Open access
Oct 2026
Multi-scale ship detection with high-resolution SAR images based on improved YOLOv8
To improve the detection accuracy of SAR ship targets under complex background clutter, this paper proposes an improved YOLOv8 detection method for SAR ship detection tasks. Three optimization strategies are adopted, including CA attention module, improved DSConv convolution module, and Shape-IoU loss function. A serie...
Dan-Dan Liu, Hao Chen, Jia-Jie Chen et al.
· Frontiers in Marine Science · 0 citations