@inproceedings{e46a2269a1474ac7b81397dffe0b2b5a,
title = "A Coarse-to-fine Approach for Fast Super-Resolution with Flexible Magnification",
abstract = "We perform fast single image super-resolution with flexible magnification for natural images. A novel coarse-to-fine super-resolution framework is developed for the magnification that is factorized into a maximum integer component and the quotient. Specifically, our framework is embedded with a light-weight upscale network for super-resolution with the integer scale factor, followed by the fine-grained network to guide interpolation on feature maps as well as to generate the super-resolved image. Compared with the previous flexible magnification super-resolution approaches, the proposed framework achieves a tradeoff between computational complexity and performance. We conduct experiments using the coarse-to-fine framework on the standard benchmarks and demonstrate its superiority in terms of effectiveness and efficiency over previous approaches.",
keywords = "Super-resolution, coarse-to-fine, flexible magnification.",
author = "Zhichao Fu and Tianlong Ma and Liang Xue and Yingbin Zheng and Hao Ye and Liang He",
note = "Publisher Copyright: {\textcopyright} 2021 ACM.; 3rd ACM International Conference on Multimedia in Asia, MMAsia 2021 ; Conference date: 01-12-2021 Through 03-12-2021",
year = "2021",
month = dec,
day = "1",
doi = "10.1145/3469877.3490564",
language = "英语",
series = "ACM International Conference Proceeding Series",
publisher = "Association for Computing Machinery",
booktitle = "Proceedings of the 3rd ACM International Conference on Multimedia in Asia, MMAsia 2021",
address = "美国",
}