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1. 发明授权

US09226037B2 Inference engine for video analytics metadata-based event detection and forensic search 有权
标题翻译：用于视频分析的推理引擎基于元数据的事件检测和法医搜索
公开(公告)号：US09226037B2
公开(公告)日：2015-12-29
申请号：US12982326
申请日：2010-12-30
申请人： Hongwei Zhu , Greg Millar , Farzin Aghdasi , Lei Wang , Shu Yang
发明人： Hongwei Zhu , Greg Millar , Farzin Aghdasi , Lei Wang , Shu Yang
IPC分类号： H04N9/80 , H04N21/482 , H04N5/76 , G06K9/00 , G06F17/30
CPC分类号： H04N21/4828 , G06F17/3079 , G06F17/30817 , G06F17/30828 , G06F17/30834 , G06K9/00771 , H04N5/76
摘要： Embodiments of the disclosure provide for systems and methods for searching video data for events and/or behaviors. An inference engine can be used to aide in the searching. In some embodiments, a user can specify various search criteria, for example, a video source(s), an event(s) or behavior(s) to search, and an action(s) to perform in the event of a successful search. The search can be performed by analyzing an object(s) found within scenes of the video data. An object can be identified by a number of attributes specified by the user. Once the search criteria has been received from the user, the video data can be received (or extracted from storage), the data analyzed for the specified events (or behaviors), and the specified action performed in the event a successful search occurs.
摘要翻译：本公开的实施例提供了用于搜索事件和/或行为的视频数据的系统和方法。推理机可以用于辅助搜索。在一些实施例中，用户可以指定各种搜索标准，例如视频源，要搜索的事件或行为，以及在成功搜索的情况下执行的动作。可以通过分析在视频数据的场景内发现的对象来执行搜索。可以通过用户指定的多个属性来标识对象。一旦从用户接收到搜索标准，就可以接收（或从存储中提取）视频数据，分析指定事件（或行为）的数据，以及在发生成功搜索的情况下执行的指定动作。

2. 发明申请

US20120170902A1 Inference Engine for Video Analytics Metadata-Based Event Detection and Forensic Search 有权
标题翻译：用于视频分析的推理引擎基于元数据的事件检测和法医检索
公开(公告)号：US20120170902A1
公开(公告)日：2012-07-05
申请号：US12982326
申请日：2010-12-30
申请人： Hongwei Zhu , Greg Millar , Farzin Aghdasi , Lei Wang , Shu Yang
发明人： Hongwei Zhu , Greg Millar , Farzin Aghdasi , Lei Wang , Shu Yang
IPC分类号： H04N5/77 , G06F17/30 , G06K9/00
CPC分类号： H04N21/4828 , G06F17/3079 , G06F17/30817 , G06F17/30828 , G06F17/30834 , G06K9/00771 , H04N5/76
摘要： Embodiments of the disclosure provide for systems and methods for searching video data for events and/or behaviors. An inference engine can be used to aide in the searching. In some embodiments, a user can specify various search criteria, for example, a video source(s), an event(s) or behavior(s) to search, and an action(s) to perform in the event of a successful search. The search can be performed by analyzing an object(s) found within scenes of the video data. An object can be identified by a number of attributes specified by the user. Once the search criteria has been received from the user, the video data can be received (or extracted from storage), the data analyzed for the specified events (or behaviors), and the specified action performed in the event a successful search occurs.
摘要翻译：本公开的实施例提供了用于搜索事件和/或行为的视频数据的系统和方法。推理机可以用于辅助搜索。在一些实施例中，用户可以指定各种搜索标准，例如视频源，要搜索的事件或行为，以及在成功搜索的情况下执行的动作。可以通过分析在视频数据的场景内发现的对象来执行搜索。可以通过用户指定的多个属性来标识对象。一旦从用户接收到搜索标准，就可以接收（或从存储中提取）视频数据，分析指定事件（或行为）的数据，以及在发生成功搜索的情况下执行的指定动作。

