计算机与现代化Issue(1):51-55,5.DOI:10.3969/j.issn.1006-2475.2018.01.011
基于鬼影判断抑制和局部运动补偿的改进ViBe算法
An Improved ViBe Algorithm Based on Ghost Judgment Suppression and Local Motion Compensation
摘要
Abstract
The traditional ViBe algorithm has a "ghost" phenomenon in the detection of moving targets , and it can't detect the complete result for the target with only local motion .Most improved algorithms can 't determine the types of defects in overcoming the above defects which reduces the performance of the algorithm .Therefore, for the"ghost" phenomenon, this paper uses edge similarity to make"the ghost judgment", then combines the three frame difference method to eliminate ghosting .Aiming at local moving target, this paper proposes a new method to determine the existence of local motion , then the whole moving object is ob-tained by combining the scan line filling algorithm .Experiments show that this algorithm can effectively overcome the defects of"ghost" and local motion , and improve the efficiency and accuracy of the target detection .关键词
ViBe算法/边缘相似性/三帧差分/局部运动/扫描线填充Key words
ViBe algorithm/edge similarity/three frame difference method/local motion/scan line filling分类
信息技术与安全科学引用本文复制引用
章伟明,周武能..基于鬼影判断抑制和局部运动补偿的改进ViBe算法[J].计算机与现代化,2018,(1):51-55,5.基金项目
国家自然科学基金资助项目(61573095) (61573095)