Selected Publications

  • Spatio-temporal Transformer Network for Video Restoration

Tae Hyun Kim, Mehdi S. M. Sajjadi, Michael Hirsch, Bernhard Schölkopf

European Conference on Computer Vision (ECCV), 2018. [pdf] [code]

  • Dynamic Video Deblurring using a Locally Adaptive Linear Blur Model

Tae Hyun Kim, Seungjun Nah, Kyoung Mu Lee

IEEE Trans. Pattern Analysis and Machine Intelligence (PAMI), 2018 [pdf]

  • Online Video Deblurring via Dynamic Temporal Blending Network

Tae Hyun Kim, Kyoung Mu Lee, Bernhard Schölkopf, Michael Hirsch,

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

  • Deep Multi-scale Convolutional Neural Network for Dynamic Scene Deblurring

Seungjun Nah, Tae Hyun Kim, Kyoung Mu Lee,

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

  • Occlusion-Aware Video Deblurring with a New Layered Blur Mode

Byeongjoo Ahn, Tae Hyun Kim, Wonsik Kim, Kyoung Mu Lee

arXiv:1611.09572, 2016, [pdf]

  • Generalized Video Deblurring for Dynamic Scenes

Tae Hyun Kim, Kyoung Mu Lee

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

  • Segmentation-Free Dynamic Scene Deblurring

Tae Hyun Kim, Kyoung Mu Lee

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

  • Dynamic Scene Deblurring

Tae Hyun Kim, Byeongjoo Ahn, Kyoung Mu Lee

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

  • Optical Flow via Locally Adaptive Fusion of Complementary Data Costs

Tae Hyun Kim, Hee Seok Lee, Kyoung Mu Lee

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