Research on the moving target detection algorithm of the UAV ground station terminal,ERICDATA高等教育知識庫
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篇名
Research on the moving target detection algorithm of the UAV ground station terminal
並列篇名
Research on the moving target detection algorithm of the UAV ground station terminal
作者 Jinmeng Hou、Zhong Su
英文摘要
In the moving target detection algorithm, a single target detection methods are often unable to meet the actual needs, Therefore, in view of the UAV ground terminal mission requirements of the designated in reconnaissance and scanning mode, based on the traditional moving target detection algorithm, proposed an improved target detection algorithm with an improved frame difference, Gaussian mixture modeling and background subtraction combining. Through three frame difference method to preprocess the image, and then use the difference image to make Gaussian background modeling to realize the adaptive background update. After that, the frame of the video sequence and the background image of Gauss do background subtraction to achieve moving target detection and extraction, which significantly improves the detection effect. Finally through the MATLAB simulation, we achieve the desired effect of moving target detection.
起訖頁 065-074
關鍵詞 background subtraction、gaussian mixture model、moving target detection、three frame difference
刊名 電腦學刊  
期數 201804 (29:2期)
DOI 10.3966/199115992018042902007   複製DOI
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