使用行人重识别算法的智能视频监控系统

An Intelligent Monitoring System Using Person Re-Identification Algorithm

为了提高在大量视频监控中寻找目标行人的效率,本文基于行人重识别算法开发了一个智能视频监控系统。该系统使用行人检测算法获取监控视频中的行人图片并裁剪后输入行人重识别算法中,得到行人特征并通过对比来检索行人。经过测试,本系统在6路摄像头下表现良好,能较准确地在视频监控中搜寻目标行人,极大地提高了工作效率。

In order to improve the efficiency of finding target person in video surveillance,an intelligent video surveillance system based on person re-identification algorithm is developed in this paper.The system uses person detection algorithm to obtain images from surveillance videos and cut them out and input them into the person re-identification model.Then the person features are obtained and compared with the pedestrian features in the database for retrieving.After the test,the system performs well under the 6-way camera,and can search the target pedestrian in the video surveillance more accurately,which greatly improves the work efficiency.