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SFNet: Hierarchical perception and adaptive test-time training for AI-generated military image detection | Synapse
March 3, 2026
SFNet: Hierarchical perception and adaptive test-time training for AI-generated military image detection
ML
Minyang Li
WM
Wenpeng Mu
YY
Yifan Yuan
Shanghai Jiao Tong University
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Puntos clave
Enhanced military image detection is achieved through a method leveraging hierarchical perception.
Metrics indicate a significant improvement in detection accuracy for AI-generated images.
Assessment using adaptive test-time training techniques shows effectiveness in real-time scenarios.
Highlights the potential for improving military image analysis, but further validation in varied contexts is necessary.
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Cite This Study
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Li et al. (Tue,) studied this question.
synapsesocial.com/papers/69a75a9bc6e9836116a20a62
https://doi.org/https://doi.org/10.1016/j.jvcir.2026.104733