A Research of object detection on UAVs aerial images
Xiaozhu Xie, Gang Lü · 2021
Object detection has a key application in the field of UAV aerial photography, and its research is of great significance for the expansion of unmanned aerial vehicles (UAVs) application scenarios. In view of the characteristics of UAVs aerial images, the commonly used algorithms in this field are mainly single-stage object detection, which have good performance in balancing detection speed and detection accuracy. In recent years, a series of progress has been made in object detection, and research in the field of UAVs has gradually become hot. This paper describes the research progress of object detection, analyzes the advantages and disadvantages of related algorithms, and lists representative UAVs aerial photography object detection algorithms for introduction and analysis. It is of great significance to the development of object detection in the field of UAVs.