LCAE-Net combines a fixed local-contrast attention operator with an ECA-style channel attention module in a U-Net, achieving top IoU on three infrared small-target datasets with a compact 1.945M-parameter model.
IEEE Geoscience and Remote Sensing Letters 21, 1–5
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Paying more attention to local contrast: improving infrared small target detection performance via prior knowledge
LCAE-Net combines a fixed local-contrast attention operator with an ECA-style channel attention module in a U-Net, achieving top IoU on three infrared small-target datasets with a compact 1.945M-parameter model.