholar] [LinkedIn]

Research Interests

  • Computational Photography/Camera
  • Stereo Matching
  • Sensor Fusion
  • Machine Learning


International Journals

Accurate 3D Reconstruction from Small Motion Clip for Rolling Shutter Cameras

Sunghoon Im, Hyowon Ha, Gyeongmin Choe, Hae-Gon Jeon, Kyungdon Joo and In So Kweon

IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Accepted

[PDF] [Project Page] [Bibtex]

Depth from a Light Field Image with Learning- based Matching Costs

Hae-Gon Jeon, Jaesik Park, Gyeongmin Choe, Jinsun Park, Yunsu Bok, Yu-Wing Tai and In So Kweon

IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Accepted

[PDF] [Bibtex]

  • Depth Estimation Challenge: Robustness Champion, CVPR 2017 workshop on Light Field for Computer Vision

Geometry Guided 3D Propagation for Depth from Small Motion

Seunghak Shin, Sunghoon Im, Inwook Shim, Hae-Gon Jeon and In So Kweon

IEEE Signal Processing Letters (SPL), Dec 2017

[PDF] [bibtex]

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), May 2017

[PDF] [Project Page] [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 (SPL), Jun 2017

[PDF] [Trainging Data] [Code] [Bibtex]

  • The top 50 most frequently accessed SPL documents: 06/2017~01/2018, 03/2018, 05/2018

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), Jun 2017

[PDF] [Project Page] [Bibtex]

Geometric Calibration of Micro-Lens-Based Light-Field Cameras using Line Features

Yunsu Bok, Hae-Gon Jeon and In So Kweon

IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Feb 2017

[PDF] [Project Page (Code and Dataset)] [Bibtex]

International Conferences

Robust Depth Estimation from Auto Bracketed Images

Sunghoon Im, Hae-Gon Jeon and In So Kweon

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Jun 2018

[PDF] [Bibtex]

EPINET: A Fully-Convolutional Neural Network using Epipolar Geometry for Depth from Light Field Images

Changha Shin, Hae-Gon Jeon, Youngjin Yoon, In So Kweon and Seon Joo Kim

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Jun 2018

[PDF] [Project Page (Code)] [Bibtex]

A Taxonomy and Evaluation of Dense Light Field Depth Estimation Algorithms

Ole Johannsen, Katrin Honauer, Bastian Goldluecke, Anna Alperovich, Federica Battisti, Yunsu Bok, Michele Brizzi, Marco Carli, Gyeongmin Choe, Maximilian Diebold, Marcel Gutsche, Hae-Gon Jeon, In So Kweon, Jaesik Park, JinsunPark, Hendrik Schilling, Hao Sheng, Lipeng Si, Michael Strecke, Antonin Sulc, Yu-Wing Tai, Qing Wang, Ting-Chun Wang, Sven Wanner, Zhang Xiong, Jingyi Yu, Shuo Zhang, Hao Zhu

CVPR Workshop - Light Field for Computer Vision (CVPRW), Jul 2017

[PDF] [Bibtex]

Noise Robust Depth from Focus using a Ring Difference Filter [Spotlight presentation]

Jaeheung Surh, Hae-Gon Jeon, Yunwon Park, Sunghoon Im, Hyowon Ha and In So Kweon

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Jul 2017

[PDF] [Project Page] [Bibtex]

All-around Depth from Small Motion with A Spherical Panoramic Camera

Sunghoon Im, Hyowon Ha, Fran├žois Rameau, Hae-Gon Jeon, Gyeongmin Choe and In So Kweon

European Conference on Computer Vision (ECCV), Oct 2016

[PDF] [Project Page] [Code] [Bibtex]

  • Received Best Poster Presentation Award, 29th IPIU 2017

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

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Jun 2016

[PDF] [Bibtex]

  • Received Silver Prize, 22nd HumanTech Paper Award, Samsung Electronics Co., Ltd.
  • Received Best Poster Presentation Award, 29th IPIU 2017

High-quality Depth from Uncalibrated Small Motion Clip [Oral presentation]

Hyowon Ha, Sunghoon Im, Jaesik Park, Hae-Gon Jeon and In So Kweon

IEEE Conference on Computer Vision and Pattern Recognition (CVPR) , Jun 2016

[PDF] [Project Page] [Code] [Bibtex]

  • Received Qualcomm Innovation Award, Qualcomm-KAIST Innovation Awards 2016

Complementary Sets of Shutter Sequences for Motion Deblurring

Hae-Gon Jeon, Joon-Young Lee, Yudeog Han, Seon Joo Kim and In So Kweon

IEEE International Conference on Computer Vision (ICCV), Dec 2015

[PDF] [Project Page] [Bibtex]

  • Selected as KAIST Research Highlight of 2013

High Quality Structure from Small Motion for Rolling Shutter Cameras

Sunghoon Im, Hyowon Ha, Gyeongmin Choe, Hae-Gon Jeon, Kyungdon Joo and In So Kweon

IEEE International Conference on Computer Vision (ICCV), Dec 2015

[PDF] [Project Page] [Code] [Bibtex]

