2025低光图像增强挑战赛总结，762人参与，28支队伍提交方案。
NTIRE 2025 Challenge on Low Light Image Enhancement: Methods and Results
- 汇总28支队伍在低光图像增强中的创新网络设计。
- 参赛者在多样复杂条件下显著提升图像亮度与清晰度。
- 适合关注低光图像处理前沿技术的研究者和开发者。
本文全面回顾了2025年NTIRE低光图像增强（LLIE）挑战赛，重点介绍参赛方案与最终结果。比赛旨在识别在多种复杂条件下能生成更亮、更清晰且视觉吸引人的图像的有效网络。共有762名参与者注册，最终28支团队提交了有效作品。论文系统评估了当前低光图像增强的最先进进展，展示了该领域的显著突破。
原文摘要 · Abstract (English)
This paper presents a comprehensive review of the NTIRE 2025 Low-Light Image Enhancement (LLIE) Challenge, highlighting the proposed solutions and final outcomes. The objective of the challenge is to identify effective networks capable of producing brighter, clearer, and visually compelling images under diverse and challenging conditions. A remarkable total of 762 participants registered for the competition, with 28 teams ultimately submitting valid entries. This paper thoroughly evaluates the state-of-the-art advancements in LLIE, showcasing the significant progress.
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