About

Tae Hyun Kim
Postdoctoral researcher
Max-Planck-Institute for Intelligent Systems, Department of Empirical Inference, Tübingen, Germany 
E-mail: lliger9.at.gmail.com


News
One paper accepted to ICCV
One paper accepted to PAMI
We have one spotlight paper accepted to CVPR 2017.
I've started working as a postdoctoral researcher at MPI Tuebingen.
I will receive distinguished doctoral dissertation award from SNU.
I've successfully defended my thesis. I thank the members of my dissertation committee.
I'll attend the CVPR 2016 Doctoral Consortium in Las Vegas.
Research interests
  • Computer vision
  • Machine learning
  • Computation photography
Publications

-Tae Hyun Kim, Kyoung Mu Lee, Bernhard Schölkopf, Michael Hirsch, "Online Video Deblurring via Dynamic Temporal Blending Network", 

IEEE International Conference on Computer Vision (ICCV), 2017. accepted [pdf]


-Tae Hyun Kim, Seungjun Nah, and Kyoung Mu Lee, “Dynamic Video Deblurring using a Locally Adaptive Linear Blur Model”,

IEEE Trans. Pattern Analysis and Machine Intelligence (PAMI), accepted


-Seungjun Nah, Tae Hyun Kim, and Kyoung Mu Lee, “Deep Multi-scale Convolutional Neural Network for Dynamic Scene Deblurring”,

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017. (Spotlight presentation) [Project Page]


-Byeongjoo Ahn, Tae Hyun Kim, Wonsik Kim, Kyoung Mu Lee, “Occlusion-Aware Video Deblurring with a New Layered Blur Model”,

arXiv:1611.09572, 2016


-Tae Hyun Kim, Seungjun Nah, Kyoung Mu Lee, “Dynamic Scene Deblurring using a Locally Adaptive Linear Blur Model”,

arXiv:1603.04265, 2016


-Tae Hyun Kim and Kyoung Mu Lee, "Generalized Video Deblurring for Dynamic Scenes",

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015. (Oral presentation) [Project Page]


-Tae Hyun Kim and Kyoung Mu Lee, "Segmentation-Free Dynamic Scene Deblurring",

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2014. (Oral presentation)


-Tae Hyun Kim, Byeongjoo Ahn, and Kyoung Mu Lee, "Dynamic Scene Deblurring",

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


-Tae Hyun Kim, Hee Seok Lee, and Kyoung Mu Lee, "Optical Flow via Locally Adaptive Fusion of Complementary Data Costs",

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


Professional Activities
  • Journal reviewer
    • IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)
    • International Journal of Computer Vision (IJCV)
    • IEEE Transactions on Image Processing (TIP)
    • IEEE Transactions on Circuits and Systems for Video Technology (TCSVT)
    • IEEE Signal Processing Letters (SPL)
    • Computer Vision and Image Understanding (CVIU)
    • JVIS, TVCJ
  • Conference reviewer
    • Computer Vision and Pattern Recognition (CVPR)
    • European Conference on Computer Vision (ECCV)
    • International Conference on Computer Vision (ICCV)
    • The Conference and Workshop on Neural Information Processing Systems (NIPS)
Awards
  • 2016.8 Distinguished Dissertation Award from SNU.
  • 2016.6 CVPR 2016 Doctoral Consortium ($800 travel grant)
  • 2015.2 18th Samsung Humantech Thesis Prize ($5,000 cash prize)
  • 2013.2 16th Samsung Humantech Thesis Prize ($2,000 cash prize)