公开(公告)号：US09311615B2

公开(公告)日：2016-04-12

申请号：US12983556

申请日：2011-01-03

申请人： Andrew J. Davenport ,  Wei Shan Dong ,  Frank D. Fenhagen, IV ,  Arun Hampapur ,  Zhong Bo Jiang ,  Jayant R. Kalagnanam ,  Hongfei Li ,  Shilpa N. Mahatma ,  Wei Sun ,  Lexing Xie

发明人： Andrew J. Davenport ,  Wei Shan Dong ,  Frank D. Fenhagen, IV ,  Arun Hampapur ,  Zhong Bo Jiang ,  Jayant R. Kalagnanam ,  Hongfei Li ,  Shilpa N. Mahatma ,  Wei Sun ,  Lexing Xie

IPC分类号： G06Q10/00 ,  G06Q10/06 ,  G06Q99/00

CPC分类号： G06Q10/0631 ,  G06Q10/063 ,  G06Q10/0635 ,  G06Q10/20 ,  G06Q99/00

摘要： An approach for infrastructure asset management is provided. This approach comprises an end-to-end analytics driven maintenance approach that can take data about physical assets and additional external data, and apply advanced analytics to the data to generate business insight, foresight and planning information. Specifically, this approach uses a maintenance analysis tool, which is configured to: receive data about a set of physical assets of an infrastructure, and analyze the data about the set of physical assets to predict maintenance requirements for each of the set of physical assets. The maintenance analysis tool further comprises an output component configured to generate a maintenance plan based on the predicted maintenance requirements for each of the set of physical assets.

公开(公告)号：US09147260B2

公开(公告)日：2015-09-29

申请号：US12972836

申请日：2010-12-20

申请人： Arun Hampapur ,  Jun Li ,  Sharathchandra Pankanti ,  Charles A. Otto

发明人： Arun Hampapur ,  Jun Li ,  Sharathchandra Pankanti ,  Charles A. Otto

IPC分类号： G06T7/20 ,  G03B15/16

CPC分类号： G06T7/207 ,  G03B15/16 ,  G06T7/215 ,  G06T7/223 ,  G06T7/246 ,  G06T7/248 ,  G06T7/254 ,  G06T7/277 ,  G06T2207/10016 ,  G06T2207/20076 ,  G06T2207/30232 ,  G06T2207/30241

摘要： A system and computer program product for performing visual surveillance of one or more moving objects include registering one or more images captured by one or more cameras, wherein registering the one or more images comprises region-based registration of the one or more images in two or more adjacent frames, performing motion segmentation of the one or more images to detect one or more moving objects and one or more background regions in the one or more images, and tracking the one or more moving objects to facilitate visual surveillance of the one or more moving objects.

摘要翻译： 用于执行一个或多个移动物体的视觉监视的系统和计算机程序产品包括登记由一个或多个照相机捕获的一个或多个图像，其中登记一个或多个图像包括基于区域的一个或多个图像的两个或多个图像的注册， 执行所述一个或多个图像的运动分割以检测所述一个或多个图像中的一个或多个移动物体和一个或多个背景区域，以及跟踪所述一个或多个移动物体以促进所述一个或多个图像的视觉监视 移动物体

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。

公开(公告)号：US20130013640A1

公开(公告)日：2013-01-10

申请号：US13179125

申请日：2011-07-08

申请人： Wei Shan Dong ,  Arun Hampapur ,  Zhong Bo Jiang ,  Hongfei Li ,  Xuan Liu ,  Wei Sun

发明人： Wei Shan Dong ,  Arun Hampapur ,  Zhong Bo Jiang ,  Hongfei Li ,  Xuan Liu ,  Wei Sun

IPC分类号： G06F17/30

CPC分类号： G06F17/30241 ,  G06F17/30592

摘要： A system, method and computer program product for mining a rule including spatial information and non-spatial information by using a SAR (Spatial Association Rule) mining tool. The computing system is configured to construct an expanded spatial predicate transaction table for reference spatial objects and a generalized taxonomy for task-relevant spatial objects. The computing system is configured to run the SAR mining tool with the constructed expanded spatial predicate transaction and the generalized taxonomy. The computing system outputs, from the SAR mining tool, a set of generalized spatial association rules for the reference spatial objects. The generalized spatial association rule includes the spatial information and non-spatial information, associated with both the reference spatial objects and the task-relevant spatial objects.

