计算机应用研究2017，Vol.34Issue(5)：1565-1567,1571,4.DOI:10.3969/j.issn.1001-3695.2017.05.064
融合帧差和ViBe的运动目标检测算法
Moving object detection algorithm using ViBe combined with frame-difference
摘要
Abstract
ViBe algorithm is an effective and quick background modeling algorithm.During the moving target detection,the ViBe will produce the ghost and eliminate slowly.In order to solve the problems caused by the execution of ViBe algorithm,this paper proposed an improved algorithm for the traffic video.It judged the ghost pixel by the change of two consecutive frames in time domain,which could speed up the ghost to eliminate.In addition,to solve the noise in the complex background,it applied a morphology post-processing with opening operation and closing operation to remove the noise,then filling the holes in the target zone to highlight the prospect target.Experiments show that the improved algorithm can absorb the ghost quickly and detect the foreground better compared with frame-difference and GMM.关键词
运动目标检测/ViBe算法/帧差法/鬼影消除Key words
moving object detection/ViBe algorithm/frame-difference algorithm/ghost elimination分类
信息技术与安全科学引用本文复制引用
魏洪涛,李瑾,吴细秀..融合帧差和ViBe的运动目标检测算法[J].计算机应用研究,2017,34(5):1565-1567,1571,4.基金项目
国家自然科学基金资助项目(51107093) （51107093）
