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1. 发明申请

US20100111404A1 DYNAMICALLY LEARNING ATTRIBUTES OF A POINT OF SALE OPERATOR 失效
标题翻译：动态点销售操作员的动态学习属性
公开(公告)号：US20100111404A1
公开(公告)日：2010-05-06
申请号：US12261304
申请日：2008-10-30
申请人： Russell P. Bobbitt , Quanfu Fan , Arun Hampapur , Frederik C. M. Kjeldsen , Sharathchandra U. Pankanti , Akira Yanagawa , Yun Zhai
发明人： Russell P. Bobbitt , Quanfu Fan , Arun Hampapur , Frederik C. M. Kjeldsen , Sharathchandra U. Pankanti , Akira Yanagawa , Yun Zhai
IPC分类号： G06K9/66
CPC分类号： G06K9/00771
摘要： An approach that dynamically learns a set of attributes of an operator of a point of sale (POS) is provided. In one embodiment, there is an attribute tool, including an extraction component configured to receive sensor data of a set of moving objects, and extract a set of attributes from each of the set of moving objects captured within the scan area at the POS; an identification component configured to update an appearance model with the set of attributes from each of the set of moving objects; and an analysis component configured to analyze the appearance model to identify at least one of the set of moving objects as an operator of the POS.
摘要翻译：提供了动态学习销售点（POS）的运营商的一组属性的方法。在一个实施例中，存在一种属性工具，包括被配置为接收一组移动对象的传感器数据的提取部件，并且从POS中的扫描区域内捕获的移动对象集合中的每一个提取一组属性; 识别组件，被配置为使用来自所述一组移动对象的所述一组属性来更新外观模型; 以及分析部件，被配置为分析所述外观模型以将所述一组移动对象中的至少一个识别为所述POS的操作者。

2. 发明授权

US08494214B2 Dynamically learning attributes of a point of sale operator 失效
标题翻译：动态学习销售点操作员的属性
公开(公告)号：US08494214B2
公开(公告)日：2013-07-23
申请号：US12261304
申请日：2008-10-30
申请人： Russell P. Bobbitt , Quanfu Fan , Arun Hampapur , Frederik C. M. Kjeldsen , Sharathchandra U. Pankanti , Akira Yanagawa , Yun Zhai
发明人： Russell P. Bobbitt , Quanfu Fan , Arun Hampapur , Frederik C. M. Kjeldsen , Sharathchandra U. Pankanti , Akira Yanagawa , Yun Zhai
IPC分类号： G06K9/00
CPC分类号： G06K9/00771
摘要： An approach that dynamically learns a set of attributes of an operator of a point of sale (POS) is provided. In one embodiment, there is an attribute tool, including an extraction component configured to receive sensor data of a set of moving objects, and extract a set of attributes from each of the set of moving objects captured within the scan area at the POS; an identification component configured to update an appearance model with the set of attributes from each of the set of moving objects; and an analysis component configured to analyze the appearance model to identify at least one of the set of moving objects as an operator of the POS.
摘要翻译：提供了动态学习销售点（POS）的运营商的一组属性的方法。在一个实施例中，存在一种属性工具，包括被配置为接收一组移动对象的传感器数据的提取部件，并且从POS中的扫描区域内捕获的移动对象集合中的每一个提取一组属性; 识别组件，被配置为使用来自所述一组移动对象的所述一组属性来更新外观模型; 以及分析部件，被配置为分析所述外观模型以将所述一组移动对象中的至少一个识别为所述POS的操作者。

3. 发明授权

US07448542B1 Method for detecting a non-scan at a retail checkout station 失效
标题翻译：用于在零售结账台检测非扫描的方法
公开(公告)号：US07448542B1
公开(公告)日：2008-11-11
申请号：US12115238
申请日：2008-05-05
申请人： Russell P. Bobbitt , Myron Flickner , Arun Hampapur , Charles A. Otto , Sharathchandra U. Pankanti , Unsang Park , Akira Yanagawa , Yun Zhai
发明人： Russell P. Bobbitt , Myron Flickner , Arun Hampapur , Charles A. Otto , Sharathchandra U. Pankanti , Unsang Park , Akira Yanagawa , Yun Zhai
IPC分类号： G06K15/00 , G06K7/10 , G06K7/14 , G06Q20/00 , H04N7/18 , H04N9/47 , A63F9/02
CPC分类号： G07G3/006 , G06Q20/208 , G07G1/0054
摘要： A method for detecting a non-scan at a retail checkout station includes detecting the passing of an item across a scanner device of a retail checkout station, obtaining an image of the item passing across the scanner, detecting a scan of an item passing across the scanner to establish a scanned item, and establishing a register associated with the scanned item. A scan occurs if the image of the item passing across the scanner substantially matches the register associated with the scanned item. Conversely, a non-scan is triggered when the image of the item passing across the scanner does not match the register associated with the scanned item.
摘要翻译：一种用于在零售检验站检测非扫描的方法包括检测物品在零售检验台的扫描仪装置上的通过，获得穿过扫描仪的物品的图像，检测穿过扫描仪的物品的扫描扫描仪建立扫描项目，并建立与扫描项目相关联的寄存器。如果通过扫描仪的物品的图像基本上与扫描的物品相关的寄存器匹配，则会发生扫描。相反，当穿过扫描仪的项目的图像与与扫描的项目相关联的寄存器不匹配时，触发非扫描。

