Embedding Non-Local Mean in Squeeze-and-Excitation Network for Single Image Deraining

Images captured in rainy outdoor usually have poor visual quality due to the appearance of raindrops blur or rain streaks in the image. For many practical vision systems, such as autonomous driving and video surveillance, this problem is urgently required to be solved. In this work, a novel network for single image de-raining has been proposed. The proposed network consists of three stages, encoder stage, Dense Non-Local Residual Block (DNLRB)...