MSS-Net: a lightweight network incorporating shifted large kernel and multi-path attention for ship detection in remote sensing images

MSS-Net: a lightweight network incorporating shifted large kernel and multi-path attention for ship detection in remote sensing images

For the challenges with nearshore small ship detection in remote sensing images (RSIs) under complex background, a lightweight network called “multi-path attention and shifted large kernel network for ship detection” (briefly called “MSS-Net”) in RSIs is proposed. Firstly, shifted large kernel with...

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Bibliographic Details
Main Authors: Guoqing Zhou, Xiangting Wang, Sheng Liu, Yuefeng Wang, Ertao Gao, Jiangying Wu, Yanling Lu, Linbo Yu, Weiyi Wang, Kun Li
Format: Article
Language:English
Published: Elsevier 2025-09-01
Series:International Journal of Applied Earth Observations and Geoinformation
Subjects:
Remote Sensing
Deep learning
Ship detection
Large kernel
Attention mechanism
Lightweight network
Online Access:http://www.sciencedirect.com/science/article/pii/S1569843225004522
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http://www.sciencedirect.com/science/article/pii/S1569843225004522

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