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1. 发明授权

US08601494B2 Multi-event type monitoring and searching 有权
标题翻译：多事件类型监控和搜索
公开(公告)号：US08601494B2
公开(公告)日：2013-12-03
申请号：US12013706
申请日：2008-01-14
申请人： Lisa M. Brown , Arun Hampapur , Andrew W. Senior , Chiao-Fe Shu , Yun Zhai
发明人： Lisa M. Brown , Arun Hampapur , Andrew W. Senior , Chiao-Fe Shu , Yun Zhai
IPC分类号： G06F3/00 , G06F9/44 , G06F9/46 , G06F13/00
CPC分类号： G06Q10/10
摘要： 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.
摘要翻译：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

US20090183177A1 MULTI-EVENT TYPE MONITORING AND SEARCHING 有权
标题翻译：多事件类型监控和搜索
公开(公告)号：US20090183177A1
公开(公告)日：2009-07-16
申请号：US12013706
申请日：2008-01-14
申请人： Lisa M. Brown , Arun Hampapur , Andrew W. Senior , Chiao-Fe Shu , Yun Zhai
发明人： Lisa M. Brown , Arun Hampapur , Andrew W. Senior , Chiao-Fe Shu , Yun Zhai
IPC分类号： G06F3/00
CPC分类号： G06Q10/10
摘要： 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.
摘要翻译：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。

3. 发明授权

US09342594B2 Indexing and searching according to attributes of a person 有权
标题翻译：根据人的属性进行索引和搜索
公开(公告)号：US09342594B2
公开(公告)日：2016-05-17
申请号：US12260418
申请日：2008-10-29
申请人： Lisa M. Brown , Raymond A. Cooke , Rogerio S. Feris , Arun Hampapur , Frederik C. M. Kjeldsen , Christopher S. Milite , Stephen R. Russo , Chiao-Fe Shu , Ying-li Tian , Yun Zhai , Zuoxuan Lu
发明人： Lisa M. Brown , Raymond A. Cooke , Rogerio S. Feris , Arun Hampapur , Frederik C. M. Kjeldsen , Christopher S. Milite , Stephen R. Russo , Chiao-Fe Shu , Ying-li Tian , Yun Zhai , Zuoxuan Lu
IPC分类号： G06F17/00 , G06F17/30 , G06K9/62
CPC分类号： G06F17/30793 , G06K9/6254
摘要： An approach that indexes and searches according to a set of attributes of a person is provided. In one embodiment, there is an extensible indexing and search tool, including an extraction component configured to extract a set of attributes of a person monitored by a set of sensors in a zone of interest. An index component is configured to index each of the set of attributes of the person within an index of an extensible indexing and search tool. A search component is configured to enable a search of the index of the extensible indexing and search tool according to at least one of the set of attributes of the person.
摘要翻译：提供了一种根据人的一组属性进行索引和搜索的方法。在一个实施例中，存在可扩展索引和搜索工具，其包括提取组件，其被配置为提取由感兴趣区域中的一组传感器监视的人的一组属性。索引组件被配置为对可扩展索引和搜索工具的索引内的人的一组属性进行索引。搜索组件被配置为根据人的一组属性中的至少一个来启用对可扩展索引和搜索工具的索引的搜索。

4. 发明申请

US20100106707A1 INDEXING AND SEARCHING ACCORDING TO ATTRIBUTES OF A PERSON 有权
标题翻译：根据个人的特征进行索引和搜索
公开(公告)号：US20100106707A1
公开(公告)日：2010-04-29
申请号：US12260418
申请日：2008-10-29
申请人： Lisa M. Brown , Raymond A. Cooke , Rogerio S. Feris , Arun Hampapur , Frederik C. M. Kjeldsen , Christopher S. Milite , Stephen R. Russo , Chiao-Fe Shu , Ying-li Tian , Yun Zhai , Zuoxuan Lu
发明人： Lisa M. Brown , Raymond A. Cooke , Rogerio S. Feris , Arun Hampapur , Frederik C. M. Kjeldsen , Christopher S. Milite , Stephen R. Russo , Chiao-Fe Shu , Ying-li Tian , Yun Zhai , Zuoxuan Lu
IPC分类号： G06F17/30 , G06F7/00
CPC分类号： G06F17/30793 , G06K9/6254
摘要： An approach that indexes and searches according to a set of attributes of a person is provided. In one embodiment, there is an extensible indexing and search tool, including an extraction component configured to extract a set of attributes of a person monitored by a set of sensors in a zone of interest. An index component is configured to index each of the set of attributes of the person within an index of an extensible indexing and search tool. A search component is configured to enable a search of the index of the extensible indexing and search tool according to at least one of the set of attributes of the person.
摘要翻译：提供了一种根据人的一组属性进行索引和搜索的方法。在一个实施例中，存在可扩展索引和搜索工具，其包括提取组件，其被配置为提取由感兴趣区域中的一组传感器监视的人的一组属性。索引组件被配置为对可扩展索引和搜索工具的索引内的人的一组属性进行索引。搜索组件被配置为根据人的一组属性中的至少一个来启用对可扩展索引和搜索工具的索引的搜索。

