PAG-YOLO: A Portable Attention-Guided YOLO Network for Small Ship Detection

PAG-YOLO: A Portable Attention-Guided YOLO Network for Small Ship Detection

The YOLO network has been extensively employed in the field of ship detection in optical images. However, the YOLO model rarely considers the global and local relationships in the input image, which limits the final target prediction performance to a certain extent, especially for small ship targets...

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Bibliographic Details
Main Authors: Jianming Hu, Xiyang Zhi, Tianjun Shi, Wei Zhang, Yang Cui, Shenggang Zhao
Format: Article
Language:English
Published: MDPI AG 2021-08-01
Series:Remote Sensing
Subjects:
YOLO network
attention mechanism
loss function
small ship detection
remote sensing
Online Access:https://www.mdpi.com/2072-4292/13/16/3059

Internet

https://www.mdpi.com/2072-4292/13/16/3059

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