Research on Small Face Detection in UAV Command and Control System

Abstract

Small face detection technology was introduced and researched in depth to meet the needs of crowd monitoring in specific scenes and corresponding decision-making in UAV command and control systems. At present, the focus of small face detection research is mainly on general deep neural network object detection algorithms, but there is a lack of relevant research on small face detection in UAV command and control systems. In this study, we analyze the current challenges of UAV small face detection and discuss the research ideas and optimization schemes in the direction of data enhancement and feature enhancement. The cutting-edge algorithm is followed up and the experimental results are verified.