Preprint
Sep 2026
YOLO12-MambaScan: An Efficient Object Detector with High-Frequency Enhancement and State-Space Modeling
This work proposesours, an aerial-image detector built on the YOLO12 architecture, which combines a triple-path high-frequency enhancement convolution module (TriPathHFConv), receptive-field coordinate-attention convolution (RFCAConv), and a Mamba-based global-context module.
Hao Wang
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