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Rain removal system for dynamic scene in diminished reality
Signal, Image and Video Processing ( IF 2.0 ) Pub Date : 2020-01-14 , DOI: 10.1007/s11760-019-01626-x
Damon Shing-Min Liu , Yi-Jhih Chen

Visibility in the rain is poor. Here, we develop a rain removal system for dynamic scene in diminished reality. Our system provides a clear and comfortable view. We apply and extend chromatic prior and explore chromatic pair, dark tail removal and spatial chromatic prior. We design an optimized intuitive alignment to solve moving camera problem. We apply anti-flicker to completely remove drizzle and defocused rain. Benefit from parallel pixel-based chromatic prior, our system has high scalability and extensibility. Our experiments reference numerous videos from prior related works, involving realistic and diverse property of rain, motion of the scene and motion of the camera. The experimental results show a satisfactory rain removal quality, especially for drizzle and defocused rain.

中文翻译:

减少现实中动态场景的除雨系统

雨中能见度很差。在这里,我们为减少现实中的动态场景开发了一个除雨系统。我们的系统提供清晰舒适的视野。我们应用和扩展色度先验并探索色度对、暗尾去除和空间色度先验。我们设计了一种优化的直观对齐方式来解决移动相机问题。我们应用抗闪烁来彻底去除毛毛雨和散焦的雨水。受益于基于并行像素的色度先验,我们的系统具有很高的可扩展性和可扩展性。我们的实验参考了先前相关工作中的大量视频,涉及雨的真实和多样的特性、场景的运动和相机的运动。实验结果表明,除雨质量令人满意,尤其是对于细雨和散焦雨。
更新日期:2020-01-14
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