An Enhanced Lightweight Convolutional Neural Network for Ship Detection in Maritime Surveillance System

With the extensive application of artificial intelligence, ship detection from optical satellite remote sensing images using deep learning technology can significantly improve detection accuracy. However, the existing methods usually have complex models and huge computations, which makes them diffic...

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Autors principals:	Yifan Yin, Xu Cheng, Fan Shi, Meng Zhao, Guoyuan Li, Shengyong Chen
Format:	Artigo
Idioma:	Inglês
Publicat:	IEEE 2022-01-01
Col·lecció:	IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Matèries:	Attention mechanism depthwise separable convolution (DS-Conv) maritime surveillance system optical satellite remote sensing image pointwise group convolution (G-Conv) ship detection
Accés en línia:	https://ieeexplore.ieee.org/document/9811376/
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