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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Detalhes bibliográficos

Principais autores:	Cheng Luo, Yueting Zhang, Jiayi Guo, Guangyao Zhou, Hongjian You, Peifeng Li, Xia Ning
Formato:	Artigo
Idioma:	Inglês
Publicado em:	MDPI AG 2026-04-01
coleção:	Remote Sensing
Assuntos:	unsupervised domain adaptation object detection synthetic aperture radar (SAR) diffusion models mutual consistency learning
Acesso em linha:	https://www.mdpi.com/2072-4292/18/9/1358
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