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English(EN) NTIRE 2025 Challenge on Image Super-Resolution (x4): Methods and Results

NTIRE 挑战赛推动图像超分辨率技术发展

NTIRE 2024 和 2025 年图像超分辨率挑战赛专注于将低分辨率图像放大四倍。2024 年的挑战赛共有 20 支队伍提交参赛作品,主要在 DIV2K 数据集上使用 PSNR 进行评估。2025 年的挑战赛在恢复任务之外,还增加了感知任务,吸引了 25 支队伍,旨在推动图像超分辨率技术的最新进展。 AI

影响 这些挑战赛为图像超分辨率的进展设定了基准,推动了用于图像增强和恢复的 AI 模型的发展。

排序理由 该集群包含两篇 arXiv 论文,详细介绍了 NTIRE 图像超分辨率挑战赛的方法和结果。

在 arXiv cs.CV 阅读 →

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报道来源 [2]

  1. arXiv cs.CV TIER_1 English(EN) · Zheng Chen, Zongwei Wu, Eduard Zamfir, Kai Zhang, Yulun Zhang, Radu Timofte, Xiaokang Yang, Hongyuan Yu, Cheng Wan, Yuxin Hong, Zhijuan Huang, Yajun Zou, Yuan Huang, Jiamin Lin, Bingnan Han, Xianyu Guan, Yongsheng Yu, Daoan Zhang, Xuanwu Yin, Kunlong Zuo… ·

    NTIRE 2024 Challenge on Image Super-Resolution (x4): Methods and Results

    arXiv:2404.09790v2 Announce Type: replace Abstract: This paper reviews the NTIRE 2024 challenge on image super-resolution ($\times$4), highlighting the solutions proposed and the outcomes obtained. The challenge involves generating corresponding high-resolution (HR) images, magni…

  2. arXiv cs.CV TIER_1 English(EN) · Zheng Chen, Kai Liu, Jue Gong, Jingkai Wang, Lei Sun, Zongwei Wu, Radu Timofte, Yulun Zhang, Xiangyu Kong, Xiaoxuan Yu, Hyunhee Park, Suejin Han, Hakjae Jeon, Dafeng Zhang, Hyung-Ju Chun, Donghun Ryou, Inju Ha, Bohyung Han, Lu Zhao, Yuyi Zhang, Pengyu Ya… ·

    NTIRE 2025 Challenge on Image Super-Resolution (x4): Methods and Results

    arXiv:2504.14582v3 Announce Type: replace Abstract: This paper presents the NTIRE 2025 image super-resolution ($\times$4) challenge, one of the associated competitions of the 10th NTIRE Workshop at CVPR 2025. The challenge aims to recover high-resolution (HR) images from low-reso…