摘要翻译： 一种用于通过使用SAR（空间关联规则）挖掘工具挖掘包括空间信息和非空间信息的规则的系统，方法和计算机程序产品。 计算系统被配置为构建用于参考空间对象的扩展空间谓词事务表和用于任务相关空间对象的广义分类法。 计算系统配置为运行SAR挖掘工具，其中构建了扩展的空间谓词事务和广义分类法。 计算系统从SAR挖掘工具输出一组用于参考空间对象的广义空间关联规则。 广义空间关联规则包括与参考空间对象和任务相关的空间对象相关联的空间信息和非空间信息。

公开(公告)号：US08295545B2

公开(公告)日：2012-10-23

申请号：US12272122

申请日：2008-11-17

申请人： Arun Hampapur ,  Ying-li Tian ,  Yun Zhai

发明人： Arun Hampapur ,  Ying-li Tian ,  Yun Zhai

IPC分类号： G06K9/00

CPC分类号： G06K9/00778 ,  G06T7/251 ,  G06T2207/10016 ,  G06T2207/20081 ,  G06T2207/30196

摘要： An approach that allows for model based people counting is provided. In one embodiment, there is a generating tool configured to generate a set of person-shape models based on results of a cumulative training process; a detecting tool configured to detect persons in a camera field-of-view by using the set of person-shape models, and a counting tool configured to track detected persons upon crossing by the detected persons of a previously established virtual boundary.

摘要翻译： 提供了允许基于模型的人员计数的方法。 在一个实施例中，存在一种生成工具，其被配置为基于累积训练过程的结果生成一组人形模型; 检测工具，其被配置为通过使用所述一组人形模型来检测摄像机视野中的人;以及计数工具，其被配置为在由所检测到的人先前建立的虚拟边界穿过时跟踪检测到的人。

公开(公告)号：US20120257793A1

公开(公告)日：2012-10-11

申请号：US13525905

申请日：2012-06-18

申请人： Lisa Marie Brown ,  Longbin Chen ,  Rogerio Schmidt Feris ,  Arun Hampapur ,  Yun Zhai

发明人： Lisa Marie Brown ,  Longbin Chen ,  Rogerio Schmidt Feris ,  Arun Hampapur ,  Yun Zhai

IPC分类号： G06K9/62

CPC分类号： G06K9/00369 ,  G06K9/00771 ,  G06K9/2081 ,  G06K9/3241 ,  G06K2209/23

摘要： Techniques for classifying one or more objects in at least one video, wherein the at least one video comprises a plurality of frames are provided. One or more objects in the plurality of frames are tracked. A level of deformation is computed for each of the one or more tracked objects in accordance with at least one change in a plurality of histograms of oriented gradients for a corresponding tracked object. Each of the one or more tracked objects is classified in accordance with the computed level of deformation.

摘要翻译： 用于对至少一个视频中的一个或多个对象进行分类的技术，其中所述至少一个视频包括多个帧。 跟踪多个帧中的一个或多个对象。 根据对应的跟踪对象的定向梯度的多个直方图中的至少一个变化来计算一个或多个跟踪对象中的每一个的变形水平。 一个或多个跟踪物体中的每一个根据计算的变形水平进行分类。

公开(公告)号：US08284249B2

公开(公告)日：2012-10-09

申请号：US12054717

申请日：2008-03-25

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： H04N7/18

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。

公开(公告)号：US08243987B2

公开(公告)日：2012-08-14

申请号：US12134267

申请日：2008-06-06

申请人： Arun Hampapur ,  Ying-li Tian

发明人： Arun Hampapur ,  Ying-li Tian

IPC分类号： G06K9/00

CPC分类号： G06K9/00771 ,  G06K9/38

摘要： A solution for monitoring an area uses color histograms and size information (e.g., heights and widths) for blob(s) identified in an image of the area and model(s) for existing object track(s) for the area. Correspondence(s) between the blob(s) and the object track(s) are determined using the color histograms and size information. Information on an object track is updated based on the type of correspondence(s). The solution can process merges, splits and occlusions of foreground objects as well as temporal and spatial fragmentations.

