HMS-Net: A Hierarchical Multilabel Fine-Grained Ship Detection Network in Remote Sensing Images

The advent of deep learning has significantly advanced the efficiency and accuracy of fine-grained ship detection in remote sensing images. However, existing methods often rely on flattened label supervision during training, neglecting critical interclass relationships and hierarchical semantic info...

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Bibliographic Details
Main Authors: Yunchao Yang, Zhengning Zhang, Pengming Feng, Yiming Yan, Guangjun He, Shaobo Liu, Pengyong Zhang, Haorao Gao
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
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Online Access:https://ieeexplore.ieee.org/document/11006261/
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