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DMPFDet: An end-to-end deformable mutual-promotion learning network for multispectral visible–infrared fusion detection | Synapse
March 3, 2026
DMPFDet: An end-to-end deformable mutual-promotion learning network for multispectral visible–infrared fusion detection
SZ
Shangpo Zheng
JL
Junfeng Liu
South China University of Technology
JZ
Jun Zeng
Key Points
Detection accuracy improves with the deformable mutual-promotion learning approach, enhancing multispectral imaging.
Key evidence shows an increase in detection performance by up to 25% compared to traditional methods.
Observational analysis utilizes a novel learning network for multispectral visible-infrared fusion detection.
Highlights a potential for significant advancements in imaging technology, indicating further research opportunities.
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Zheng et al. (Wed,) studied this question.
synapsesocial.com/papers/69a75d4fc6e9836116a271d3
https://doi.org/https://doi.org/10.1016/j.neunet.2026.108654