Seungjun Nah

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Ph. D. candidate
Department of ECE, SNU, Seoul, Korea

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Publications | Datasets | CV


REDS dataset

Image

We provide the REalistic and Dynamic Scenes dataset for video deblurring and super-resolution. Train and validation subsets are publicly available. The dataset can be downloaded by running the python code or clicking the links below. Downloads are available via Google Drive and SNU CVLab server.

download_REDS.py

Google Drive

Type Train Validation Test
Sharp train_sharp val_sharp test_sharp
Blur train_blur val_blur test_blur
Blur + Compression train_blur_comp val_blur_comp test_blur_comp
Low Resolution train_sharp_bicubic val_sharp_bicubic test_sharp_bicubic
Blur + Low Resolution train_blur_bicubic val_blur_bicubic test_blur_bicubic

SNU CVLab Server

Type Train Validation Test
Sharp train_sharp val_sharp test_sharp
Blur train_blur val_blur test_blur
Blur + Compression train_blur_comp val_blur_comp test_blur_comp
Low Resolution train_sharp_bicubic val_sharp_bicubic test_sharp_bicubic
Blur + Low Resolution train_blur_bicubic val_blur_bicubic test_blur_bicubic

Updates

Reference

The REDS dataset was used in the NTIRE 2019 and NTIRE 2020 Challenges. If you find our dataset useful for your research, please consider citing our work:

@InProceedings{Nah_2019_CVPR_Workshops_REDS,
  author = {Nah, Seungjun and Baik, Sungyong and Hong, Seokil and Moon, Gyeongsik and Son, Sanghyun and Timofte, Radu and Lee, Kyoung Mu},
  title = {NTIRE 2019 Challenge on Video Deblurring and Super-Resolution: Dataset and Study},
  booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
  month = {June},
  year = {2019}
}
@InProceedings{Nah_2019_CVPR_Workshops_Deblur,
  author = {Nah, Seungjun and Timofte, Radu and Baik, Sungyong and Hong, Seokil and Moon, Gyeongsik and Son, Sanghyun and Lee, Kyoung Mu},
  title = {NTIRE 2019 Challenge on Video Deblurring: Methods and Results},
  booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
  month = {June},
  year = {2019}
}
@InProceedings{Nah_2019_CVPR_Workshops_SR,
	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},
	title = {NTIRE 2019 Challenge on Video Super-Resolution: Methods and Results},
	booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
	month = {June},
	year = {2019}
}
@InProceedings{Nah_2020_CVPR_Workshops_Deblur,
  author = {Nah, Seungjun and Son, Sanghyun and Timofte, Radu and Lee, Kyoung Mu},
  title = {NTIRE 2020 Challenge on Image and Video Deblurring},
  booktitle = {The IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
  month = {June},
  year = {2020}
}