Whether it can timely detect and prevent “unlicensed flying” of UAV ... classification and detection effect and the generalization ability of the model. Then, based on the transfer learning method, ...

While image-based methods are crucial for UAV detection, radio frequency (RF ... This work introduces a deep-learning-based approach for recognizing and identifying UAVs using their RF emissions.

This approach significantly enhances tassel detection ... condition using UAV imagery and deep learning. This research paves the way for developing intelligent systems based on UAV remote sensing ...