摘要
信息时代背景下,安防、交通等领域对智能视频监控系统的需求日渐增加。粒子滤波作为一种新型滤波算法,以其自身独特的优势,在视频目标跟踪中得到了广泛应用和普及,但是,粒子滤波算法在实际应用过程中,存在很多不足之处,在很大程度上影响其跟踪效果。本文将对视频目标跟踪算法进行分析和研究,阐述视频序列中基于粒子滤波对运动目标的跟踪,并对粒子滤波算法进行适当改进,旨在为我国相关领域发展提供支持。
Under the background of information age,the demand for intelligent video surveillance system, security,transportation and other areas of increasing.Particle filter is a new filter algorithm,with its own unique advantages,in video target tracking has been widely applied and popularized,however,the particle filter algorithm in the actual application process,there are many shortcomings,the tracking effect to a great extent.In this paper,the analysis and Research on the tracking algorithm for video object tracking,particle filter paper for moving targets based on video sequence,and make some improvement to the particle filter algorithm,which aims to provide support for the development of related industries in china.
出处
《电子测试》
2015年第3X期55-57,共3页
Electronic Test
关键词
视频序列
粒子滤波
运动目标
跟踪
video sequence
moving target tracking
particle filter
