高速公路监控视频人工智能分析研究

Research on Artificial Intelligence Analysis of Expressway Surveillance Video

随着高速公路视频监控系统的成熟和完善,大量包含各类高速公路场景的视频数据产生。有效管理和运用这些视频数据,在日常的运营中起着至关重要的作用。而传统的人工监控和视频分析方式效率低下,响应不及时,已经不能满足时代发展需求。文章简述了高速公路监控视频现状,分析了高速公路监控视频人工智能分析的必要性,介绍了常用视频检测分析技术,以及高速公路监控视频人工智能分析的具体应用。

With the maturity and improvement of highway video monitoring systems,a large amount of video data containing various highway scenes has been generated.Effectively managing and utilizing these video data plays a crucial role in daily operations.However,traditional manual monitoring and video analysis methods are no longer able to meet the needs of the times due to their low efficiency and untimely response.The article provides a brief introduction to the current situation of video monitoring and analysis on highways,analyzes the necessity of artificial intelligence analysis for highway monitoring videos,introduces the commonly used technologies of artificial intelligence technology in video analysis,and the specific application of artificial intelligence technology in highway video analysis.