Abstract:Recently, deep convolutional neural networks show good effect for single image deraining. These networks always adopt the conventional convolution method to extract features, which may neglect the characteristic of rain streak. A novelty vertical module is proposed to focus on the vertical characteristic of rain streak. Such module uses 1 × X convolution kernel to extract the vertical information of rain streaks and a X × X convolution kernel to keep relative location information. Use this module in the front … Show more
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