DEMC: A Diffusion-Enhanced Mutual Consistency Framework for Cross-Domain Object Detection in Optical and SAR Imagery

Cross-domain object detection from optical to Synthetic Aperture Radar (SAR) imagery addresses the challenges of SAR data scarcity and high annotation costs, enabling crucial capabilities for persistent maritime surveillance and reconnaissance. However, the substantial modality gap resulting from di...

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Κύριοι συγγραφείς:	Cheng Luo, Yueting Zhang, Jiayi Guo, Guangyao Zhou, Hongjian You, Peifeng Li, Xia Ning
Μορφή:	Artigo
Γλώσσα:	Inglês
Έκδοση:	MDPI AG 2026-04-01
Σειρά:	Remote Sensing
Θέματα:	unsupervised domain adaptation object detection synthetic aperture radar (SAR) diffusion models mutual consistency learning
Διαθέσιμο Online:	https://www.mdpi.com/2072-4292/18/9/1358
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