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Received:December 06, 2016
Received:December 06, 2016
中文摘要: 安防场景下,大多数传感器系统(视频、红外、烟雾传感)只能实现单一数据采集、简单处理.提出的移动式智能监控系统以小车为载体,通过对采集视频进行智能分析处理(包括基于背景差分的入侵检测算法和改进的TLD目标跟踪算法),并辅助多传感器模块进行多信息融合协同监控,可以实现入侵检测、移动跟踪监测等功能.实验表明该系统能提供多种终端形式与用户进行友好交互,实现真正的智能安防.
Abstract:In security scenarios, most of the sensor systems (video, infrared, smoke sensor) can only achieve simple single data acquisition and processing. A mobile monitoring system based on video analysis and multi-sensor fusion is proposed with car as a carrier. The collected video is analyzed and processed with proposed algorithms (including the background-difference-based the intrusion detection algorithm and the improved TLD algorithm). With collaborative monitoring from multi-sensor, it can achieve intrusion detection, mobile tracking and monitoring.Experiments show that the system can realize the real intelligence security and user friendly interaction.
keywords: mobile intelligent monitoring intrusion detection multi information fusion automatic tracking
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基金项目:福建省引导项目(2016Y0031);福建省教育厅项目(JA15136);福建师范大学教学改革研究项目(I201602015);福建师范大学2015年省级大学生创新训练计划项目(201510394044);福建省科技厅面上项目(2017J01739)
引用文本:
叶锋,廖茜,汪敏,林贵增,陈超意,林晖.基于视频分析和多传感器融合的移动式监控系统.计算机系统应用,2017,26(8):88-93
YE Feng,LIAO Xi,WANG Min,LIN Gui-Zhen,CHEN Chao-Yi,LIN Hui.Mobile Monitoring System Based on Video Analysis and Multi-Sensor Fusion.COMPUTER SYSTEMS APPLICATIONS,2017,26(8):88-93
叶锋,廖茜,汪敏,林贵增,陈超意,林晖.基于视频分析和多传感器融合的移动式监控系统.计算机系统应用,2017,26(8):88-93
YE Feng,LIAO Xi,WANG Min,LIN Gui-Zhen,CHEN Chao-Yi,LIN Hui.Mobile Monitoring System Based on Video Analysis and Multi-Sensor Fusion.COMPUTER SYSTEMS APPLICATIONS,2017,26(8):88-93