Seong-heum Kim

Ph.D. Student

Robotics and Computer Vision Lab (RCV)
School of Electrical Engineering (EE)
Korea Advanced Institute of Science and Technology (KAIST)
Daejeon, Republic of Korea

Email:
seongheum.kim [at] kaist.ac.kr, seongheum.kim [at] gmail.com
[CV]

I am currently pursuing a Ph.D. degree at KAIST, Republic of Korea. 

Since 2008, I have been working at the Robotics and Computer Vision (RCV) Lab. with Prof. In So Kweon as my advisor. During the alternative military service (2011~2014), I had been a junior researcher at System IC Center (Digital TV part), LG Electronics. I received my B.S. and M.S. in Electrical Engineering from Yonsei University in 2007 and from KAIST in 2010 respectively. My research interests include computer vision/graphics, deep learning, and industrial applications of artificial intelligence.


Publication




Deep Representation of Industrial Components using Simulated Images

Seong-heum Kim, Gyeongmin Choe, Byungtae Ahn, In So Kweon
In Proc. of IEEE International Conference on Robotics and Automation (ICRA), May. 2017
[pdf] [bibtex] 
[data]


   

Category-specific Salient View Selection via Deep Convolutional Neural Networks

Seong-heum Kim, Yu-Wing Tai, Joon-Young Lee, Jaesik Park, In So Kweon
Computer Graphics Forum (CGF), Invited to Eurographics 2017, 
Apr. 2017
[pdf] [bibtex] [data-2D] [data-3D]

 


 2D-3D Pose Estimation using Multi-view Object Co-segmentation

Seong-heum Kim, Yunsu Bok, In So Kweon
Journal of Korea Robotics Society (KROS), 12(1), pp. 33-41, Feb. 2017
[pdf] [bibtex]

 


Multi-view Object Extraction with Fractional Boundaries

Seong-heum Kim, Yu-Wing Tai, Jaesik Park, In So Kweon
IEEE Transactions on Image Processing (TIP), 25(8), pp. 3639-3654, Aug. 2016
[pdf] [bibtex]

 

 


Two-phase Approach for Multi-view Object Extraction

Seong-heum Kim, Yu-Wing Tai, Yunsu Bok, Hyeongwoo Kim, In So Kweon,
In Proc. of IEEE International Conference on Image Processing (ICIP), Sep. 2011
[pdf] [bibtex]

 

 


Mixing Collaborative and Hybrid Vision Devices for Robotic Applications

Jean-Charles Bazin, Seong-heum Kim, Dong-Geol Choi, Joon-Young Lee, In So Kweon
Journal of Korea Robotics Society (KROS), 6(3), pp. 210-219, Sep. 2011
[pdf] [bibtex]


 

Honors & Awards

  • Gold prize (Eye-contact by Embedding a Camera into a Transparent Display Panel), LG CTO Idea Contest, Sep. 2011
  • High Honors at Early Graduation, Yonsei University, Aug. 2007.

 

Last updated: Dec. 29, 2016