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1. 发明申请

US20080231709A1 SYSTEM AND METHOD FOR MANAGING THE INTERACTION OF OBJECT DETECTION AND TRACKING SYSTEMS IN VIDEO SURVEILLANCE 有权
标题翻译：用于管理视频监控中对象检测和跟踪系统的相互作用的系统和方法
公开(公告)号：US20080231709A1
公开(公告)日：2008-09-25
申请号：US11688524
申请日：2007-03-20
申请人： Lisa M. Brown , Jonathan H. Connell , Arun Hampapur , Sharathchandra U. Pankanti , Andrew W. Senior , Ying-li Tian
发明人： Lisa M. Brown , Jonathan H. Connell , Arun Hampapur , Sharathchandra U. Pankanti , Andrew W. Senior , Ying-li Tian
IPC分类号： H04N5/225
CPC分类号： G06K9/00771 , G06K9/32 , G06T7/20
摘要： A system, method and program product for providing a video surveillance system that enhances object detection by utilizing feedback from a tracking system to an object detection system. A system is provided that includes: a moving object detection system for detecting moving objects in a video input; an object tracking system for tracking a detected moving object in successive time instants; and a tracker feedback system for feeding tracking information from the object tracking system to the moving object detection system to enhance object detection.
摘要翻译：一种用于提供视频监视系统的系统，方法和程序产品，其通过利用从跟踪系统到对象检测系统的反馈来增强对象检测。提供了一种系统，其包括：用于检测视频输入中的移动物体的移动物体检测系统; 用于在连续的时刻跟踪检测到的移动物体的物体跟踪系统; 以及跟踪器反馈系统，用于将跟踪信息从对象跟踪系统馈送到运动对象检测系统以增强对象检测。

2. 发明授权

US08456528B2 System and method for managing the interaction of object detection and tracking systems in video surveillance 有权
标题翻译：用于管理视频监控中物体检测和跟踪系统的相互作用的系统和方法
公开(公告)号：US08456528B2
公开(公告)日：2013-06-04
申请号：US11688524
申请日：2007-03-20
申请人： Lisa M. Brown , Jonathan H. Connell, II , Arun Hampapur , Sharathchandra U. Pankanti , Andrew W. Senior , Ying-li Tian
发明人： Lisa M. Brown , Jonathan H. Connell, II , Arun Hampapur , Sharathchandra U. Pankanti , Andrew W. Senior , Ying-li Tian
IPC分类号： H04N5/232
CPC分类号： G06K9/00771 , G06K9/32 , G06T7/20
摘要： A system, method and program product for providing a video surveillance system that enhances object detection by utilizing feedback from a tracking system to an object detection system. A system is provided that includes: a moving object detection system for detecting moving objects in a video input; an object tracking system for tracking a detected moving object in successive time instants; and a tracker feedback system for feeding tracking information from the object tracking system to the moving object detection system to enhance object detection.
摘要翻译：一种用于提供视频监视系统的系统，方法和程序产品，其通过利用从跟踪系统到对象检测系统的反馈来增强对象检测。提供了一种系统，其包括：用于检测视频输入中的移动物体的移动物体检测系统; 用于在连续的时刻跟踪检测到的移动物体的物体跟踪系统; 以及跟踪器反馈系统，用于将跟踪信息从对象跟踪系统馈送到移动物体检测系统以增强对象检测。

3. 发明授权

US08614744B2 Area monitoring using prototypical tracks 有权
标题翻译：使用原型轨道进行区域监控
公开(公告)号：US08614744B2
公开(公告)日：2013-12-24
申请号：US12176538
申请日：2008-07-21
申请人： Lisa M. Brown , Arun Hampapur , Andrew W. Senior , Chiao-Fe Shu , Ying-li Tian
发明人： Lisa M. Brown , Arun Hampapur , Andrew W. Senior , Chiao-Fe Shu , Ying-li Tian
IPC分类号： H04N7/18 , G08B13/00 , G06K9/00 , G01C23/00
CPC分类号： G08B13/19613
摘要： 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.
摘要翻译：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。

