Open access
Oct 2026
Object Detection in Small-Sample Underwater Sonar Images Using Improved YOLOv11
The experimental results confirm the improved You Only Look Once version 11 (YOLOv11) framework’s robustness in challenging underwater scenarios and its strong potential for high-precision applications in oceanic exploration, maritime rescue, and surveillance.
Md Nur Islam, Zhen Cheng, Guan-Ying Huo
· Remote Sensing · 0 citations