5. 发明授权

US08532336B2 Multi-mode video event indexing 有权
公开(公告)号：US08532336B2
公开(公告)日：2013-09-10
申请号：US12857755
申请日：2010-08-17
申请人： Russell P. Bobbitt , Lisa M. Brown , Rogerio S. Feris , Arun Hampapur , Yun Zhai
发明人： Russell P. Bobbitt , Lisa M. Brown , Rogerio S. Feris , Arun Hampapur , Yun Zhai
IPC分类号： G06K9/00
CPC分类号： G06T7/254 , G06K9/00536 , G06K9/00771 , G06K9/4647 , G06K9/6212 , G06T7/20 , G06T7/74 , G06T7/97 , G06T2207/10016 , G06T2207/20224 , G06T2207/30232 , H04N7/18
摘要： Multi-mode video event indexing includes determining a quality of object distinctiveness with respect to images from a video stream input. A high-quality analytic mode is selected from multiple modes and applied to video input images via a hardware device to determine object activity within the video input images if the determined level of detected quality of object distinctiveness meets a threshold level of quality, else a low-quality analytic mode is selected and applied to the video input images via a hardware device to determine object activity within the video input images, wherein the low-quality analytic mode is different from the high-quality analytic mode.

6. 发明申请

US20120045090A1 MULTI-MODE VIDEO EVENT INDEXING 有权
标题翻译：多模式视频活动指标
公开(公告)号：US20120045090A1
公开(公告)日：2012-02-23
申请号：US12857755
申请日：2010-08-17
申请人： Russell P. Bobbitt , Lisa M. Brown , Rogerio S. Feris , Arun Hampapur , Yun Zhai
发明人： Russell P. Bobbitt , Lisa M. Brown , Rogerio S. Feris , Arun Hampapur , Yun Zhai
IPC分类号： G06K9/00
CPC分类号： G06T7/254 , G06K9/00536 , G06K9/00771 , G06K9/4647 , G06K9/6212 , G06T7/20 , G06T7/74 , G06T7/97 , G06T2207/10016 , G06T2207/20224 , G06T2207/30232 , H04N7/18
摘要： Multi-mode video event indexing includes determining a quality of object distinctiveness with respect to images from a video stream input. A high-quality analytic mode is selected from multiple modes and applied to video input images via a hardware device to determine object activity within the video input images if the determined level of detected quality of object distinctiveness meets a threshold level of quality, else a low-quality analytic mode is selected and applied to the video input images via a hardware device to determine object activity within the video input images, wherein the low-quality analytic mode is different from the high-quality analytic mode.
摘要翻译：多模式视频事件索引包括确定相对于来自视频流输入的图像的对象特征的质量。从多种模式中选择高质量的分析模式，并通过硬件设备将视频输入图像应用于视频输入图像，以确定检测到的对象特征质量水平达到阈值质量水平时视频输入图像中的对象活动，否则低通过硬件设备选择质量分析模式并将其应用于视频输入图像，以确定视频输入图像内的对象活动，其中低质量分析模式不同于高质量分析模式。

7. 发明申请

US20090034846A1 HIGH DENSITY QUEUE ESTIMATION AND LINE MANAGEMENT 失效
标题翻译：高密度队列估计和线路管理
公开(公告)号：US20090034846A1
公开(公告)日：2009-02-05
申请号：US11830270
申请日：2007-07-30
申请人： Andrew W. Senior , Yun Zhai
发明人： Andrew W. Senior , Yun Zhai
IPC分类号： G06K9/46
CPC分类号： G06K9/00778
摘要： The present invention is directed to the measurement of attributes of a queue. A method for measuring an attribute of a queue in accordance with an embodiment includes: acquiring a plurality of images of a queue; extracting features from the images of the queue; analyzing the extracted features; and measuring the attribute based on the analysis of the extracted features; wherein the analyzing further comprises analyzing the extracted features at a plurality of successive time points to determine successive correspondences between the extracted features, and wherein the measuring further comprises measuring the attribute based on the successive correspondences
摘要翻译：本发明涉及队列属性的测量。根据实施例的用于测量队列的属性的方法包括：获取队列的多个图像; 从队列的图像中提取特征; 分析提取的特征; 并根据提取的特征的分析来测量属性; 其中所述分析还包括在多个连续时间点分析所提取的特征以确定所提取的特征之间的连续对应，并且其中所述测量还包括基于所述连续对应度来测量所述属性

