Enhancing Mid-Low-Resolution Ship Detection With High-Resolution Feature Distillation

To enhance mid-low-resolution ship detection, existing methods generally use image super-resolution (SR) as a preprocessing step and feed the super-resolved images to the detectors. However, these methods only use high-resolution (HR) images as ground-truth labels to supervise the training of their...

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Veröffentlicht in:	IEEE geoscience and remote sensing letters 2022, Vol.19, p.1-5
Hauptverfasser:	He, Shitian, Zou, Huanxin, Wang, Yingqian, Li, Runlin, Cheng, Fei, Cao, Xu, Li, Meilin
Format:	Artikel
Sprache:	eng
Schlagworte:	Ablation Detection Detectors Distillation Distilling Feature extraction Frameworks High resolution Image enhancement Image resolution Knowledge distillation (KD) Labels Marine vehicles Methods mid–low-resolution images Modules Remote sensing Resolution ship detection Sorting Students super-resolution (SR) Teachers Training
Online-Zugang:	Volltext
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