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1. 发明申请

US20080291278A1 Wide-area site-based video surveillance system 审中-公开
标题翻译：广域网站视频监控系统
公开(公告)号：US20080291278A1
公开(公告)日：2008-11-27
申请号：US11397930
申请日：2006-04-05
申请人： Zhong Zhang , Li Yu , Haiying Liu , Paul Brewer , Andrew Chosak , Himaanshu Gupta , Niels Haering , Omar Javed , Alan J. Lipton , Zeeshan Rasheed , W. Andrew Scanlon , Steve Titus , Peter Venetianer , Weihong Yin , Liangyin Yu
发明人： Zhong Zhang , Li Yu , Haiying Liu , Paul Brewer , Andrew Chosak , Himaanshu Gupta , Niels Haering , Omar Javed , Alan J. Lipton , Zeeshan Rasheed , W. Andrew Scanlon , Steve Titus , Peter Venetianer , Weihong Yin , Liangyin Yu
IPC分类号： H04N7/18
CPC分类号： H04N5/76 , G06K9/00771 , G06K9/32 , G06K9/3216 , G08B13/19613 , G08B13/19641 , G08B13/19645 , H04N5/781 , H04N5/85 , H04N5/907 , H04N7/181
摘要： A computer-readable medium contains software that, when read by a computer, causes the computer to perform a method for wide-area site-based surveillance. The method includes receiving surveillance data, including view targets, from a plurality of sensors at a site; synchronizing the surveillance data to a single time source; maintaining a site model of the site, wherein the site model comprises a site map, a human size map, and a sensor network model; analyzing the synchronized data using the site model to determine if the view targets represent a same physical object in the site; creating a map target corresponding to a physical object in the site, wherein the map target includes at least one view target; receiving a user-defined global event of interest, wherein the user-defined global event of interest is based on the site map and based on a set of rules; detecting the user-defined global event of interest in real time based on a behavior of the map target; and responding to the detected event of interest according to a user-defined response to the user-defined global event of interest.
摘要翻译：计算机可读介质包含当由计算机读取时使计算机执行广泛的基于站点的监视的方法的软件。该方法包括从站点的多个传感器接收包括视图目标的监视数据; 将监控数据同步到单个时间源; 维护站点的站点模型，其中站点模型包括站点地图，人口尺寸图和传感器网络模型; 使用站点模型分析同步数据，以确定视图目标是否表示站点中相同的物理对象; 创建与所述站点中的物理对象相对应的地图目标，其中，所述地图目标包括至少一个视图目标; 接收用户定义的感兴趣的全局事件，其中所述用户定义的感兴趣的全局事件基于所述站点映射并且基于一组规则; 基于地图目标的行为来实时检测用户定义的感兴趣的全局事件; 以及根据对用户定义的全局感兴趣事件的用户定义的响应来响应所检测到的感兴趣事件。

2. 发明授权

US07583815B2 Wide-area site-based video surveillance system 有权
标题翻译：广域网站视频监控系统
公开(公告)号：US07583815B2
公开(公告)日：2009-09-01
申请号：US11098579
申请日：2005-04-05
申请人： Zhong Zhang , Li Yu , Haiying Liu , Paul C. Brewer , Andrew J. Chosak , Himaanshu Gupta , Niels Haering , Omar Javed , Alan J. Lipton , Zeeshan Rasheed , Pèter L. Venetianer , Weihong Yin , Liangyin Yu
发明人： Zhong Zhang , Li Yu , Haiying Liu , Paul C. Brewer , Andrew J. Chosak , Himaanshu Gupta , Niels Haering , Omar Javed , Alan J. Lipton , Zeeshan Rasheed , Pèter L. Venetianer , Weihong Yin , Liangyin Yu
IPC分类号： G06K9/00 , H04N5/225
CPC分类号： G06K9/00771 , G08B13/19613 , G08B29/188
摘要： A computer-readable medium contains software that, when read by a computer, causes the computer to perform a method for wide-area site-based surveillance. The method includes receiving surveillance data, including view targets, from a plurality of sensors at a site; synchronizing the surveillance data to a single time source; maintaining a site model of the site, wherein the site model comprises a site map, a human size map, and a sensor network model; analyzing the synchronized data using the site model to determine if the view targets represent a same physical object in the site; creating a map target corresponding to a physical object in the site, wherein the map target includes at least one view target; receiving a user-defined global event of interest, wherein the user-defined global event of interest is based on the site map and based on a set of rules; detecting the user-defined global event of interest in real time based on a behavior of the map target; and responding to the detected event of interest according to a user-defined response to the user-defined global event of interest.
摘要翻译：计算机可读介质包含当由计算机读取时使计算机执行广泛的基于站点的监视的方法的软件。该方法包括从站点的多个传感器接收包括视图目标的监视数据; 将监控数据同步到单个时间源; 维护站点的站点模型，其中站点模型包括站点地图，人口尺寸图和传感器网络模型; 使用站点模型分析同步数据，以确定视图目标是否表示站点中相同的物理对象; 创建与所述站点中的物理对象相对应的地图目标，其中，所述地图目标包括至少一个视图目标; 接收用户定义的感兴趣的全局事件，其中所述用户定义的感兴趣的全局事件基于所述站点映射并且基于一组规则; 基于地图目标的行为来实时检测用户定义的感兴趣的全局事件; 以及根据对用户定义的全局感兴趣事件的用户定义的响应来响应所检测到的感兴趣事件。

