Design and Implementation of Image Target Tracking Algorithm Based on DSP
In order to accurately detect and locate targets in images,and achieve continuous tracking of targets be-tween consecutive frames,this paper introduces the design and implementation of an image target tracking algorithm based on digital signal processing(DSP).Target tracking is one of the important tasks in the field of computer vision.This article delves into image target tracking technology,studies the theory and implementation process of MeanShift algorithm,as well as the process of using MeanShift algorithm for target tracking.According to the requirements of the design scheme,the overall architecture of combining DSP and FPGA is selected,and the target tracking algorithm is combined with embedded hardware platform.This article adopts the method of"recognition first,tracking later"to achieve target tracking of images.Through experiments,it has been proven that the image target tracking algorithm based on DSP has achieved good results in real-time,accuracy,and stability.
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