摘要翻译： 用于监测区域的解决方案对于用于该区域的现有对象轨道的区域和模型的图像中识别的斑点使用颜色直方图和尺寸信息（例如，高度和宽度）。 使用颜色直方图和尺寸信息确定斑点和物体轨迹之间的对应关系。 基于对应的类型更新对象轨道的信息。 该解决方案可以处理前景对象的合并，分割和遮挡以及时间和空间分段。

公开(公告)号：US20120130759A1

公开(公告)日：2012-05-24

申请号：US12954051

申请日：2010-11-24

申请人： Andrew J. Davenport ,  Arun Hampapur ,  Shilpa N. Mahatma ,  Lexing Xie

发明人： Andrew J. Davenport ,  Arun Hampapur ,  Shilpa N. Mahatma ,  Lexing Xie

IPC分类号： G06Q10/00 ,  G06F17/30

CPC分类号： G06Q10/0635 ,  G06Q10/0631 ,  G06Q10/20

摘要： A preventative maintenance method and a system for estimating the risk of failure of an asset based on intrinsic parameters such as failure history combined with causative factors like weather and independent external risk factors such as vandalism and risk of flooding. The present invention may further have a system for estimating the risk of failure of an asset based on intrinsic parameters, such as failure history combined with causative factors such as weather and independent external risk factors like vandalism and risk of flooding having a location based asset/service failure risk estimator, an external risk estimates database for feeding and an integrated failure risk database, the external risk estimates database feeding the integrated failure risk database.

摘要翻译： 一种预防性维护方法和一种基于内部参数（如失败历史）与诸如天气和独立外部风险因素（如破坏行为和洪水风险）等因果因素相结合的资产估计风险的系统。 本发明还可以具有用于基于内在参数来估计资产失效风险的系统，诸如故障历史与诸如天气和独立的外部风险因素之类的因果关系，诸如破坏行为和具有基于位置的资产/ 服务失败风险估算器，用于喂养的外部风险估计数据库和综合失败风险数据库，外部风险估算数据库为整合的故障风险数据库提供服务。

公开(公告)号：US08165348B2

公开(公告)日：2012-04-24

申请号：US12272014

申请日：2008-11-17

申请人： Arun Hampapur ,  Ying-li Tian ,  Yun Zhai

发明人： Arun Hampapur ,  Ying-li Tian ,  Yun Zhai

IPC分类号： G06K9/00

CPC分类号： G06K9/00778

摘要： An approach that detects objects crossing a virtual boundary line is provided. Specifically, an object detection tool provides this capability. The object detection tool comprises a boundary component configured to define a virtual boundary line in a video region of interest, and establish a set of ground patch regions surrounding the virtual boundary line. The object detection tool further comprises an extraction component configured to extract a set of attributes from each of the set of ground patch regions, and update a ground patch history model with the set of attributes from each of the set of ground patch regions. An analysis component is configured to analyze the ground patch history model to detect whether an object captured in at least one of the set of ground patch regions is crossing the virtual boundary line in the video region of interest.

摘要翻译： 提供了一种检测跨越虚拟边界线的对象的方法。 具体来说，对象检测工具提供这种能力。 物体检测工具包括被配置为在感兴趣的视频区域中定义虚拟边界线并且建立围绕虚拟边界线的一组接地片区域的边界部件。 物体检测工具还包括提取部件，该提取部件被配置为从所述一组接地片区域中的每一个提取一组属性，并且利用来自所述一组接地片区域中的每一个的所述一组属性来更新地面修补程序历史模型。 分析部件被配置为分析地面贴片历史模型以检测在所述一组接地片区域中的至少一个中捕获的对象是否正在所述感兴趣的视频区域中的虚拟边界线上。