ML Anthology

NTIRE 2019 Challenge on Video Deblurring: Methods and Results

Seungjun Nah, Radu Timofte, Sungyong Baik, Seokil Hong, Gyeongsik Moon, Sanghyun Son, Kyoung Mu Lee, Xintao Wang, Kelvin C. K. Chan, Ke Yu, Chao Dong, Chen Change Loy, Yuchen Fan, Jiahui Yu, Ding Liu, Thomas S. Huang, Hyeonjun Sim, Munchurl Kim, Dongwon Park, Jisoo Kim, Se Young Chun, Muhammad Haris, Greg Shakhnarovich, Norimichi Ukita, Syed Waqas Zamir, Aditya Arora, Salman H. Khan, Fahad Shahbaz Khan, Ling Shao, Rahul Kumar Gupta, Vishal M. Chudasama, Heena Patel, Kishor P. Upla, Hongfei Fan, Guo Li, Yumei Zhang, Xiang Li, Wenjie Zhang, Qingwen He, Kuldeep Purohit, A. N. Rajagopalan, Jeonghun Kim, Mohammad Tofighi, Tiantong Guo, Vishal Monga
CVPRW 2019 pp. 1974-1984
doi:10.1109/CVPRW.2019.00249 /cvprw/2019/nah2019cvprw-ntire-a/

Abstract

This paper reviews the first NTIRE challenge on video deblurring (restoration of rich details and high frequency components from blurred video frames) with focus on the proposed solutions and results. A new REalistic and Diverse Scenes dataset (REDS) was employed. The challenge was divided into 2 tracks. Track 1 employed dynamic motion blurs while Track 2 had additional MPEG video compression artifacts. Each competition had 109 and 93 registered participants. Total 13 teams competed in the final testing phase. They gauge the state-of-the-art in video deblurring problem.

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Cite

Text

Nah et al. "NTIRE 2019 Challenge on Video Deblurring: Methods and Results." IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2019. doi:10.1109/CVPRW.2019.00249

Markdown

[Nah et al. "NTIRE 2019 Challenge on Video Deblurring: Methods and Results." IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2019.](https://mlanthology.org/cvprw/2019/nah2019cvprw-ntire-a/) doi:10.1109/CVPRW.2019.00249

BibTeX

@inproceedings{nah2019cvprw-ntire-a,
  title     = {{NTIRE 2019 Challenge on Video Deblurring: Methods and Results}},
  author    = {Nah, Seungjun and Timofte, Radu and Baik, Sungyong and Hong, Seokil and Moon, Gyeongsik and Son, Sanghyun and Lee, Kyoung Mu and Wang, Xintao and Chan, Kelvin C. K. and Yu, Ke and Dong, Chao and Loy, Chen Change and Fan, Yuchen and Yu, Jiahui and Liu, Ding and Huang, Thomas S. and Sim, Hyeonjun and Kim, Munchurl and Park, Dongwon and Kim, Jisoo and Chun, Se Young and Haris, Muhammad and Shakhnarovich, Greg and Ukita, Norimichi and Zamir, Syed Waqas and Arora, Aditya and Khan, Salman H. and Khan, Fahad Shahbaz and Shao, Ling and Gupta, Rahul Kumar and Chudasama, Vishal M. and Patel, Heena and Upla, Kishor P. and Fan, Hongfei and Li, Guo and Zhang, Yumei and Li, Xiang and Zhang, Wenjie and He, Qingwen and Purohit, Kuldeep and Rajagopalan, A. N. and Kim, Jeonghun and Tofighi, Mohammad and Guo, Tiantong and Monga, Vishal},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops},
  year      = {2019},
  pages     = {1974-1984},
  doi       = {10.1109/CVPRW.2019.00249},
  url       = {https://mlanthology.org/cvprw/2019/nah2019cvprw-ntire-a/}
}