3. 发明授权

US08873833B2 System and method for effectively performing a scene representation procedure 有权
标题翻译：用于有效执行场景表示过程的系统和方法
公开(公告)号：US08873833B2
公开(公告)日：2014-10-28
申请号：US13398948
申请日：2012-02-17
申请人： Liangyin Yu , Ming-Chang Liu , Ximin Zhang
发明人： Liangyin Yu , Ming-Chang Liu , Ximin Zhang
IPC分类号： G06K9/00
CPC分类号： G06K9/00718 , G06K9/469
摘要： A system for performing a scene representation procedure includes an image manager that processes source images from a given scene to define subscenes in the source images. The image manager creates an image understanding graph for each of the source images, and also creates a scene representation graph for each of the source images based upon the corresponding subscenes and certain image characteristics. The image manager further generates an integrated scene representation to represent all of the source images with a single representation. A processor of an electronic device controls the image manager to perform the scene representation procedure.
摘要翻译：用于执行场景表示过程的系统包括图像管理器，其处理来自给定场景的源图像以在源图像中定义子信号。图像管理器为每个源图像创建图像理解图，并且还基于相应的子像素和某些图像特征为每个源图像创建场景表示图。图像管理器进一步生成集成的场景表示以用单个表示来表示所有源图像。电子设备的处理器控制图像管理器执行场景表示过程。

4. 发明申请

US20130216138A1 System And Method For Effectively Performing An Image Categorization Procedure 有权
标题翻译：有效执行图像分类程序的系统和方法
公开(公告)号：US20130216138A1
公开(公告)日：2013-08-22
申请号：US13397909
申请日：2012-02-16
申请人： Liangyin Yu , Ming-Chang Liu , Kuang-Man Huang
发明人： Liangyin Yu , Ming-Chang Liu , Kuang-Man Huang
IPC分类号： G06K9/46
CPC分类号： G06K9/6284 , G06K9/00624 , G06K9/4671
摘要： A system for performing an image categorization procedure includes an image manager with a keypoint generator, a support region filter, an orientation filter, and a matching module. The keypoint generator computes initial descriptors for keypoints in a test image. The support region filter and the orientation filter perform respective filtering procedures upon the initial descriptors to produce filtered descriptors. The matching module compares the filtered descriptors to one or more database image sets for categorizing said test image. A processor of an electronic device typically controls the image manager to effectively perform the image categorization procedure.
摘要翻译：用于执行图像分类过程的系统包括具有关键点发生器，支持区域滤波器，取向滤波器和匹配模块的图像管理器。关键点发生器计算测试图像中关键点的初始描述符。支持区域滤波器和取向滤波器对初始描述符执行相应的滤波过程以产生经滤波的描述符。匹配模块将过滤的描述符与一个或多个数据库图像集进行比较，以对所述测试图像进行分类。电子设备的处理器通常控制图像管理器以有效地执行图像分类过程。

