Design of a Real-Time Moving Target Detection System Based on ZYNQ
XIAO Mingyan
Abstract：Traditional video surveillance systems have the limitations of incomplete target detection and incorrect target detection during real-time moving target detection.Under the requirements of small volume and high real-time performance,this paper proposes a real-time target detection method that combines the dynamic three-frame difference method with the Sobel edge detection algorithm.A system has been designed based on ZYNQ,incorporating modules for video capture,image processing,image buffering,video display,and a target address reading program,which can improve the accuracy and real-time performance of detection.Experiments on CDnet datasets and real-shot scenarios show that the system can effectively and accurately detect real-time moving objects in different scenarios.
Keywords：ZYNQdynamic three-frame difference methodtarget detectionreal-time image processing
Publication Date：2025-03-31
Online Publishing Date：2025-08-15(First online date of this platform, not the publication date of the document)
Pages：6( 48-53 )