Zhen Cheng

Object Detection in Small-Sample Underwater Sonar Images Using Improved YOLOv11

Underwater object detection in sonar images is challenging because of low image resolution, acoustic noise, seabed clutter, weak target boundaries, substantial target-scale variation, and limited labeled data. To address these challenges, we develop an improved You Only Look Once...