Career Profile

I am a Master-Ph.D. joint course student in the School of Electrical Engineering at Korea University. I received the B.S. degree in the School of Electrical Engineering from Korea University in Feb. 2011. My research interests are computer vision and machine laerning, espeically in the problems of image & video segmentation and deep learning.

CV (Last update: August 2017)

Latest News

ICCV 2017

Oct. 2017
Venice, Italy

"Superpixel" paper has been accepted!

ICIP 2017

Sep. 2017
Beijing, China

"Prostate segmentation" paper has been accepted!

CVPR 2017

Jul. 2017
Honolulu, Hawaii

"Video object segmentation" and "Superpixel" papers have been accepted!

BMVC 2016

Sep. 2016
York, UK

"Semi-supervised video object segmentation" paper has been accepted!

ECCV 2016

Oct. 2016
Amsterdam, Netherlands

"Video segmentation" paper has been accepted!

ICIP 2016

Sep. 2016
Phoenix, Arizona

"RGB-D image segmentation" paper has been accepted!

CVPR 2016

Jun. 2016
Las Vegas, Nevada

"Video object segmentation" and "object discovery" papers have been accepted!
The code and dataset of "video object segmentation" are available here.

Recent Publications

See all publications
Temporal superpixels based on proximity-weighted patch matching [pdf]
Se-Ho Lee, Won-Dong Jang, and Chang-Su Kim, ICCV, Venice, Italy, Oct. 2017.
Comparison of objective functions in CNN-based prostate magnetic resonance image segmentation [pdf]
Juhyeok Mun, Won-Dong Jang, Deuk Jae Sung, and Chang-Su Kim, ICIP, Beijing, China, Sep. 2017.
Online video object segmentation via convolutional trident network [pdf] [project page]
Won-Dong Jang and Chang-Su Kim, CVPR, Honolulu, HI, Jul. 2017.
Contour-constrained superpixels for image and video processing [pdf][project page]
Se-Ho Lee, Won-Dong Jang, and Chang-Su Kim, CVPR, Honolulu, HI, Jul. 2017.
Semi-supervised video object segmentation using multiple random walkers [pdf] [project page]
Won-Dong Jang and Chang-Su Kim, BMVC, York, UK, Sep. 2016.
Streaming video segmentation via short-term hierarchical segmentation and frame-by-frame Markov random field optimization [pdf] [project page]
Won-Dong Jang and Chang-Su Kim, ECCV, Amsterdam, Netherlands, Oct. 2016.
RGB-D image segmentation based on multiple random walkers [pdf]
Se-Ho Lee, Won-Dong Jang, Byung Kwan Park, and Chang-Su Kim, ICIP, Phoenix, AZ, Sep. 2016.
Primary object segmentation in videos via alternate convex optimization of foreground and background distributions [pdf] [project page]
Won-Dong Jang, Chulwoo Lee, and Chang-Su Kim, CVPR, Las Vegas, NV, Jun. 2016.
POD: Discovering primary objects in videos based on evolutionary refinement of object recurrence, background, and primary object models [pdf]
Yeong Jun Koh, Won-Dong Jang, and Chang-Su Kim, CVPR, Las Vegas, NV, Jun. 2016.
Multiple random walkers and their application to image cosegmentation [pdf] [project page]
Chulwoo Lee, Won-Dong Jang, Jae-Young Sim, and Chang-Su Kim, CVPR, Boston, MA, Jun. 2015.