PNAFusion proposes pixel-neighborhood cross-attention and adaptive deformable alignment integrated progressively to boost efficiency and accuracy in multispectral object detection.
Multispectral State- Space Feature Fusion: Bridging Shared and Cross-Parametric Interactions for Object Detection.arXiv2025, arXiv:2507.14643
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Progressive Pixel-Neighborhood Deformable Cross-Attention for Multispectral Object Detection
PNAFusion proposes pixel-neighborhood cross-attention and adaptive deformable alignment integrated progressively to boost efficiency and accuracy in multispectral object detection.