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Method and system for event detection by multi-scale image invariant analysis

机译:基于多尺度图像不变性分析的事件检测方法及系统

摘要

The present invention is a method and system for detecting scene events in an imaged sequence by analysis of occlusion of user-defined regions of interest in the image. The present invention is based on the multi-scale groups of nearby pixel locations employing contrast functions, a feature that is invariant to changing illumination conditions. The feature allows the classification of each pixel location in the region of interest as occluded or not. Scene events, based on the occlusion of the regions of interest, are defined and subsequently detected in an image sequence. Example applications of this invention are automated surveillance of persons for security, and automated person counting, tracking and aisle-touch detection for market research.
机译:本发明是一种通过分析图像中用户定义的感兴趣区域的遮挡来检测成像序列中的场景事件的方法和系统。本发明基于采用对比度功能的附近像素位置的多尺度组,该对比度功能对于改变照明条件是不变的。该特征允许将感兴趣区域中的每个像素位置分类为是否遮挡。基于感兴趣区域的遮挡,场景事件被定义并随后在图像序列中被检测到。本发明的示例应用是人员的安全自动监视,以及用于市场研究的人员自动计数,跟踪和过道触摸检测。

著录项

  • 公开/公告号US7903141B1

    专利类型

  • 公开/公告日2011-03-08

    原文格式PDF

  • 申请/专利权人 VLADIMIR MARIANO;RAJEEV SHARMA;

    申请/专利号US20060353264

  • 发明设计人 VLADIMIR MARIANO;RAJEEV SHARMA;

    申请日2006-02-14

  • 分类号H04N7/18;G06K9/00;

  • 国家 US

  • 入库时间 2022-08-21 18:07:49

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