Abstract: Highlights•We propose a Attention Fusion and Interaction Network (AFINet) for COD.•We design a MAI module to fully utilize the multi-level attention maps.•We design a LBG module to directly fuse the global context and global details cues.•The proposed method performs competitively against the recent methods.
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