4. 发明申请

US20100013656A1 AREA MONITORING USING PROTOTYPICAL TRACKS 有权
标题翻译：使用原型轨迹进行区域监测
公开(公告)号：US20100013656A1
公开(公告)日：2010-01-21
申请号：US12176538
申请日：2008-07-21
申请人： Lisa M. Brown , Arun Hampapur , Andrew W. Senior , Chiao-Fe Shu , Ying-li Tian
发明人： Lisa M. Brown , Arun Hampapur , Andrew W. Senior , Chiao-Fe Shu , Ying-li Tian
IPC分类号： G08B21/00
CPC分类号： G08B13/19613
摘要： 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.
摘要翻译：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。

5. 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。

6. 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。

7. 发明申请

US20120320269A1 REAL TIME PROCESSING OF VIDEO FRAMES FOR TRIGGERING AN ALERT 有权
标题翻译：用于触发警报的视频框架的实时处理
公开(公告)号：US20120320269A1
公开(公告)日：2012-12-20
申请号：US13597902
申请日：2012-08-29
申请人： Rogerio Schmidt Feris , Arun Hampapur , Zuoxuan Lu , Ying-li Tian
发明人： Rogerio Schmidt Feris , Arun Hampapur , Zuoxuan Lu , Ying-li Tian
IPC分类号： H04N5/04
CPC分类号： G06T7/2053 , G06K9/00711 , G06K9/00718 , G06K9/00771 , G06K9/44 , G06T7/187 , G06T7/194 , G06T7/254 , G06T2207/10016 , G06T2207/10024 , G06T2207/20036 , G06T2207/30232
摘要： A method and system for real time processing of a sequence of video frames. A current frame in the sequence and at least one frame in the sequence occurring prior to the current frame is analyzed. Each frame includes a two-dimensional array of pixels. The sequence of video frames is received in synchronization with a recording of the video frames in real time. The analyzing includes performing a background subtraction on the at least one frame, which determines a background image and a static region mask associated with a static region consisting of a contiguous distribution of pixels in the current frame. The static region mask identifies each pixel in the static region upon the static region mask being superimposed on the current frame. The background image includes the array of pixels and a background model of the at least one frame and does not include any moving object.
摘要翻译：一种用于实时处理视频帧序列的方法和系统。分析序列中的当前帧和在当前帧之前发生的序列中的至少一个帧。每帧包括二维像素阵列。视频帧的序列与视频帧的实时记录同步地被接收。所述分析包括在所述至少一个帧上执行背景减除，其确定与由当前帧中的连续的像素分布组成的静态区域相关联的背景图像和静态区域掩模。当静态区域掩模叠加在当前帧上时，静态区域掩模识别静态区域中的每个像素。背景图像包括像素阵列和至少一个帧的背景模型，并且不包括任何移动物体。

8. 发明申请

US20090244390A1 REAL TIME PROCESSING OF VIDEO FRAMES FOR TRIGGERING AN ALERT 失效
标题翻译：用于触发警报的视频框架的实时处理
公开(公告)号：US20090244390A1
公开(公告)日：2009-10-01
申请号：US12054717
申请日：2008-03-25
申请人： Rogerio Schmidt Feris , Arun Hampapur , Zuoxuan Lu , Ying-li Tian
发明人： Rogerio Schmidt Feris , Arun Hampapur , Zuoxuan Lu , Ying-li Tian
IPC分类号： H04N5/275
CPC分类号： G06T7/2053 , G06K9/00711 , G06K9/00718 , G06K9/00771 , G06K9/44 , G06T7/187 , G06T7/194 , G06T7/254 , G06T2207/10016 , G06T2207/10024 , G06T2207/20036 , G06T2207/30232
摘要： A method for real time processing of a sequence of video frames. The video frames are received in synchronization with a recording of the video frames in real time for triggering an alert. The method is implemented by execution of program code on a processor of a computer system. Each frame includes a two-dimensional array of pixels and a frame-dependent color intensity at each pixel. An algorithm determines whether a static object in a current frame of the video frames is an abandoned object or a removed object. The determined status, the current frame time, the static region, and the static object are stored in a data storage medium of the computer system. An alarm is triggered in response to satisfaction of requirements that include a persistence requirement, a non-persistence duration requirement, and a persistence duration requirement.
摘要翻译：一种用于实时处理视频帧序列的方法。与实时记录视频帧同步地接收视频帧以触发警报。该方法通过在计算机系统的处理器上执行程序代码来实现。每个帧包括像素的二维阵列和每个像素处的依赖于帧的颜色强度。算法确定视频帧的当前帧中的静态对象是否为被放弃的对象或被移除的对象。所确定的状态，当前帧时间，静态区域和静态对象被存储在计算机系统的数据存储介质中。响应满足包括持久性要求，非持久持续时间要求和持续持续时间要求的要求而触发报警。

