Tae Hoon Kim

Ph.D. Candidate
Signal Processing Lab., Seoul National University, Korea.
Curriculum Vitae (CV): [pdf]
Email: th33@snu.ac.kr



Major Interests

Interactive Segmentation and Colorization
Unsupervised Object Recognition and Segmentation
Feature Correspondence

Educations

2006.3 ~ : Unified M.S. and Ph.D. in Dept. of Electrical Engineering and Computer Science, Seoul National University, Korea.
1998.3 ~ 2006.2 : B.S. in School of Electrical Engineering, Seoul National University, Korea.

Careers
2002.1 ~ 2005.6 EO Technics Co,Ltd. : DSP-controller design for laser applications

Publications - International Conferences

2010

  • A Unified Probabilistic Approach to Feature Matching and Object Segmentation [pdf]
    Tae Hoon Kim, Kyoung Mu Lee, Sang Uk Lee, The 20th International Conference on Pattern Recognition (ICPR2010), Istanbul, Turkey.

  • Learning Full Pairwise Affinities for Spectral Segmentation [project page]
    Tae Hoon Kim, Kyoung Mu Lee, Sang Uk Lee, The 23th IEEE Conference on Computer Vision and Pattern Recognition (CVPR2010), San Francisco, USA. (Oral presentation, 4.5% acceptance rate)

  • Nonparametric Higher-Order Learning for Interactive Segmentation [project page]
    Tae Hoon Kim, Kyoung Mu Lee, Sang Uk Lee, The 23th IEEE Conference on Computer Vision and Pattern Recognition (CVPR2010), San Francisco, USA. (26.8% acceptance rate)

    2009

  • Edge-Preserving Colorization Using Data-Driven Random Walks with Restart [pdf]
    Tae Hoon Kim, Kyoung Mu Lee, Sang Uk Lee, The 16th IEEE International Conference on Image Processing (ICIP2009), Cairo, Egypt.

  • A Probabilistic Model for Correspondence Problems using Random Walks with Restart [pdf]
    Tae Hoon Kim, Kyoung Mu Lee, Sang Uk Lee, The 9th Asian Conference on Computer Vision (ACCV2009), Xi'an, China.

  • Incorporating Higher-Order Cues in Image Colorization [pdf]
    Tae Hoon Kim, Kyoung Mu Lee, Sang Uk Lee, The 20th British Machine Vision Conference 2009 (BMVC2009), London, United Kingdom.

  • Background Subtraction using Random Walks with Restart [pdf]
    Tae Hoon Kim, Kyoung Mu Lee, Sang Uk Lee, The 12th International Workshop on Advanced Image Technology 2009 (IWAIT2009), Seoul, Korea.

    2008

  • Generative Image Segmentation using Random Walks with Restart [project page]
    Tae Hoon Kim, Kyoung Mu Lee, Sang Uk Lee, The 10th European Conference on Computer Vision 2008 (ECCV2008), Marseille, France.

  • Segment-based Foreground Object Disparity Estimation using ZCam and Multiple-View Stereo
    Tae Hoon Kim, Ho Yub Jung, Kyoung Mu Lee, Sang Uk Lee, The 4th International Conference on Intelligent Information Hiding and Multimedia Signal Processing 2008 (IIHMSP2008), Harbin, China.


    Publications - Domestic Conferences

  • GART (Grey-level Angular Radial Transform)와 DT(distance transform)를 이용한 형상 검색 기법
    윤일동, 이경준, 김태훈, 이상욱, 한국 방송공학회 학술대회 논문집, 2007년 11월

  • 외곽선 추출 기법을 이용한 범주 물체 검출 알고리즘
    김태훈, 이경무, 이상욱, 제 20회 신호처리 합동 학술대회 논문집, 2007년 10월

  • 불완전한 외곽선에서 형상 복원을 이용한 형상 기술자
    윤일동, 김태훈, 제 19회 영상처리 및 이해에 관한 워크샵 논문집, 2007년 2월