8. 发明授权

US08638380B2 Location-aware event detection 有权
标题翻译：位置感知事件检测
公开(公告)号：US08638380B2
公开(公告)日：2014-01-28
申请号：US13464328
申请日：2012-05-04
申请人： Russell Patrick Bobbitt , Quanfu Fan , Arun Hampapur , Frederik Kjeldsen , Sharathchandra Umapathirao Pankanti , Akira Yanagawa , Yun Zhai
发明人： Russell Patrick Bobbitt , Quanfu Fan , Arun Hampapur , Frederik Kjeldsen , Sharathchandra Umapathirao Pankanti , Akira Yanagawa , Yun Zhai
IPC分类号： H04N9/083
CPC分类号： G06K9/00342 , G06K9/00711 , G06K9/00771 , G06K9/64
摘要： Techniques for detecting one or more events are provided. The techniques include using multiple overlapping regions of interest on a video sequence to cover a location for one or more events, wherein each event is associated with at least one of the multiple overlapping regions of interest, applying multiple-instance learning to the video sequence to select one or more of the multiple overlapping regions of interest to construct one or more location-aware event models, and applying the models to the video sequence to detect the one or more events and to determine the one or more regions of interest that are associated with the one or more events.
摘要翻译：提供了用于检测一个或多个事件的技术。这些技术包括在视频序列上使用多个重叠感兴趣的区域来覆盖一个或多个事件的位置，其中每个事件与多个重叠的感兴趣区域中的至少一个相关联，将多实例学习应用于视频序列到选择所述多个重叠区域中的一个或多个以构建一个或多个位置感知事件模型，以及将所述模型应用于所述视频序列以检测所述一个或多个事件并且确定所述一个或多个关联区域与一个或多个事件。

9. 发明授权

US07962365B2 Using detailed process information at a point of sale 有权
标题翻译：在销售点使用详细的过程信息
公开(公告)号：US07962365B2
公开(公告)日：2011-06-14
申请号：US12262458
申请日：2008-10-31
申请人： Russell Patrick Bobbitt , Quanfu Fan , Arun Hampapur , Frederik Kjeldsen , Sharathchandra Umapathirao Pankanti , Akira Yanagawa , Yun Zhai
发明人： Russell Patrick Bobbitt , Quanfu Fan , Arun Hampapur , Frederik Kjeldsen , Sharathchandra Umapathirao Pankanti , Akira Yanagawa , Yun Zhai
IPC分类号： G06Q20/00 , G06F17/00
CPC分类号： G07G1/0036 , G06Q20/20 , G06Q20/4016 , G06Q40/12 , G08B13/19613 , G08B13/19671 , G08B13/246
摘要： Techniques for using transactional and visual event information to facilitate loss prevention are provided. The techniques include obtaining video of one or more visual events at a point of sale environment and one or more transaction log entries that correspond to the video, wherein the one or more transaction log entries comprise one or more transactional events, categorizing each event as one of one or more model events, using each categorized event to create a revised transaction log, wherein the revised transaction log comprises a sequence of categorized events, wherein each categorized event is a combination of the one or more transactional events and the one or more visual events, examining the revised transaction log to correct one or more mis-categorizations, if any, and revise one or more model event categories with the one or more corrected mis-categorizations, if any, and using the revised transaction log to facilitate loss prevention.
摘要翻译：提供了使用事务和视觉事件信息来促进损失预防的技术。所述技术包括在销售点环境下获取一个或多个视觉事件的视频以及对应于该视频的一个或多个事务日志条目，其中所述一个或多个事务日志条目包括一个或多个事务事件，将每个事件分类为一个使用每个分类事件来创建经修订的事务日志，其中所述经修订的事务日志包括一系列分类事件，其中每个分类事件是所述一个或多个事务事件和所述一个或多个视觉审查修订的交易日志以纠正一个或多个错误分类（如果有的话），并使用一个或多个更正的错误分类（如果有的话）修改一个或多个模型事件类别，并使用修订的交易日志来促进损失预防。

10. 发明申请

US20100135528A1 ANALYZING REPETITIVE SEQUENTIAL EVENTS 失效
标题翻译：分析重复次序事件
公开(公告)号：US20100135528A1
公开(公告)日：2010-06-03
申请号：US12325176
申请日：2008-11-29
申请人： Russell Patrick Bobbitt , Quanfu Fan , Arun Hampapur , Frederik Kjeldsen , Sharathchandra Umapathirao Pankanti , Akira Yanagawa , Yun Zhai
发明人： Russell Patrick Bobbitt , Quanfu Fan , Arun Hampapur , Frederik Kjeldsen , Sharathchandra Umapathirao Pankanti , Akira Yanagawa , Yun Zhai
IPC分类号： G06K9/00
CPC分类号： G06K9/00342 , G06K9/6296
摘要： Techniques for analyzing one or more sequential events performed by a human actor to evaluate efficiency of the human actor are provided. The techniques include identifying one or more segments in a video sequence as one or more components of one or more sequential events performed by a human actor, integrating the one or more components into one or more sequential events by incorporating a spatiotemporal model and one or more event detectors, and analyzing the one or more sequential events to analyze behavior of the human actor.
摘要翻译：提供了用于分析人类演员执行的一个或多个顺序事件以评估人类演员的效率的技术。这些技术包括将视频序列中的一个或多个片段识别为由人类actor执行的一个或多个顺序事件的一个或多个组件，通过并入时空模型和一个或多个功能将该一个或多个组件集成到一个或多个顺序事件中事件检测器，以及分析一个或多个顺序事件以分析人类行为的行为。

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