5. 发明授权

US08452089B2 System and method for effectively performing an image identification procedure 有权
标题翻译：用于有效执行图像识别程序的系统和方法
公开(公告)号：US08452089B2
公开(公告)日：2013-05-28
申请号：US13065874
申请日：2011-03-31
申请人： Liangyin Yu , Ming-Chang Liu
发明人： Liangyin Yu , Ming-Chang Liu
IPC分类号： G06K9/34
CPC分类号： G06K9/32 , G06K9/3208 , G06K9/3275 , G06K9/36
摘要： A system and method for effectively performing an image identification procedure includes an image matching manager that derives source characteristics for a source image and target characteristics for target images. The image matching manager compares the source characteristics and the target characteristics to determine whether the source image matches any of the target images. The source characteristics and the target characteristics may include color-space characteristics and curve-space characteristics from the respective images. A processor of an electronic device typically controls the image matching manager to effectively perform the image identification procedure.
摘要翻译：用于有效执行图像识别过程的系统和方法包括导出源图像的源特征的图像匹配管理器和目标图像的目标特性。图像匹配管理器比较源特征和目标特征，以确定源图像是否匹配任何目标图像。源特征和目标特征可以包括来自各个图像的颜色空间特性和曲线空间特性。电子设备的处理器通常控制图像匹配管理器以有效地执行图像识别过程。

6. 发明授权

US08792722B2 Hand gesture detection 有权
标题翻译：手势检测
公开(公告)号：US08792722B2
公开(公告)日：2014-07-29
申请号：US12848913
申请日：2010-08-02
申请人： Ming-Chang Liu , Liangyin Yu , Quan Yuan
发明人： Ming-Chang Liu , Liangyin Yu , Quan Yuan
IPC分类号： G06K9/00
CPC分类号： G06K9/00355 , G06K9/4642
摘要： A method for detecting presence of a hand gesture in video frames includes receiving video frames having an original resolution, downscaling the received video frames into video frames having a lower resolution, and detecting a motion corresponding to the predefined hand gesture in the downscaled video frames based on temporal motion information in the downscaled video frames. The method also includes detecting a hand shape corresponding to the predefined hand gesture in a candidate search window within one of the downscaled video frames using a binary classifier. The candidate search window corresponds to a motion region containing the detected motion. The method further includes determining whether the received video frames contain the predefined hand gesture based on the hand shape detection.
摘要翻译：用于检测视频帧中的手势的存在的方法包括：接收具有原始分辨率的视频帧，将接收到的视频帧缩小成具有较低分辨率的视频帧，以及基于缩小的视频帧检测与预定义的手势相对应的运动关于缩小视频帧中的时间运动信息。该方法还包括使用二进制分类器在缩小的视频帧之一内的候选搜索窗口中检测与预定手势相对应的手形。候选搜索窗口对应于包含检测到的运动的运动区域。该方法还包括基于手形检测来确定接收到的视频帧是否包含预定义的手势。

7. 发明申请

US20130216134A1 System And Method For Effectively Performing A Scene Representation Procedure 有权
标题翻译：有效执行场景表示过程的系统和方法
公开(公告)号：US20130216134A1
公开(公告)日：2013-08-22
申请号：US13398948
申请日：2012-02-17
申请人： Liangyin Yu , Ming-Chang Liu , Ximin Zhang
发明人： Liangyin Yu , Ming-Chang Liu , Ximin Zhang
IPC分类号： G06K9/34
CPC分类号： G06K9/00718 , G06K9/469
摘要： A system for performing a scene representation procedure includes an image manager that processes source images from a given scene to define subscenes in the source images. The image manager creates an image understanding graph for each of the source images, and also creates a scene representation graph for each of the source images based upon the corresponding subscenes and certain image characteristics. The image manager further generates an integrated scene representation to represent all of the source images with a single representation. A processor of an electronic device controls the image manager to perform the scene representation procedure.
摘要翻译：用于执行场景表示过程的系统包括图像管理器，其处理来自给定场景的源图像以在源图像中定义子信号。图像管理器为每个源图像创建图像理解图，并且还基于相应的子像素和某些图像特征为每个源图像创建场景表示图。图像管理器进一步生成集成的场景表示以用单个表示来表示所有源图像。电子设备的处理器控制图像管理器执行场景表示过程。

