Taegyu Lim, (임태규, 林兑奎)

  Senior Engineer

  DMC R&D Center
  Samsung Electronics, Korea
  Email: tgx.lim[at]samsung.com / tgx.lim[at]gmail.com
 
 
CV

Research Interest

My research interests lie in computer vision, machine learning, pattern recognition and image processing.
  • Visual surveillance
  • Video segmentation
  • Object detection
  • Multiple object tracking
  • Pose estimation

Education

  • Ph.D. in Computer Science and Engineering, POSTECH, 02/2012
  • M.S. in Computer Science and Engineering, POSTECH, 02/2006

Publications

ICCV2013_POSE Joint Segmentation and Pose Tracking of Human in Natural Videos
Taegyu Lim, Seunghoon Hong, Bohyung Han, Joon Hee Han
In ICCV 2013 (Acceptance = 414/1633~28%)
[PDF] [Dataset]
ICCV2013_SEMANTIC Superpixel Coherency and Uncertainty Models for Semantic Segmentation
SeungRyul Baek, Taegyu Lim, Yong Seok Heo, Sungbum Park, Hantak Kwak, Woosung Shim
In ICCV 2013
[PDF]
PR2012_SEG Modeling and Segmentation of Floating Foreground and Background in Videos
Taegyu Lim, Bohyung Han, Joon H. Han
Pattern Recognition, Vol. 45(4), 1696-1706, 2012
[PDF]
ICCV2011_GBS Generalized Background Subtraction based on Hybrid Inference by Belief Propagation and Bayesian Filtering
Suha Kwak, Taegyu Lim, Woonhyun Nam, Bohyung Han, Joon H. Han
In ICCV 2011
[PDF]
  Moving Object Segmentation in Mobile Camera
Taegyu Lim, Joon H. Han
In IPIU 2012
  Moving Object Segmentation in Mobile Vision System
Hwang Ryul Yu, Taegyu Lim, Seung Hyun Lim, and Joon H. Han
In ICROS 2011
  Moving Object Segmentation using Adaptive Intensity Correction Model
Taegyu Lim, Joon H. Han
In IPIU 2008
  Core-based Clustering Method for Transcription Factor Binding Sites
Taegyu Lim, Joon H. Han
In the 1st Korean-New Zealand Joint Workshop on Advance of Computational Intelligence Methods and Application 2006

Patents

  • Real-world based 3D Portal Community Server
    Korea Patent, P20070069355, 2007.
  • Photographing Device for Making a Composion Image and Method Thereof
    Korea Patent, P20120157065, 2013.
  • Converting Devide for Converting 2-Dimensional Image to 3-Dimensional Image and Method for Controlling thereof
    Korea Patent, P20130038630, 2013.
  • Simultaneous Pose Tracking and Segmentation in Moving Camera
    Korea Patent, P20130087089, 2013.

Certification

  • Object Segmentation and Tracking Software
    Taegyu Lim, Joon H. Han
    No.2008-01-262-010226, December, 2008, Korea

Invited Talks and Presentations

  • Background Subtraction in a Dynamic Camera
    Vadas, 2012.03.30
  • Generalized Background Subtraction and Its Application
    Samsung, 2012.06.30
  • Social Media Processing: Industry Trends
    The Institute of Electronics Engineers of Korea, 2013.07.04

Teaching Experience

  • CSED 103: Introduction to Programming, Spring 2009
  • EECE 800B: Computer Science Colloquium B, Fall 2004
  • CSED 499: Senior Project, Fall 2004
  • CSED 191: Introduction to Computer Science Study, Fall 2004

Industrial Research Experience

  • Development of Computational Photography Technologies for Image and Video Contents, 2008 - 2012
  • Human Detection and Tracking with Occlusion Handling, 2011
  • A Study on Image Analysis Techniques for Distributed Smart Camera Environment, 2010
  • Pedestrian Detection and Tracking from Surveillance Videos, 2010
  • Development of Video Analysis Algorithms, 2009
  • Advanced Algorithm for Moving Object Detection, 2008
  • Moving Object Detection for Visual Surveillance, 2007
  • Development of Moving Object Tracking, 2007
  • Development of Background Modeling in Video, 2006
  • Development of Information Technology for Peptidome Analysis and Peptidome Database, 2004 - 2006

Links