Ship detection using ensemble deep learning techniques from synthetic aperture radar imagery

Ship detection using ensemble deep learning techniques from synthetic aperture radar imagery

Abstract Synthetic Aperture Radar (SAR) integrated with deep learning has been widely used in several military and civilian applications, such as border patrolling, to monitor and regulate the movement of people and goods across land, air, and maritime borders. Amongst these, maritime borders confro...

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Bibliographic Details
Main Authors: Himanshu Gupta, Om Prakash Verma, Tarun Kumar Sharma, Hirdesh Varshney, Saurabh Agarwal, Wooguil Pak
Format: Article
Language:English
Published: Nature Portfolio 2024-11-01
Series:Scientific Reports
Subjects:
Ensemble learning
Ship detection
Synthetic aperture radar (SAR)
Weighted box fusion
YOLO
Online Access:https://doi.org/10.1038/s41598-024-80239-y
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https://doi.org/10.1038/s41598-024-80239-y

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