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NTIRE 2018 challenge on single image super-resolution: Methods and resultsoa mark
  • Timofte, Radu ;
  • Gu, Shuhang ;
  • Wu, Jiqing ;
  • Van Gool, Luc ;
  • Zhang, Lei ;
  • Yang, Ming Hsuan ;
  • Haris, Muhammad ;
  • Shakhnarovich, Greg ;
  • Ukita, Norimichi ;
  • Hu, Shijia ;
  • Bei, Yijie ;
  • Hui, Zheng ;
  • Jiang, Xiao ;
  • Gu, Yanan ;
  • Liu, Jie ;
  • Wang, Yifan ;
  • Perazzi, Federico ;
  • McWilliams, Brian ;
  • Sorkine-Hornung, Alexander ;
  • Sorkine-Hornung, Olga ;
  • Schroers, Christopher ;
  • Yu, Jiahui ;
  • Fan, Yuchen ;
  • Yang, Jianchao ;
  • Xu, Ning ;
  • Wang, Zhaowen ;
  • Wang, Xinchao ;
  • Huang, Thomas S. ;
  • Wang, Xintao ;
  • Yu, Ke ;
  • Hui, Tak Wai ;
  • Dong, Chao ;
  • Lin, Liang ;
  • Loy, Chen Change ;
  • Park, Dongwon ;
  • Kim, Kwanyoung ;
  • Chun, Se Young ;
  • Zhang, Kai ;
  • Liu, Pengjv ;
  • Zuo, Wangmeng ;
  • Guo, Shi ;
  • Liu, Jiye ;
  • Xu, Jinchang ;
  • Liu, Yijiao ;
  • Xiong, Fengye ;
  • Dong, Yuan ;
  • Bai, Hongliang ;
  • Damian, Alexandru ;
  • Ravi, Nikhil ;
  • Menon, Sachit ;
  • Rudin, Cynthia ;
  • Seo, Junghoon ;
  • Jeon, Taegyun ;
  • Koo, Jamyoung ;
  • Jeon, Seunghyun ;
  • Kim, Soo Ye ;
  • Choi, Jae Seok ;
  • Ki, Sehwan ;
  • Seo, Soomin ;
  • Sim, Hyeonjun ;
  • Kim, Saehun ;
  • Kim, Munchurl ;
  • Chen, Rong ;
  • Zeng, Kun ;
  • Guo, Jinkang ;
  • Qu, Yanyun ;
  • Li, Cuihua ;
  • Ahn, Namhyuk ;
  • Kang, Byungkon ;
  • Sohn, Kyung Ah ;
  • Yuan, Yuan ;
  • Zhang, Jiawei ;
  • Pang, Jiahao ;
  • Xu, Xiangyu ;
  • Zhao, Yan ;
  • Deng, Wei ;
  • Ul Hussain, Sibt ;
  • Aadil, Muneeb ;
  • Rahim, Rafia ;
  • Cai, Xiaowang ;
  • Huang, Fang ;
  • Xu, Yueshu ;
  • Michelini, Pablo Navarrete ;
  • Zhu, Dan ;
  • Liu, Hanwen ;
  • Kim, Jun Hyuk ;
  • Lee, Jong Seok ;
  • Huang, Yiwen ;
  • Qiu, Ming ;
  • Jing, Liting ;
  • Zeng, Jiehang ;
  • Wang, Ying ;
  • Sharma, Manoj ;
  • Mukhopadhyay, Rudrabha ;
  • Upadhyay, Avinash ;
  • Koundinya, Sriharsha ;
  • Shukla, Ankit ;
  • Chaudhury, Santanu ;
  • Zhang, Zhe ;
  • Hu, Yu Hen ;
  • Fu, Lingzhi ;
  • Gonzalez, Juan Luis
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Publication Year
2018-12-13
Journal
IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops
Publisher
IEEE Computer Society
Citation
IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, Vol.2018-June, pp.965-976
Mesh Keyword
Camera imagesDown-scalingHigh resolutionImage super resolutionsLow resolution imagesLower resolutionSingle imagesSuper-resolution restorationSuperresolution methodsTesting phase
All Science Classification Codes (ASJC)
Computer Vision and Pattern RecognitionElectrical and Electronic Engineering
Abstract
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.
Language
eng
URI
https://aurora.ajou.ac.kr/handle/2018.oak/36271
https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85060865838&origin=inward
DOI
https://doi.org/10.1109/cvprw.2018.00130
Journal URL
http://ieeexplore.ieee.org/xpl/conferences.jsp
Type
Conference
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Sohn, Kyung-Ah Image
Sohn, Kyung-Ah손경아
Department of Software and Computer Engineering
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