LACN: A lightweight attention-guided ConvNeXt network for low-light image enhancement

Published: 01 Jan 2023, Last Modified: 14 Nov 2024Eng. Appl. Artif. Intell. 2023EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•A novel ACM is proposed by introducing the attention mechanism into the ConvNeXt backbone network.•A novel lightweight network LACN is established through both stacking two ACMs and fusing their features.•The designed SKAM effectively extracts both global information and local information.•A feature fusion module is employed to fuse features from different layers to retain abundant color information.
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