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Object detection using motion or sound sensing.

机译:使用运动或声音感应进行物体检测。

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摘要

The main purpose of this work is to implement a new framework for the detection of activities based on the temporal difference method. This system mainly consists of a unique interface with an integrated camera and microphone, for the purpose of monitoring moving objects and sound respectively. The proposed system also detracts one common flaw in motion detection based on the frame differencing technique, with the fusion of background subtraction technique and frame difference method. With the ever increasingly heightened sense of safety consciousness in today's society, video surveillance systems have been widely used in several fields, such as military affairs, public space security monitoring, and even in some private homes. The detection of the occurrence of activities is the most basic and important part of video surveillance systems, as such its quality and robustness warrant special attention and continuous research. The proposed system was implemented using MATLAB 7.10.0, and the results are found to be effective and robust.
机译:这项工作的主要目的是基于时间差方法实现一个新的活动检测框架。该系统主要由带有集成摄像头和麦克风的独特接口组成,用于分别监视移动物体和声音。该系统还结合了背景减法技术和帧差法,降低了基于帧差分技术的运动检测中的一个常见缺陷。随着当今社会对安全意识的日益增强,视频监视系统已广泛用于军事,公共空间安全监控甚至某些私人住宅等多个领域。活动发生的检测是视频监视系统的最基本和最重要的部分,因此其质量和鲁棒性值得特别关注和不断研究。所提出的系统是使用MATLAB 7.10.0实现的,结果被认为是有效且可靠的。

著录项

  • 作者

    Muriki, Harikrishna.;

  • 作者单位

    California State University, Long Beach.;

  • 授予单位 California State University, Long Beach.;
  • 学科 Computer Science.
  • 学位 M.Sc.
  • 年度 2011
  • 页码 75 p.
  • 总页数 75
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

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