Abstract: Highlights•Capturing multi-scale features and enhancing contextual information, obtaining local modeling and long-range dependency.•Gated aggregation information from different levels, reducing redundant features and loss of informational transmission.•Better rain streaks removal and recovering image details and textures.
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