YOLOShipTracker: Tracking ships in SAR images using lightweight YOLOv8

YOLOShipTracker: Tracking ships in SAR images using lightweight YOLOv8

This paper presents a novel approach to tracking ships in Synthetic Aperture Radar (SAR) images based on an improved lightweight YOLOv8 Nano (YOLOv8n), specially devised to improve efficiency without compromising accuracy. In our method, we replaced the heavy backbone and neck of YOLOv8 with HGNetv2...

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Bibliographic Details
Main Authors: Muhammad Yasir, Shanwei Liu, Saied Pirasteh, Mingming Xu, Hui Sheng, Jianhua Wan, Felipe A.P. de Figueiredo, Fernando J. Aguilar, Jonathan Li
Format: Article
Language:English
Published: Elsevier 2024-11-01
Series:International Journal of Applied Earth Observations and Geoinformation
Subjects:
YOLOShipTracker
YOLOv8n
Lightweight model
Ship tracking
Short-time SAR images
Online Access:http://www.sciencedirect.com/science/article/pii/S1569843224004916
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http://www.sciencedirect.com/science/article/pii/S1569843224004916

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