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English(EN) Bidirectional Cross-frequency Domain Interaction Network for UHD Low-Light Image Enhancement

新网络利用双域交互增强超高清低光图像

作者 PulseAugur 编辑部 · [1 个来源] ·

研究人员开发了一种新颖的双向跨频域交互网络（BiFreqNet），用于增强超高清（UHD）低光图像。该网络在变分自编码器框架内集成了双域特征交互（DFI）模块，以改善空间和频域信息。BiFreqNet旨在通过联合利用互补的空间-频率信息以及不同频率下光照与结构细节之间的关系来克服现有方法的局限性，从而实现更一致的光照并减少伪影。 AI

影响 这项新网络有望在从摄影到监控的各种应用中，改善低光照条件下的图像质量。

排序理由 该条目是一篇学术论文，详细介绍了一种新的图像增强技术方法。[lever_c_demoted from research: ic=1 ai=1.0]

在 arXiv cs.CV 阅读 →

AI 生成摘要 · Google Gemini · 来自 1 个来源。 我们如何撰写摘要 →

新网络利用双域交互增强超高清低光图像

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该条目是一篇学术论文，详细介绍了一种新的图像增强技术方法。[lever_c_demoted from research: ic=1 ai=1.0]
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报道来源 [1]

  1. arXiv cs.CV TIER_1 English(EN) · Bo Fu, Hai Chi, Liyan Wang, Shilin Fu, Wei Wang, Kin-Man Lam, Jinshan Pan, Cong Wang ·

    用于超高清低光图像增强的双向跨频域交互网络

    arXiv:2610.33402v1 Announce Type: new Abstract: Existing Ultra-High-Definition (UHD) low-light image enhancement (LLIE) methods typically rely on either spatial- or frequency-domain modeling, or independently process different frequency components for efficient restoration. Howev…

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