A lightweight YOLO network using temporal features for high-resolution sonar segmentation

IntroductionHigh-resolution sonar systems are critical for underwater robots to obtain precise environmental perception. However, the computational demands of processing sonar imagery in real-time pose significant challenges for autonomous underwater vehicles (AUVs) operating in dynamic environments...

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Bibliographic Details
Main Authors: Sen Gao, Wei Guo, Gaofei Xu, Ben Liu, Yu Sun, Bo Yuan
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-05-01
Series:Frontiers in Marine Science
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Online Access:https://www.frontiersin.org/articles/10.3389/fmars.2025.1581794/full
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