4 papers
Rethinking Rainy 3D Scene Reconstruction via Perspective Transforming and Brightness Tuning
Qianfeng Yang, Xiang Chen, Pengpeng Li +3
Rain degrades the visual quality of multi-view images, which are essential for 3D scene reconstruction, resulting in inaccurate and incomplete reconstruction results. Existing data…
SmokeBench: A Real-World Dataset for Surveillance Image Desmoking in Early-Stage Fire Scenes
Wenzhuo Jin, Qianfeng Yang, Xianhao Wu +3
Early-stage fire scenes (0-15 minutes after ignition) represent a crucial temporal window for emergency interventions. During this stage, the smoke produced by combustion significa…
WeatherBench: A Real-World Benchmark Dataset for All-in-One Adverse Weather Image Restoration
Qiyuan Guan, Qianfeng Yang, Xiang Chen +3
Existing all-in-one image restoration approaches, which aim to handle multiple weather degradations within a single framework, are predominantly trained and evaluated using mixed s…
AIM 2025 Challenge on High FPS Motion Deblurring: Methods and Results
George Ciubotariu, Florin-Alexandru Vasluianu, Zhuyun Zhou +44
This paper presents a comprehensive review of the AIM 2025 High FPS Non-Uniform Motion Deblurring Challenge, highlighting the proposed solutions and final results. The objective of…