Online Rain/Snow Removal from Surveillance Videos

TMSCSC model: https://github.com/MinghanLi/TMSCSC

OMSCSC model: https://github.com/MinghanLi/OMSCSC

OTMSCSC model: https://github.com/MinghanLi/OTMSCSC

In this section, we evaluate the performance of the proposed models on synthetic and real videos.

Fig.4 Rain streak removal results of all the competing methods on a video with normal rain.

Fig.5 Rain streak removal results of all the competing methods on a video with heavy rain.

Fig.6 snow removal results of all the competing methods on a video with heavy snow.

Fig.7 Rain removal results of all the competing methods on a synthetic dynamic video with heavy rain.

Fig.8 Rain streak removal performance of different methods on a real video captured at night.

Fig.9 Rain streak removal performance of different methods on a real rainy video with complex moving objects.

Fig.10 Snow streak removal performance of different methods on a real poor visibility snow video.

Fig.11 Snow removal results and corresponding snow layers extracted by different methods on a video with dynamic snow.

Fig.12 Snow removal results of all the competing methods on a real video with fast horizontal movement.

Fig.13 Snow removal results of all the competing methods on a hand-held panning video with obvious illumination variation.

Fig.14 Snow removal results for all the competing methods on a real video with scale transformation.

Fig.15 Snow removal results for all compared methods on a real aerial video with complex moving objects.