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NTIRE 2018 challenge on single image super-resolution: Methods and results

Publication ,  Conference
Timofte, R; Gu, S; Wu, J; Van Gool, L; Zhang, L; Yang, MH; Haris, M; Shakhnarovich, G; Ukita, N; Hu, S; Bei, Y; Hui, Z; Jiang, X; Gu, Y ...
Published in: IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops
December 13, 2018

This paper reviews the 2nd NTIRE challenge on single image super-resolution (restoration of rich details in a low resolution image) with focus on proposed solutions and results. The challenge had 4 tracks. Track 1 employed the standard bicubic downscaling setup, while Tracks 2, 3 and 4 had realistic unknown downgrading operators simulating camera image acquisition pipeline. The operators were learnable through provided pairs of low and high resolution train images. The tracks had 145, 114, 101, and 113 registered participants, resp., and 31 teams competed in the final testing phase. They gauge the state-of-the-art in single image super-resolution.

Duke Scholars

Published In

IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops

DOI

EISSN

2160-7516

ISSN

2160-7508

Publication Date

December 13, 2018

Volume

2018-June

Start / End Page

965 / 976
 

Citation

APA
Chicago
ICMJE
MLA
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Timofte, R., Gu, S., Wu, J., Van Gool, L., Zhang, L., Yang, M. H., … Hu, Y. H. (2018). NTIRE 2018 challenge on single image super-resolution: Methods and results. In IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops (Vol. 2018-June, pp. 965–976). https://doi.org/10.1109/CVPRW.2018.00130
Timofte, R., S. Gu, J. Wu, L. Van Gool, L. Zhang, M. H. Yang, M. Haris, et al. “NTIRE 2018 challenge on single image super-resolution: Methods and results.” In IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2018-June:965–76, 2018. https://doi.org/10.1109/CVPRW.2018.00130.
Timofte R, Gu S, Wu J, Van Gool L, Zhang L, Yang MH, et al. NTIRE 2018 challenge on single image super-resolution: Methods and results. In: IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops. 2018. p. 965–76.
Timofte, R., et al. “NTIRE 2018 challenge on single image super-resolution: Methods and results.” IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, vol. 2018-June, 2018, pp. 965–76. Scopus, doi:10.1109/CVPRW.2018.00130.
Timofte R, Gu S, Wu J, Van Gool L, Zhang L, Yang MH, Haris M, Shakhnarovich G, Ukita N, Hu S, Bei Y, Hui Z, Jiang X, Gu Y, Liu J, Wang Y, Perazzi F, McWilliams B, Sorkine-Hornung A, Sorkine-Hornung O, Schroers C, Yu J, Fan Y, Yang J, Xu N, Wang Z, Wang X, Huang TS, Yu K, Hui TW, Dong C, Lin L, Loy CC, Park D, Kim K, Chun SY, Zhang K, Liu P, Zuo W, Guo S, Xu J, Liu Y, Xiong F, Dong Y, Bai H, Damian A, Ravi N, Menon S, Rudin C, Seo J, Jeon T, Koo J, Jeon S, Kim SY, Choi JS, Ki S, Seo S, Sim H, Kim S, Kim M, Chen R, Zeng K, Guo J, Qu Y, Li C, Ahn N, Kang B, Sohn KA, Yuan Y, Zhang J, Pang J, Xu X, Zhao Y, Deng W, Ul Hussain S, Aadil M, Rahim R, Cai X, Huang F, Xu Y, Michelini PN, Zhu D, Liu H, Kim JH, Lee JS, Huang Y, Qiu M, Jing L, Zeng J, Sharma M, Mukhopadhyay R, Upadhyay A, Koundinya S, Shukla A, Chaudhury S, Zhang Z, Hu YH. NTIRE 2018 challenge on single image super-resolution: Methods and results. IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops. 2018. p. 965–976.

Published In

IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops

DOI

EISSN

2160-7516

ISSN

2160-7508

Publication Date

December 13, 2018

Volume

2018-June

Start / End Page

965 / 976