3. 发明授权

US08737727B2 Color similarity sorting for video forensics search 有权
标题翻译：视频取证搜索的颜色相似性排序
公开(公告)号：US08737727B2
公开(公告)日：2014-05-27
申请号：US12982748
申请日：2010-12-30
申请人： Lei Wang , Shu Yang , Greg Millar , Farzin Aghdasi
发明人： Lei Wang , Shu Yang , Greg Millar , Farzin Aghdasi
IPC分类号： G06K9/00
CPC分类号： G06K9/4652 , G06K9/00744 , G06K9/00771 , G06K9/522
摘要： Systems and methods of sorting electronic color images of objects are provided. One method includes receiving an input representation of an object, the representation including pixels defined in a first color space, converting the input image into a second color space, determining a query feature vector including multiple parameters associated with color of the input representation, the query feature vector parameters including at least a first parameter of the first color space and at least a first parameter of the second color space and comparing the query feature vector to multiple candidate feature vectors. Each candidate feature vector includes multiple parameters associated with color of multiple stored candidate images, the candidate feature vector parameters including at least the first parameter from the first color space and at least the first parameter from the second color space. The method further includes determining at least one of the candidate images to be a possible match to the desired object based on the comparison.
摘要翻译：提供了分类物体电子彩色图像的系统和方法。一种方法包括接收对象的输入表示，所述表示包括在第一颜色空间中定义的像素，将输入图像转换为第二颜色空间，确定包括与输入表示的颜色相关联的多个参数的查询特征向量，查询特征向量参数，其包括第一颜色空间的至少第一参数和第二颜色空间的至少第一参数，并将查询特征向量与多个候选特征向量进行比较。每个候选特征向量包括与多个存储的候选图像的颜色相关联的多个参数，候选特征向量参数至少包括来自第一颜色空间的第一参数和至少来自第二颜色空间的第一参数。所述方法还包括基于所述比较来确定所述候选图像中的至少一个是与所述期望对象的可能匹配。

4. 发明授权

US09049447B2 Video coding 有权
标题翻译：视频编码
公开(公告)号：US09049447B2
公开(公告)日：2015-06-02
申请号：US12982602
申请日：2010-12-30
申请人： Greg Millar , Farzin Aghdasi , Lei Wang , Chien-Min Huang
发明人： Greg Millar , Farzin Aghdasi , Lei Wang , Chien-Min Huang
IPC分类号： H04N7/12 , H04N19/23 , H04N19/61 , H04N21/647 , H04N21/2385 , H04N21/2662 , H04N21/462 , H04N19/172 , H04N19/176 , H04N19/00 , H04N19/102 , H04N19/20
CPC分类号： H04N19/23 , G08B13/19667 , H04N7/12 , H04N19/132 , H04N19/137 , H04N19/17 , H04N19/172 , H04N19/174 , H04N19/176 , H04N19/18 , H04N19/20 , H04N19/44 , H04N19/46 , H04N19/587 , H04N19/61 , H04N19/85 , H04N21/2385 , H04N21/2662 , H04N21/4621 , H04N21/64738 , H04N21/64769
摘要： Techniques are discussed for providing mechanisms for coding and transmitting high definition video, e.g., over low bandwidth connections. In particular, foreground-objects are identified as distinct from the background of a scene represented in a plurality of video frames received from a video source, such as a camera. In identifying foreground-objects, semantically significant and semantically insignificant movement (e.g., repetitive versus non-repetitive movement) is differentiated. Processing of the foreground-objects and background proceed at different update rates or frequencies.
摘要翻译：讨论了用于提供用于编码和传输高清晰度视频的机制的技术，例如通过低带宽连接。特别地，前景对象被识别为与从诸如相机的视频源接收的多个视频帧中表示的场景的背景不同。在识别前景对象时，区分语义上重要的和语义上不显着的移动（例如重复对非重复运动）。前景对象和背景的处理以不同的更新速率或频率进行。

