NTIRE 2019 Challenge on Video Super-Resolution: Methods and Results

Seungjun Nah, Radu Timofte, Shuhang Gu, 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, Xiao Liu, Chao Li, Dongliang He, Yukang Ding, Shilei Wen, Fatih Porikli, Ratheesh Kalarot, Muhammad Haris, Greg Shakhnarovich, Norimichi Ukita, Peng Yi, Zhongyuan Wang, Kui Jiang, Junjun Jiang, Jiayi Ma, Hang Dong, Xinyi Zhang, Zhe Hu, Kwan-Young Kim, Dong Un Kang, Se Young Chun, Kuldeep Purohit, A. N. Rajagopalan, Yapeng Tian, Yulun Zhang, Yun Fu, Chenliang Xu, Ahmet Murat Tekalp, Mustafa Akin Yilmaz, Cansu Korkmaz, Manoj Sharma, Megh Makwana, Anuj Badhwar, Ajay Pratap Singh, Avinash Upadhyay, Rudrabha Mukhopadhyay, Ankit Shukla, Dheeraj Khanna, A. S. Mandal, Santanu Chaudhury, Si Miao, Yongxin Zhu, Xiao Huo

CVPRW 2019 pp. 1985-1995

doi:10.1109/CVPRW.2019.00250 /cvprw/2019/nah2019cvprw-ntire-b/

Abstract

This paper reviews the first NTIRE challenge on video super-resolution (restoration of rich details in low-resolution video frames) with focus on proposed solutions and results. A new REalistic and Diverse Scenes dataset (REDS) was employed. The challenge was divided into 2 tracks. Track 1 employed standard bicubic downscaling setup while Track 2 had realistic dynamic motion blurs. Each competition had 124 and 104 registered participants. There were total 14 teams in the final testing phase. They gauge the state-of-the-art in video super-resolution.

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Cite

Text

Nah et al. "NTIRE 2019 Challenge on Video Super-Resolution: Methods and Results." IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2019. doi:10.1109/CVPRW.2019.00250

Markdown

[Nah et al. "NTIRE 2019 Challenge on Video Super-Resolution: Methods and Results." IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2019.](https://mlanthology.org/cvprw/2019/nah2019cvprw-ntire-b/) doi:10.1109/CVPRW.2019.00250

BibTeX

@inproceedings{nah2019cvprw-ntire-b,
  title     = {{NTIRE 2019 Challenge on Video Super-Resolution: Methods and Results}},
  author    = {Nah, Seungjun and Timofte, Radu and Gu, Shuhang 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 Liu, Xiao and Li, Chao and He, Dongliang and Ding, Yukang and Wen, Shilei and Porikli, Fatih and Kalarot, Ratheesh and Haris, Muhammad and Shakhnarovich, Greg and Ukita, Norimichi and Yi, Peng and Wang, Zhongyuan and Jiang, Kui and Jiang, Junjun and Ma, Jiayi and Dong, Hang and Zhang, Xinyi and Hu, Zhe and Kim, Kwan-Young and Kang, Dong Un and Chun, Se Young and Purohit, Kuldeep and Rajagopalan, A. N. and Tian, Yapeng and Zhang, Yulun and Fu, Yun and Xu, Chenliang and Tekalp, Ahmet Murat and Yilmaz, Mustafa Akin and Korkmaz, Cansu and Sharma, Manoj and Makwana, Megh and Badhwar, Anuj and Singh, Ajay Pratap and Upadhyay, Avinash and Mukhopadhyay, Rudrabha and Shukla, Ankit and Khanna, Dheeraj and Mandal, A. S. and Chaudhury, Santanu and Miao, Si and Zhu, Yongxin and Huo, Xiao},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops},
  year      = {2019},
  pages     = {1985-1995},
  doi       = {10.1109/CVPRW.2019.00250},
  url       = {https://mlanthology.org/cvprw/2019/nah2019cvprw-ntire-b/}
}