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CLF-YOLOv8:Lightweight Multi-Scale Fusion with Focal Geometric Loss for Real-Time Night Maritime Detection

Zhonghao Wang Xin Liu Changhua Yue Haiwen Yuan

Computers, Materials & Continua2026，Vol.86Issue(2)：P.1667-1689,23.

Computers, Materials & Continua2026，Vol.86Issue(2)：P.1667-1689,23.DOI:10.32604/cmc.2025.071813

CLF-YOLOv8:Lightweight Multi-Scale Fusion with Focal Geometric Loss for Real-Time Night Maritime Detection

Zhonghao Wang ¹Xin Liu ¹Changhua Yue ²Haiwen Yuan³

作者信息

1. Department of Ship and Port Engineering,Shandong Jiaotong University,Weihai,264209,China Department of Intelligent Shipping,Weihai Institute of Marine Information Science and Technology,Weihai,264200,China
2. Department of Naval Architecture and Ocean Engineering,Weihai Ocean Vocational College,Weihai,264209,China
3. Department of Shipping,Wuhan University of Technology,Wuhan,430063,China
折叠

摘要

关键词

Nighttime ship detection/lightweight model/small object detection/BiFPN/LSCSBD-Head/Focal-MPDIoU/YOLOv8

分类

交通工程

引用本文复制引用

Zhonghao Wang,Xin Liu,Changhua Yue,Haiwen Yuan..CLF-YOLOv8:Lightweight Multi-Scale Fusion with Focal Geometric Loss for Real-Time Night Maritime Detection[J].Computers, Materials & Continua,2026,86(2):P.1667-1689,23.

基金项目

the Shandong Provincial Key Research and Development Program(Grant No.2024SFGC0201). （Grant No.2024SFGC0201）

Computers, Materials & Continua

ISSN：1546-2218

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