YOLO-LDFI: A Lightweight Deformable Feature-Integrated Detector for SAR Ship Detection

A lightweight enhanced detection model named YOLO-LDFI is proposed in this study for ship target detection in SAR images, aiming to improve detection accuracy and deployment efficiency under complex maritime environments. Based on YOLOv11n, the model incorporates four architectural improvements in a...

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Bibliographic Details

Published in:	Journal of Marine Science and Engineering
Main Authors:	Wendong Bao, Shuoying Chen, Jiansen Zhao, Xinyue Lin
Format:	Article
Language:	English
Published:	MDPI AG 2025-09-01
Subjects:	YOLOv11 SAR image ship detection ship tracking
Online Access:	https://www.mdpi.com/2077-1312/13/9/1724