5. 发明申请

US20120169923A1 VIDEO CODING 有权
标题翻译：视频编码
公开(公告)号：US20120169923A1
公开(公告)日：2012-07-05
申请号：US12982602
申请日：2010-12-30
申请人： Greg Millar , Farzin Aghdasi , Lei Wang , Chien-Min Huang
发明人： Greg Millar , Farzin Aghdasi , Lei Wang , Chien-Min Huang
IPC分类号： H04N7/12
CPC分类号： H04N19/23 , G08B13/19667 , H04N7/12 , H04N19/132 , H04N19/137 , H04N19/17 , H04N19/172 , H04N19/174 , H04N19/176 , H04N19/18 , H04N19/20 , H04N19/44 , H04N19/46 , H04N19/587 , H04N19/61 , H04N19/85 , H04N21/2385 , H04N21/2662 , H04N21/4621 , H04N21/64738 , H04N21/64769
摘要： Techniques are discussed for providing mechanisms for coding and transmitting high definition video, e.g., over low bandwidth connections. In particular, foreground-objects are identified as distinct from the background of a scene represented in a plurality of video frames received from a video source, such as a camera. In identifying foreground-objects, semantically significant and semantically insignificant movement (e.g., repetitive versus non-repetitive movement) is differentiated. Processing of the foreground-objects and background proceed at different update rates or frequencies.
摘要翻译：讨论了用于提供用于编码和传输高清晰度视频的机制的技术，例如通过低带宽连接。特别地，前景对象被识别为与从诸如相机的视频源接收的多个视频帧中表示的场景的背景不同。在识别前景对象时，区分语义上重要的和语义上不显着的移动（例如重复对非重复运动）。前景对象和背景的处理以不同的更新速率或频率进行。

6. 发明申请

US20120169882A1 Tracking Moving Objects Using a Camera Network 有权
标题翻译：使用相机网络跟踪移动对象
公开(公告)号：US20120169882A1
公开(公告)日：2012-07-05
申请号：US12982138
申请日：2010-12-30
申请人： Greg Millar , Farzin Aghdasi , Lei Wang
发明人： Greg Millar , Farzin Aghdasi , Lei Wang
IPC分类号： H04N7/18 , H04N5/225
CPC分类号： H04N7/181 , G08B13/19608
摘要： Techniques are described for tracking moving objects using a plurality of security cameras. Multiple cameras may capture frames that contain images of a moving object. These images may be processed by the cameras to create metadata associated with the images of the objects. Frames of each camera's video feed and metadata may be transmitted to a host computer system. The host computer system may use the metadata received from each camera to determine whether the moving objects imaged by the cameras represent the same moving object. Based upon properties of the images of the objects described in the metadata received from each camera, the host computer system may select a preferable video feed containing images of the moving object for display to a user.
摘要翻译：描述了使用多个安全摄像机跟踪移动物体的技术。多个相机可以捕获包含移动物体的图像的帧。这些图像可以由相机处理以创建与对象的图像相关联的元数据。每个摄像机的视频馈送和元数据的帧可以被发送到主机系统。主计算机系统可以使用从每个摄像机接收到的元数据来确定由摄像机成像的移动物体是否表示相同的移动物体。基于从每个摄像机接收的元数据中描述的对象的图像的属性，主计算机系统可以选择包含用于显示给用户的移动物体的图像的优选视频馈送。

7. 发明申请

US20130176430A1 CONTEXT AWARE MOVING OBJECT DETECTION 有权
标题翻译：背景知识移动物体检测
公开(公告)号：US20130176430A1
公开(公告)日：2013-07-11
申请号：US13345228
申请日：2012-01-06
申请人： Hongwei Zhu , Farzin Aghdasi , Greg Millar , Lei Wang
发明人： Hongwei Zhu , Farzin Aghdasi , Greg Millar , Lei Wang
IPC分类号： H04N7/18
CPC分类号： G06T7/2053 , G06T7/254 , G06T2207/10016 , G06T2207/30196 , G06T2207/30232
摘要： An image capture system includes: an image capture unit configured to capture a first image frame comprising a set of pixels; and a processor coupled to the image capture unit and configured to: determine a normalized distance of a pixel characteristic between the first image frame and a second image frame for each pixel in the first image frame; compare the normalized distance for each pixel in the first image frame against a pixel sensitivity value for that pixel; determine that a particular pixel of the first image frame is a foreground or background pixel based on the normalized distance of the particular pixel relative to the pixel sensitivity value for the particular pixel; and adapt the pixel sensitivity value for each pixel over a range of allowable pixel sensitivity values.
摘要翻译：图像拍摄系统包括：图像拍摄单元，被配置为捕获包括一组像素的第一图像帧; 以及处理器，其耦合到所述图像捕获单元并且被配置为：确定所述第一图像帧中的每个像素的所述第一图像帧和第二图像帧之间的像素特性的归一化距离; 将第一图像帧中的每个像素的归一化距离与该像素的像素灵敏度值进行比较; 基于特定像素相对于特定像素的像素灵敏度值的归一化距离，确定第一图像帧的特定像素是前景或背景像素; 并且在允许的像素灵敏度值的范围内适应每个像素的像素灵敏度值。

