The proposed 3D CNN outperforms the classical Bossu detector for surveillance rain detection in matched scenes, but does not generalize to visually different regions of interest.
Rain or snow detection in image sequences through use of a histogram of orientation of streaks
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Is it Raining Outside? Detection of Rainfall using General-Purpose Surveillance Cameras
The proposed 3D CNN outperforms the classical Bossu detector for surveillance rain detection in matched scenes, but does not generalize to visually different regions of interest.