  • Received Best Poster Award, IWRCV 2015

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

ICCV Workshop - Color and Photometry in Computer Vision , Dec 2015

[PDF] [Trainging Data] [Code] [Bibtex]

Depth from Accidental Motion using Geometry Prior [Top 10% paper]

Sunghoon Im, Gyeongmin Choe, Hae-Gon Jeon, and In So Kweon

IEEE International Conference on Image Processing (ICIP), Sep 2015

[PDF] [Project Page] [Bibtex]

Accurate Depth Map Estimation from a Lenslet Light Field Camera

Hae-Gon Jeon, Jaesik Park, Gyeongmin Choe, Jinsun Park, Yunsu Bok, Yu-Wing Tai and In So Kweon

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Jun 2015

[PDF] [Supp] [Project Page (Code and Dataset)] [Bibtex]

  • Received Best Paper Award, 2015 Korea Multimedia Society

Geometric Calibration of Micro-Lens-Based Light-Field Cameras using Line Features

Yunsu Bok, Hae-Gon Jeon and In So Kweon

European Conference on Computer Vision (ECCV), Sep 2014

[PDF] [Supp] [Project Page (Code and Dataset)] [Bibtex]

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

IEEE International Conference on Computer Vision (ICCV), Dec 2013

[PDF] [Project Page] [Bibtex]

Academic Activities

  • Reviewer

- IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018

- IEEE Winter Conference on Applications of Computer Vision (WACV), 2018

- IEEE Transactions on Image Processing (TIP)

- Program committee, Workshop on Light Fields for Computer Vision (LF4CV) in conjunction with CVPR 2017

- Computer Vision and Image Understanding (CVIU) [Profile]

- IEEE Winter Conference on Applications of Computer Vision (WACV), 2017

- ACM Transactions on Graphics (TOG)

  • Talks

- Koh Young Technology, 3D Depth Estimation using Machine Learning Techniques for Computational Imaging , Jun 2018

- Korea Electronics Technology Institute (KETI), Robust Depth Estimation for Computational Imaging, Mar 2018

- Naver corp., Computational imaging for better photography, Sep 2017

- Chungbok National University, Depth from a Light-Field Image, Aug 2016

- Yonsei University, Hand-held Light-Field Cameras, Feb 2015

- Korea Electronics Technology Institute (KETI), Computational Cameras and Their Applications, Jan 2015

Awards & Honors

  • Awards

- Best Ph.D Thesis Award, KAIST, Mar 2018 [Certificate]

- Depth Estimation Challenge: Robustness Champion, CVPR workshop on Light Field for Computer Vision, Jul 2017 [Certificate]

- Kim Choong-Ki Award: Research Excellence Award, 2016 Research Performance Evaluation, KAIST EE, Apr 2017 [Certificate]

- Best Poster Presentation Award, 29th Workshop on Image Processing and Image Understanding, Feb 2017 [Certificate]

- Best Poster Presentation Award, 29th Workshop on Image Processing and Image Understanding, Feb 2017 [Certificate]

- Qualcomm Innovation Award, Qualcomm-KAIST Innovation Awards 2016, Apr 2016 [Certificate]

- Kim Choong-Ki Award: Research Excellence Award, 2015 Research Performance Evaluation, KAIST EE, Mar 2016 [Certificate]

- Silver Prize, 22nd HumanTech Paper Award, Samsung Electronics Co., Ltd., Feb 2016 [Certificate]

- Best Poster Award, IWRCV 2015 General Chairs, Nov 2015 [Certificate]

- Official Best 10% Paper Selection, ICIP 2015 Organizing Committee, Sep 2015 [Certificate]

- Best Paper, 2015 Korea Multimedia Society, May 2015 [Certificate]

- 2nd Prize, EU-Korea Business Plan Competition, European Chamber of Commerce in Korea, Jul 2011

- Awarded Honors, Yonsei Univerisity, Feb 2011

- 3rd Prize, Invention Scholars, The Korean Intellectual Property Office, Nov 2008

- Grand Prize, Green Energy Eco-Electronics Contest, The Small and Medium Business Administration, Oct 2008

- Creative Prize, Green Energy Eco-Electronics Contest , The Small and Medium Business Administration, Oct 2008

- 2nd Prize, Invention Scholars, The Korean Intellectual Property Office, Nov 2007

- Gold Prize, Development of Industrial Robot Competition, The Ministry of Employment and Labor, Nov 2006

- Honor Prize, Invention Korea, The Ministry of Education, Aug 2006

  • Honors

- Postdoctoral Fellowship Program, National Research Foundation of Korea (about $36,000), Sep 2018~Oct 2019

- CVPR 2018 Doctoral Consortium, Jun 2018 [link]

- Global Ph.D Fellowship, National Research Foundation of Korea (about $30,000 per year for 3 years), Mar 2015~Feb 2018

- International Computer Vision Summer School (ICVSS 2015), Jul 2015

- KAIST Research Highlight of 2013, Title : Zero-Blur Camera [KOR] [ENG], Apr 2014

- Creative Campus Program, The Ministry of Employment and Labor, Jan 2012- Dec 2012

- Advanced Program (Invention), Yonsei Univerisity, Mar 2006- Aug 2011