8. 发明授权

US08379979B2 System and method for effectively performing a scene rectification procedure 有权
标题翻译：有效执行场景整改程序的系统和方法
公开(公告)号：US08379979B2
公开(公告)日：2013-02-19
申请号：US12932457
申请日：2011-02-25
申请人： Liangyin Yu , Ming-Chang Liu
发明人： Liangyin Yu , Ming-Chang Liu
IPC分类号： G06K9/00 , G06K9/34
CPC分类号： G06K9/00697 , G06K9/469 , G06K9/6278
摘要： A system and method for effectively performing a scene rectification procedure comprises an image manager that includes a segmentation module, a label module, and a rectification module. The segmentation module initially performs a segmentation procedure upon an image to produce corresponding sub-scenes. The label module then categorizes the sub-scenes by assigning initial labels without utilizing context information from other sub-scenes in the image. The rectification module performs a semantic grouping procedure upon the sub-scenes to produce semantic group nodes corresponding to pairs of the sub-scenes that have a predefined semantic relationship. The rectification module converts a sub-scene graph of the sub-scenes into a semantic graph that includes the semantic group nodes. The rectification module then performs a rectification procedure to convert the initial labels of the sub-scenes into rectified labels. A processor of an electronic device typically controls the image manager for performing the scene rectification procedure.
摘要翻译：一种用于有效执行场景整流过程的系统和方法包括：图像管理器，其包括分割模块，标签模块和整流模块。分割模块最初在图像上执行分割过程以产生相应的子场景。然后，标签模块通过分配初始标签而不利用图像中其他子场景的上下文信息对子场景进行分类。整流模块在子场景上执行语义分组过程，以产生与具有预定义语义关系的子场对对应的语义组节点。整流模块将子场景的子场景图转换为包含语义组节点的语义图。然后，整流模块执行整流过程，将子场景的初始标签转换为整流标签。电子设备的处理器通常控制图像管理器执行场景校正过程。

9. 发明授权

US09213890B2 Gesture recognition system for TV control 有权
标题翻译：电视控制手势识别系统
公开(公告)号：US09213890B2
公开(公告)日：2015-12-15
申请号：US12885072
申请日：2010-09-17
申请人： Kuang-Man Huang , Ming-Chang Liu , Liangyin Yu
发明人： Kuang-Man Huang , Ming-Chang Liu , Liangyin Yu
IPC分类号： H04N7/18 , G06F3/033 , G06K9/00 , G06F3/048 , G06F3/01 , G06K9/44 , G06K9/46 , G06F3/03 , H04N21/4223
CPC分类号： G06K9/00355 , G06F3/011 , G06F3/017 , G06F3/0304 , G06F3/048 , G06K9/00375 , G06K9/44 , G06K9/469 , H04N21/4223
摘要： A gesture recognition system using a skin-color based method combined with motion information to achieve real-time segmentation. A Kalman filter is used to track the centroid of the hand. The palm center, palm bottom, as well as the largest distance from the palm center to the contour from extracted hand mask are computed. The computed distance to a threshold is then compared to decide if the current posture is “open” or “closed.” In a preferred embodiment, the transition between the “open” and “closed” posture to decide if the current gesture is in “select” or “grab” state.
摘要翻译：一种使用与运动信息相结合的基于肤色的方法来实现实时分割的手势识别系统。卡尔曼滤波器用于跟踪手的质心。计算手掌中心，掌底，以及从手掌中心到提取的手罩的轮廓的最大距离。然后将计算出的与阈值的距离进行比较以确定当前姿势是否“开放”或“关闭”。在优选实施例中，“开放”和“关闭”姿势之间的转换以决定当前手势是否处于“ 选择“或”抓取“状态。

10. 发明授权

US08605972B2 Automatic image alignment 有权
标题翻译：自动图像对齐
公开(公告)号：US08605972B2
公开(公告)日：2013-12-10
申请号：US13410960
申请日：2012-03-02
申请人： Liangyin Yu , Ming-Chang Liu
发明人： Liangyin Yu , Ming-Chang Liu
IPC分类号： G06K9/00
CPC分类号： G06K9/469 , G06K9/0014 , G06T7/33 , G06T2207/20072 , G06T2207/30024
摘要： A method for automatically aligning images includes (a) determining initial correspondent point features between a first image and a second image, (b) creating a triangular meshes for the images from the initial correspondent point features within the images, and (c) refining point correspondence between the first and second images based on affine transformation estimation using the triangular meshes. The method may also include (d) creating refined triangular meshes for the images from the point correspondence refined in (c), and (e) determining coordinate alignment within the areas of pairs of correspondent triangles in the refined triangular meshes through interpolation of affine transformation on the pairs of correspondent triangles.
摘要翻译：用于自动对准图像的方法包括：（a）确定第一图像和第二图像之间的初始对应点特征，（b）从图像内的初始对应点特征创建用于图像的三角形网格，以及（c）提炼点基于使用三角形网格的仿射变换估计，第一和第二图像之间的对应关系。该方法还可以包括（d）从（c）中精简的点对应形成用于图像的精细三角形网格，以及（e）通过仿射变换的内插确定精细三角形网格中对应三角形对的区域内的坐标对齐对对应的三角形。

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