Sercan Külcü

Enhancing Radar PPI-Based Maritime Object Detection Using Hybrid Preprocessing and Deep Learning Approach

A hybrid framework for object detection in maritime radar PPI frames that combines domain-specific preprocessing with deep learning models, focusing on YOLOv8 and YOLOv12s indicates promising improvements in the detection of small and low-contrast objects, contributing to reliable real-time situational awareness for au...