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    • 1. 发明授权
    • Multi-event type monitoring and searching
    • 多事件类型监控和搜索
    • US08601494B2
    • 2013-12-03
    • US12013706
    • 2008-01-14
    • Lisa M. BrownArun HampapurAndrew W. SeniorChiao-Fe ShuYun Zhai
    • Lisa M. BrownArun HampapurAndrew W. SeniorChiao-Fe ShuYun Zhai
    • G06F3/00G06F9/44G06F9/46G06F13/00
    • G06Q10/10
    • Multiple event types are monitored for events, and surveillance data is stored for each event. Surveillance data for a primary event of one event type can be presented to a user, and surveillance data for a set of related events corresponding to another event type can be presented based on a set of relatedness criteria and the surveillance data for the primary event. A user can adjust the relatedness criteria to filter/adjust the surveillance data presented for the related event(s). A user interface can enable the user to simultaneously view the surveillance data for both events and adjust the relatedness criteria. In an illustrative application, the invention is utilized to detect fraudulent merchandise returns in a retail store.
    • 监视事件的多个事件类型,并为每个事件存储监视数据。 可以向用户呈现一种事件类型的主要事件的监视数据,并且可以基于一组相关性标准和主事件的监视数据来呈现与另一事件类型相对应的一组相关事件的监视数据。 用户可以调整相关性标准来过滤/调整相关事件所呈现的监视数据。 用户界面可以使用户能够同时查看两个事件的监视数据,并调整相关性标准。 在示例性应用中,本发明用于检​​测零售商店中的欺诈性商品退货。
    • 2. 发明申请
    • MULTI-EVENT TYPE MONITORING AND SEARCHING
    • 多事件类型监控和搜索
    • US20090183177A1
    • 2009-07-16
    • US12013706
    • 2008-01-14
    • Lisa M. BrownArun HampapurAndrew W. SeniorChiao-Fe ShuYun Zhai
    • Lisa M. BrownArun HampapurAndrew W. SeniorChiao-Fe ShuYun Zhai
    • G06F3/00
    • G06Q10/10
    • Multiple event types are monitored for events, and surveillance data is stored for each event. Surveillance data for a primary event of one event type can be presented to a user, and surveillance data for a set of related events corresponding to another event type can be presented based on a set of relatedness criteria and the surveillance data for the primary event. A user can adjust the relatedness criteria to filter/adjust the surveillance data presented for the related event(s). A user interface can enable the user to simultaneously view the surveillance data for both events and adjust the relatedness criteria. In an illustrative application, the invention is utilized to detect fraudulent merchandise returns in a retail store.
    • 监视事件的多个事件类型,并为每个事件存储监视数据。 可以向用户呈现一种事件类型的主要事件的监视数据,并且可以基于一组相关性标准和主事件的监视数据来呈现与另一事件类型相对应的一组相关事件的监视数据。 用户可以调整相关性标准来过滤/调整相关事件所呈现的监视数据。 用户界面可以使用户能够同时查看两个事件的监视数据,并调整相关性标准。 在示例性应用中,本发明用于检​​测零售商店中的欺诈性商品退货。
    • 5. 发明申请
    • AREA MONITORING USING PROTOTYPICAL TRACKS
    • 使用原型轨迹进行区域监测
    • US20100013656A1
    • 2010-01-21
    • US12176538
    • 2008-07-21
    • Lisa M. BrownArun HampapurAndrew W. SeniorChiao-Fe ShuYing-li Tian
    • Lisa M. BrownArun HampapurAndrew W. SeniorChiao-Fe ShuYing-li Tian
    • G08B21/00
    • G08B13/19613
    • A solution for monitoring an area includes using a region schema for the area. The region schema can include a set of prototypical tracks, each of which includes a start location, an end location, and a trajectory. The trajectory comprises an expected path an object will travel between the start location and the end location and can include variation information that defines an amount that an object can vary from the trajectory. The region schema can be generated by obtaining training object tracking data for the area for an initialization time period and evaluating the object tracking data to identify the set of prototypical tracks. While monitoring the area, monitored object tracking data is obtained for a monitored object in the area, and abnormal behavior of the monitored object is identified when the monitored object tracking data for the monitored object does not follow at least one of the set of prototypical tracks in the region schema.
    • 用于监视区域的解决方案包括为区域使用区域模式。 区域模式可以包括一组原型轨道,每个轨道包括起始位置,终点位置和轨迹。 轨迹包括对象将在起始位置和结束位置之间行进的预期路径,并且可以包括定义对象可以从轨迹变化的量的变化信息。 可以通过获取用于初始化时间段的区域的训练对象跟踪数据并且评估对象跟踪数据来识别该组原型轨迹来生成区域模式。 在监视该区域时,为该区域中被监视对象获得被监视对象跟踪数据,并且当监视对象的被监视对象跟踪数据不遵循该组原型轨道中的至少一个时,监视对象的异常行为被识别 在区域模式。
    • 8. 发明授权
    • Area monitoring using prototypical tracks
    • 使用原型轨道进行区域监控
    • US08614744B2
    • 2013-12-24
    • US12176538
    • 2008-07-21
    • Lisa M. BrownArun HampapurAndrew W. SeniorChiao-Fe ShuYing-li Tian
    • Lisa M. BrownArun HampapurAndrew W. SeniorChiao-Fe ShuYing-li Tian
    • H04N7/18G08B13/00G06K9/00G01C23/00
    • G08B13/19613
    • A solution for monitoring an area includes using a region schema for the area. The region schema can include a set of prototypical tracks, each of which includes a start location, an end location, and a trajectory. The trajectory comprises an expected path an object will travel between the start location and the end location and can include variation information that defines an amount that an object can vary from the trajectory. The region schema can be generated by obtaining training object tracking data for the area for an initialization time period and evaluating the object tracking data to identify the set of prototypical tracks. While monitoring the area, monitored object tracking data is obtained for a monitored object in the area, and abnormal behavior of the monitored object is identified when the monitored object tracking data for the monitored object does not follow at least one of the set of prototypical tracks in the region schema.
    • 用于监视区域的解决方案包括为区域使用区域模式。 区域模式可以包括一组原型轨道,每个轨道包括起始位置,终点位置和轨迹。 轨迹包括对象将在起始位置和结束位置之间行进的预期路径,并且可以包括定义对象可以从轨迹变化的量的变化信息。 可以通过获取用于初始化时间段的区域的训练对象跟踪数据并且评估对象跟踪数据来识别该组原型轨迹来生成区域模式。 在监视该区域时,为该区域中被监视对象获得被监视对象跟踪数据,并且当监视对象的被监视对象跟踪数据不遵循该组原型轨道中的至少一个时,监视对象的异常行为被识别 在区域模式。