Small object detection in side-scan sonar images based on SOCA-YOLO and image restoration

Small object detection in side-scan sonar images based on SOCA-YOLO and image restoration

Although side-scan sonar can provide wide and high-resolution views of submarine terrain and objects, it suffers from severe interference due to complex environmental noise, variations in sonar configuration (such as frequency, beam pattern, etc.), and the small scale of targets, leading to a high m...

Full description

Saved in:
Bibliographic Details
Main Authors: Xiaodong Cui, Jiale Zhang, Lingling Zhang, Qunfei Zhang, Jing Han
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-04-01
Series:Frontiers in Marine Science
Subjects:
side-scan sonar
image restoration
YOLOv9
attention mechanism
Space-to-Depth Convolution
Online Access:https://www.frontiersin.org/articles/10.3389/fmars.2025.1542832/full
Tags: Add Tag
No Tags, Be the first to tag this record!

Internet

https://www.frontiersin.org/articles/10.3389/fmars.2025.1542832/full

Similar Items