4. 发明申请

US20100114802A1 SYSTEM AND METHOD FOR AUTOMATICALLY DISTINGUISHING BETWEEN CUSTOMERS AND IN-STORE EMPLOYEES 失效
标题翻译：客户和内部员工之间自动辨别的系统和方法
公开(公告)号：US20100114802A1
公开(公告)日：2010-05-06
申请号：US12263928
申请日：2008-11-03
申请人： Russell P. Bobbitt , Quanfu Fan , Sharathchandra U. Pankanti , Akira Yanagawa , Yun Zhai
发明人： Russell P. Bobbitt , Quanfu Fan , Sharathchandra U. Pankanti , Akira Yanagawa , Yun Zhai
IPC分类号： G06F15/18 , G06N5/02
CPC分类号： G06N99/005 , G06Q30/06
摘要： An approach that automatically distinguishes between in-store customers and in-store employees is provided. In one embodiment, there is a learning tool configured to construct a model for an in-store employee; and a classifying tool, further comprising matching tool configured to: match attributes between a particular person and the constructed models for an in-store employee, the classifying tool configured to: classify persons into categories of employees and customers based on amount of matching attributes between a particular person and the model for an in-store employee.
摘要翻译：提供了一种自动区分店内客户和店内员工的方法。在一个实施例中，存在用于构建店内员工的模型的学习工具; 以及分类工具，还包括匹配工具，其被配置为：匹配特定人员和所述店内员工的所构建的模型之间的属性，所述分类工具被配置为：基于所述员工和所述客户的类别，一个特定的人和一个店内员工的模型。

5. 发明申请

US20100114617A1 DETECTING POTENTIALLY FRAUDULENT TRANSACTIONS 审中-公开
标题翻译：检测潜在的欺诈交易
公开(公告)号：US20100114617A1
公开(公告)日：2010-05-06
申请号：US12261256
申请日：2008-10-30
申请人： Russell P. Bobbitt , Quanfu Fan , Sharathchandra U. Pankanti , Akira Yanagawa , Yun Zhai
发明人： Russell P. Bobbitt , Quanfu Fan , Sharathchandra U. Pankanti , Akira Yanagawa , Yun Zhai
IPC分类号： G08B31/00 , G06Q10/00
CPC分类号： G08B13/19671 , G06Q20/202 , G06Q20/401 , G06Q30/06 , G06Q40/12
摘要： An approach that detects potentially fraudulent transactions is provided. In one embodiment, there is a fraud detection tool including, an identification component configured to identify a first person present within a zone of interest at a point of sale (POS) device using a set of sensor devices; a transaction component configured to determine whether the POS device has performed a first transaction and a second transaction while the first person is present within the zone of interest at the POS device; an analysis component configured to: analyze a transaction type of the first transaction and the second transaction; and detect whether the second transaction is potentially fraudulent based on a determination of whether the POS device has performed a first transaction and a second transaction while the first person is within the zone of interest at the POS device, and an analysis of the transaction type of the second transaction.
摘要翻译：提供了一种检测潜在欺诈交易的方法。在一个实施例中，存在欺诈检测工具，其包括识别组件，其被配置为使用一组传感器设备来识别在销售点（POS）设备处存在于感兴趣区域内的第一人物; 交易组件，被配置为当所述第一人在所述POS设备的所述感兴趣区域内存在时，确定所述POS设备是否已经执行了第一交易和第二交易; 分析组件，其被配置为：分析所述第一事务和所述第二事务的事务类型; 并且当所述第一人在所述POS设备的所述感兴趣区域内时，基于所述POS设备是否已经执行了第一交易和所述第二交易的确定来检测所述第二交易是否具有潜在的欺诈性，以及所述交易类型的分析第二笔交易。

6. 发明授权

US08694443B2 System and method for automatically distinguishing between customers and in-store employees 失效
标题翻译：用于自动区分客户和店内员工的系统和方法
公开(公告)号：US08694443B2
公开(公告)日：2014-04-08
申请号：US12263928
申请日：2008-11-03
申请人： Russell P. Bobbitt , Quanfu Fan , Sharathchandra U. Pankanti , Akira Yanagawa , Yun Zhai
发明人： Russell P. Bobbitt , Quanfu Fan , Sharathchandra U. Pankanti , Akira Yanagawa , Yun Zhai
IPC分类号： G06F15/18
CPC分类号： G06N99/005 , G06Q30/06
摘要： An approach that automatically distinguishes between in-store customers and in-store employees is provided. In one embodiment, there is a learning tool configured to construct a model for an in-store employee; a matching tool configured to match attributes between a particular person and the constructed models for an in-store employee; and a classifying tool configured to classify persons into categories of employees and customers based on amount of matching attributes between a particular person and the model for an in-store employee.
摘要翻译：提供了一种自动区分店内客户和店内员工的方法。在一个实施例中，存在用于构建店内员工的模型的学习工具; 匹配工具，被配置为匹配特定人员和店内员工的构建模型之间的属性; 以及分类工具，其被配置为基于针对店内员工的特定人与模型之间的匹配属性的数量来将人员分类为雇员和顾客的类别。

