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A Lightweight SAR Ship Detection Network Based on Deep Multiscale Grouped Convolution, Network Pruning, and Knowledge Distillation

Deep learning has proven to be highly effective in synthetic aperture radar (SAR) image target detection. However, many latest deep learning models have predominantly focused on increasing depth and size to enhance detection accuracy, often ignoring the balance between accuracy and detection speed,...

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Principais autores: Boyi Hu, Hongxia Miao
Formato: Artigo
Idioma:Inglês
Publicado em: IEEE 2025-01-01
coleção:IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Assuntos:
Acesso em linha:https://ieeexplore.ieee.org/document/10759720/
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