首页> 外文会议>International Conference on Intelligent and Advanced Systems >Wireless webcam based car burglar detection system
【24h】

Wireless webcam based car burglar detection system

机译:基于无线摄像头的汽车防盗检测系统

获取原文

摘要

This paper presents a wireless webcam based smart visual surveillance system with real-time moving object detection, classification and tracking capabilities for car burglar detection. This image processing based car detection system can handle object detection, classification and tracking in both indoor and outdoor environments. The classification algorithm makes use of the temporal tracking results and the shape of the detected objects to accurately classify objects into classes such as human, human group and vehicle. The purpose of designing a smart surveillance system that is based on the integration of motion detection and visual tracking is to achieve a better performance in helping the security officers to prevent car burglar crimes from escalating. Experimental results show that the proposed car burglar detection algorithm is able to achieve accuracy as high as 96.2% in optimum setting with routine time of 1.28 seconds.
机译:本文提出了一种基于无线网络摄像头的智能视觉监控系统,该系统具有实时的运动目标检测,分类和跟踪功能,可用于汽车防盗检测。这种基于图像处理的汽车检测系统可以在室内和室外环境中进行物体检测,分类和跟踪。分类算法利用时间跟踪结果和检测到的物体的形状将物体准确地分类为人类,人类和车辆等类别。设计基于运动检测和视觉跟踪相结合的智能监视系统的目的是在帮助安保人员防止汽车防盗犯罪升级方面取得更好的表现。实验结果表明,所提出的汽车防盗算法在最佳设置下的常规时间为1.28秒,能够达到高达96.2%的准确率。

著录项

相似文献

  • 外文文献
  • 中文文献
  • 专利
获取原文

客服邮箱:kefu@zhangqiaokeyan.com

京公网安备:11010802029741号 ICP备案号:京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有
  • 客服微信

  • 服务号