JFRDet aligns infrared and visible features with an explicit affine transformation and illumination-guided fusion, reaching 69.7% mAP50 on the new DVMA benchmark.
Damsdet: Dynamic adaptive multispectral de- tection transformer with competitive query selection and adaptive feature fusion
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Bridging Severe Cross-Modal Misalignment: End-to-End Visible-Infrared Object Detection via Explicit Feature-Domain Affine Registration
JFRDet aligns infrared and visible features with an explicit affine transformation and illumination-guided fusion, reaching 69.7% mAP50 on the new DVMA benchmark.