7. 发明授权

US07503490B1 Non-scan detect system for a retail checkout station 有权
标题翻译：零售检验站的非扫描检测系统
公开(公告)号：US07503490B1
公开(公告)日：2009-03-17
申请号：US12188365
申请日：2008-08-08
申请人： Russell P. Bobbitt , Myron Flickner , Arun Hampapur , Charles A. Otto , Sharathchandra U. Pankanti , Unsang Park , Akira Yanagawa , Yun Zhai
发明人： Russell P. Bobbitt , Myron Flickner , Arun Hampapur , Charles A. Otto , Sharathchandra U. Pankanti , Unsang Park , Akira Yanagawa , Yun Zhai
IPC分类号： G06K15/00 , G06K7/10
CPC分类号： G07G3/006 , G06Q20/208 , G07G1/0054
摘要： A non-scan detect system for a retail checkout station includes a non-scan detect module. The non-scan detect module, when operated, causes the non-scan detect system to detect the passing of an item across a scanner device of a retail checkout station, determine that the item passing across the scanner device was not registered as a scan, establish a potential non-scanned item based on the item not being registered as a scan, obtain an image of the potential non-scanned item, establish a scanned item based on an item passing across the scanner device being registered as a scan, extract features associated with the scanned item, compare the features associated with the scanned item with the image of the potential non-scanned item, and trigger an actual non-scan if the features of the scanned item do not substantially match the image of the potential non-scanned item.
摘要翻译：用于零售检验台的非扫描检测系统包括非扫描检测模块。非扫描检测模块在操作时使得非扫描检测系统检测物品在零售检验台的扫描仪装置上的通过，确定通过扫描仪装置的物品未被注册为扫描，基于未被注册为扫描的项目建立潜在的非扫描项目，获得潜在未扫描项目的图像，基于通过被注册为扫描的扫描仪设备通过的项目建立扫描项目，提取特征与扫描的项目相关联，将与扫描项目相关联的特征与潜在未扫描项目的图像进行比较，并且如果扫描项目的特征基本上不匹配潜在非扫描项目的图像，则触发实际的非扫描，扫描项目。

8. 发明授权

US09299229B2 Detecting primitive events at checkout 有权
标题翻译：在结帐时检测原始事件
公开(公告)号：US09299229B2
公开(公告)日：2016-03-29
申请号：US12325177
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： H04N7/18 , G07G3/00 , G06Q20/20 , G07G1/00 , G08B13/196 , G06Q20/40 , G07F19/00
CPC分类号： G07G3/00 , G06Q20/203 , G06Q20/206 , G06Q20/208 , G06Q20/4016 , G07F19/20 , G07F19/207 , G07G1/0054 , G07G1/0063 , G07G3/003 , G07G3/006 , G08B13/19613
摘要： Techniques for detecting one or more events are provided. The techniques include identifying one or more segments in a video sequence as one or more candidates for one or more events by a temporal ordering of the one or more candidates, and analyzing one or more motion patterns of the one or more candidates to detect 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。这些技术包括通过一个或多个候选的时间排序将视频序列中的一个或多个片段识别为一个或多个事件的一个或多个候选，以及分析一个或多个候选的一个或多个运动模式以检测一个或更多的事件。

9. 发明授权

US08253831B2 Location-aware event detection 失效
标题翻译：位置感知事件检测
公开(公告)号：US08253831B2
公开(公告)日：2012-08-28
申请号：US12325178
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： 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 one or more 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 one or more regions of interest, applying multiple-instance learning to the video sequence to construct one or more location-aware event models, and applying the models to the video sequence 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一个或多个感兴趣区域来覆盖一个或多个事件的位置，其中每个事件与一个或多个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确定与所述一个或多个事件相关联的一个或多个感兴趣区域。

10. 发明申请

US20100134625A1 LOCATION-AWARE EVENT DETECTION 失效
标题翻译：位置注意事项检测
公开(公告)号：US20100134625A1
公开(公告)日：2010-06-03
申请号：US12325178
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： H04N7/18
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 one or more 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 one or more regions of interest, applying multiple-instance learning to the video sequence to construct one or more location-aware event models, and applying the models to the video sequence 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一个或多个感兴趣区域来覆盖一个或多个事件的位置，其中每个事件与一个或多个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确定与所述一个或多个事件相关联的一个或多个感兴趣区域。

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