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.

该论文回顾了 NTIRE 2024 年低光图像增强挑战，突出了提出的解决方案和结果，旨在发现在处理各种条件时能够生成更明亮、更清晰和更具视觉吸引力结果的有效网络设计或解决方案，包括超高分辨率（4K 及以上）、非均匀照明、逆光、极端黑暗和夜景。这个挑战共有 428 名参与者注册，最终有 22 个团队提交了有效的作品，本文详细评估了低光图像增强领域的最新进展，反映了这一领域的重大进步和创造力。