Survey of UAV Visual tracking Technology based on Convolutional Neural Networks
Xie Yage · Theory and Practice of Science and Technology · 2025
In this paper, the unmanned aerial vehicle (UAV) based on convolution neural network visual tracking technology has carried on the comprehensive review, including its development course, research status and development trend in the future. Through combing and analyzing therelevant literature, the advantages and disadvantages of different algorithms in UAV visual tracking are summarized, and some research directions worthy of in-depth discussion are proposed. This paper also summarizes and analyzes the current challenges and problems, and discusses how to further improve the performance and stability of UAV visual tracking technology. Finally, the application prospect of UAV visual tracking technology in military and civilian fields is prospected, which provides reference and inspiration for related research and development work.