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EMFusionNet: Attention-guided wavelet Mamba for cross-modal fusion in nighttime infrared–visible images
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DOI：10.1016/j.infrared.2025.106323.png)
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Abstract
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• A wavelet transform and Mamba network for nighttime infrared–visible light fusion. • CBAM-based Retinex decomposition enables illumination-invariant feature extraction. • An end-to-end dual-stream Mamba network for frequency component enhancement. • The method shows strong performance in nighttime image enhancement and fusion.
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