9. 发明授权

US08107678B2 Detection of abandoned and removed objects in a video stream 有权
标题翻译：在视频流中检测被遗弃和删除的对象
公开(公告)号：US08107678B2
公开(公告)日：2012-01-31
申请号：US12053827
申请日：2008-03-24
申请人： Rogerio Schmidt Feris , Arun Hampapur , Zuoxuan Max Lu , Ying-li Tian
发明人： Rogerio Schmidt Feris , Arun Hampapur , Zuoxuan Max Lu , Ying-li Tian
IPC分类号： G06K9/00
CPC分类号： G06K9/00771 , G06K9/44 , G06T7/254 , G06T2207/10016 , G06T2207/30112
摘要： A method for processing a time-ordered sequence of video frames. The method is implemented by execution of program code on a processor of a computer system. Each frame includes a two-dimensional array of pixels and a frame-dependent color intensity at each pixel. A current frame and at least one frame occurring prior to the current frame in the sequence are analyzed via a background subtraction on the at least one frame to determine a background image and a static region mask associated with a static region. The background subtraction determines an existence of a static object relating to the static region. A status of the static object is determined, the status being either that the static object is an abandoned object or that the static object is a removed object. The determined status is stored in a data storage medium of the computer system.
摘要翻译：一种用于处理视频帧的时间有序序列的方法。该方法通过在计算机系统的处理器上执行程序代码来实现。每个帧包括像素的二维阵列和每个像素处的依赖于帧的颜色强度。通过在至少一个帧上的背景减法来分析在序列中的当前帧之前出现的当前帧和至少一个帧，以确定与静态区域相关联的背景图像和静态区域掩模。背景减法确定与静态区域相关的静态对象的存在。确定静态对象的状态，状态是静态对象是被放弃的对象，或者静态对象是被删除的对象。所确定的状态存储在计算机系统的数据存储介质中。

10. 发明授权

US08934670B2 Real time processing of video frames for triggering an alert 有权
标题翻译：实时处理视频帧以触发警报
公开(公告)号：US08934670B2
公开(公告)日：2015-01-13
申请号：US13597902
申请日：2012-08-29
申请人： Rogerio Schmidt Feris , Arun Hampapur , Zuoxuan Lu , Ying-li Tian
发明人： Rogerio Schmidt Feris , Arun Hampapur , Zuoxuan Lu , Ying-li Tian
IPC分类号： G06K9/00 , G06T7/20
CPC分类号： G06T7/2053 , G06K9/00711 , G06K9/00718 , G06K9/00771 , G06K9/44 , G06T7/187 , G06T7/194 , G06T7/254 , G06T2207/10016 , G06T2207/10024 , G06T2207/20036 , G06T2207/30232
摘要： A method and system for real time processing of a sequence of video frames. A current frame in the sequence and at least one frame in the sequence occurring prior to the current frame is analyzed. Each frame includes a two-dimensional array of pixels. The sequence of video frames is received in synchronization with a recording of the video frames in real time. The analyzing includes performing a background subtraction on the at least one frame, which determines a background image and a static region mask associated with a static region consisting of a contiguous distribution of pixels in the current frame. The static region mask identifies each pixel in the static region upon the static region mask being superimposed on the current frame. The background image includes the array of pixels and a background model of the at least one frame and does not include any moving object.
摘要翻译：一种用于实时处理视频帧序列的方法和系统。分析序列中的当前帧和在当前帧之前发生的序列中的至少一个帧。每帧包括二维像素阵列。视频帧的序列与视频帧的实时记录同步地被接收。所述分析包括在所述至少一个帧上执行背景减除，其确定与由当前帧中的连续的像素分布组成的静态区域相关联的背景图像和静态区域掩模。当静态区域掩模叠加在当前帧上时，静态区域掩模识别静态区域中的每个像素。背景图像包括像素阵列和至少一个帧的背景模型，并且不包括任何移动物体。

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