LightKD-SAR: Lightweight Architecture With Knowledge Distillation for High-Performance SAR Object Detection

Synthetic aperture radar (SAR) object detection plays a crucial role in remote sensing applications. However, conventional methods often require high computational and memory costs, limiting their deployment in resource constrained environments. The challenges of SAR imagery such as sparse object di...

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Detalhes bibliográficos

Principais autores:	Zhuang Zhou, Shengyang Li, Yixuan Lv, Shicheng Guo, Han Wang, Jian Yang, Jianing You, Kailun Zhang
Formato:	Artigo
Idioma:	Inglês
Publicado em:	IEEE 2026-01-01
coleção:	IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Assuntos:	Deep learning knowledge distillation lightweight object detection Synthetic aperture radar (SAR)
Acesso em linha:	https://ieeexplore.ieee.org/document/11358415/
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