Abstract
This paper reviews the NTIRE 2024 low light image enhancement challenge, highlighting the proposed solutions and results. The aim of this challenge is to discover an effective network design or solution capable of generating brighter, clearer, and visually appealing results when dealing with a variety of conditions, including ultra-high resolution (4K and beyond), non-uniform illumination, backlighting, extreme darkness, and night scenes. A notable total of 428 participants registered for the challenge, with 22 teams ultimately making valid submissions. This paper meticulously evaluates the state-of-the-art advancements in enhancing low-light images, reflecting the significant progress and creativity in this field.
Abstract (translated)
本文回顾了NTIRE 2024低光图像增强挑战,重点介绍了所提出的解决方案和结果。该挑战的目标是发现一种有效的网络设计或解决方案,能够在处理各种情况下产生更亮、更清晰、更美观的结果,包括超高清分辨率(4K及更高)、非均匀照明、反光、极度黑暗和夜间场景。值得注意的是,共有428名参与者注册参加挑战,最终有22支队伍提出了有效的参赛作品。本文详细评估了提高低光图像效果的现有技术进步,反映了该领域在进步和创造力方面的重要性。
URL
https://arxiv.org/abs/2404.14248
