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- Yoo, Jaejun
- Lab. of Advanced Imaging Technology
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NTIRE 2017 Challenge on Single Image Super-Resolution: Methods and Results
- Author(s)
- Timofte, R., Agustsson, E., Gool, L.V., Yang, M.-H., Zhang, L., Lim, B., Son, S., Kim, H., Nah, S., Lee, K.M., Wang, X., Tian, Y., Yu, K., Zhang, Y., Wu, S., Dong, C., Lin, L., Qiao, Y., Loy, C.C., Bae, W., Yoo, Jaejun, Han, Y., Ye, J.C., Choi, J.-S., Kim, M., Fan, Y., Yu, J., Han, W., Liu, D., Yu, H., Wang, Z., Shi, H., Huang, T.S., Chen, Y., Zhang, K., Zuo, W., Tang, Z., Luo, L., Li, S., Fu, M., Cao, L., Heng, W., Bui, G., Le, T., Duan, Y., Tao, D., Wang, R., Lin, X., Pang, J., Xu, J., Zhao, Y., Xu, X., Pan, J., Sun, D., Song, X., Dai, Y., Qin, X., Huynh, X.-P., Guo, T., Mousavi, H.S., Vu, T.H., Monga, V., Cruz, C., Egiazarian, K., Katkovnik, V., Mehta, R., Jain, A.K., Agarwalla, A., Praveen, C.V.S., Zhou, R., Wen, H., Zhu, C., Xia, Z., Guo, Q.
- Issued Date
- 2017-07
- Citation
- IEEE Conference on Computer Vision and Pattern Recognition, pp.1110 - 1121
- Abstract
- This paper reviews the first challenge on single image super-resolution (restoration of rich details in an low resolution image) with focus on proposed solutions and results. A new DIVerse 2K resolution image dataset (DIV2K) was employed. The challenge had 6 competitions divided into 2 tracks with 3 magnification factors each. Track 1 employed the standard bicubic downscaling setup, while Track 2 had unknown downscaling operators (blur kernel and decimation) but learnable through low and high res train images. Each competition had b∼100 registered participants and 20 teams competed in the final testing phase. They gauge the state-of-the-art in single image super-resolution.
- Publisher
- IEEE Computer Society
- ISSN
- 2160-7508
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