8. 发明申请

US20130166711A1 Cloud-Based Video Surveillance Management System 审中-公开
标题翻译：基于云的视频监控管理系统
公开(公告)号：US20130166711A1
公开(公告)日：2013-06-27
申请号：US13335591
申请日：2011-12-22
申请人： Lei Wang , Hongwei Zhu , Farzin Aghdasi , Greg Millar
发明人： Lei Wang , Hongwei Zhu , Farzin Aghdasi , Greg Millar
IPC分类号： G06F15/173
CPC分类号： G08B13/19671 , G08B13/19643 , G08B13/19645 , G08B13/19656 , H04N7/181 , H04N21/44008 , H04N21/4828 , H04N21/8133
摘要： Systems and methods are described herein that provide a three-tier intelligent video surveillance management system. An example of a system described herein includes a gateway configured to obtain video content and metadata relating to the video content from a plurality of network devices, a metadata processing module communicatively coupled to the gateway and configured to filter the metadata according to one or more criteria to obtain a filtered set of metadata, a video processing module communicatively coupled to the gateway and the metadata processing module and configured to isolate video portions, of video the content, associated with respective first portions of the filtered set of metadata, and a cloud services interface communicatively coupled to the gateway, the metadata processing module and the video processing module and configured to provide at least some of the filtered set of metadata or the isolated video portions to a cloud computing service.
摘要翻译：本文描述了提供三层智能视频监控管理系统的系统和方法。本文描述的系统的示例包括被配置为从多个网络设备获取与视频内容相关的视频内容和元数据的网关，通信地耦合到网关并被配置为根据一个或多个标准过滤元数据的元数据处理模块以获得过滤的元数据集合，通信地耦合到网关和元数据处理模块的视频处理模块，并且被配置为将与所筛选的元数据集合的相应第一部分相关联的视频内容的视频部分隔离，以及云服务接口，通信地耦合到网关，元数据处理模块和视频处理模块，并且被配置为向云计算服务提供过滤的元数据集合或孤立视频部分中的至少一些。

9. 发明授权

US09681125B2 Method and system for video coding with noise filtering 有权
公开(公告)号：US09681125B2
公开(公告)日：2017-06-13
申请号：US13340564
申请日：2011-12-29
申请人： Lei Wang , Hongwei Zhu , Farzin Aghdasi , Greg Millar
发明人： Lei Wang , Hongwei Zhu , Farzin Aghdasi , Greg Millar
IPC分类号： H04N19/00 , H04N19/17 , H04N19/23 , H04N19/107 , H04N19/174 , G06K9/00 , H04N7/18 , H04N5/225 , G06T7/11 , G06T7/254 , G06T7/194
CPC分类号： H04N19/00 , G06T7/11 , G06T7/194 , G06T7/254 , G06T2207/20021 , G06T2207/20081 , H04N19/107 , H04N19/17 , H04N19/174 , H04N19/23
摘要： A method of video coding includes receiving a video image having a plurality of pixels, selecting a plurality of Gaussian models for each pixel, classifying each pixel as a background or foreground pixel, determining if an object is always moving locally by detecting if an object is always moving within a predetermined distance and changing the direction of moving frequently for a second predetermined period of time, removing an object from classification as an object and ignoring motion of the object if the object is always moving locally, marking the area that the object moves within as a noisy area on a noise mask buffer, updating background models based on motion detection and noise filtering, updating current and evolving background images, and coding the current background image, background update blocks and objects for transmission.

10. 发明授权

US09615064B2 Tracking moving objects using a camera network 有权
公开(公告)号：US09615064B2
公开(公告)日：2017-04-04
申请号：US12982138
申请日：2010-12-30
申请人： Greg Millar , Farzin Aghdasi , Lei Wang
发明人： Greg Millar , Farzin Aghdasi , Lei Wang
IPC分类号： H04N7/18 , G08B13/196
CPC分类号： H04N7/181 , G08B13/19608
摘要： Techniques are described for tracking moving objects using a plurality of security cameras. Multiple cameras may capture frames that contain images of a moving object. These images may be processed by the cameras to create metadata associated with the images of the objects. Frames of each camera's video feed and metadata may be transmitted to a host computer system. The host computer system may use the metadata received from each camera to determine whether the moving objects imaged by the cameras represent the same moving object. Based upon properties of the images of the objects described in the metadata received from each camera, the host computer system may select a preferable video feed containing images of the moving object for display to a user.

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