公开(公告)号：US09524214B1

公开(公告)日：2016-12-20

申请号：US14645534

申请日：2015-03-12

Applicant: Google Inc.

Inventor： Tomas Isdal ,  Ming Zhao

IPC: G06F11/14 ,  G06F11/07

CPC classification number: G06F11/1438 ,  G06F11/0712 ,  G06F11/0748 ,  G06F11/0757

Abstract: A distributed system including one or more data processing devices executing instructions configuring the one or more data processing device to execute a virtual machine including a software application and an agent. The agent is configured to receive a first health status of the software application, determine a second health status of the software application, compare the first health status and the second health status, and restart the software application based on the comparison. The one or more data processing device also execute an application server configured to remotely determine the first health status of the software application and send the first health status of the software application to the virtual machine.

Abstract translation: 一种分布式系统，包括一个或多个数据处理设备，执行配置一个或多个数据处理设备以执行包括软件应用和代理的虚拟机的指令。 所述代理被配置为接收所述软件应用的第一健康状态，确定所述软件应用的第二健康状态，比较所述第一健康状态和所述第二健康状态，并且基于所述比较重新启动所述软件应用。 一个或多个数据处理设备还执行配置为远程确定软件应用的第一健康状态并将软件应用的第一健康状态发送到虚拟机的应用服务器。

公开(公告)号：US09183296B1

公开(公告)日：2015-11-10

申请号：US14461076

申请日：2014-08-15

Applicant: Google Inc.

Inventor： Yang Song ,  Ming Zhao ,  Bingbing Ni

IPC: H04N5/76 ,  G06F17/30

CPC classification number: G06F17/30796 ,  G06F17/30598 ,  H04N5/76 ,  H04N5/91 ,  H04N9/8205 ,  H04N21/23418 ,  H04N21/278

Abstract: Systems and methods are provided herein relating to video classification. A text mining component is disclosed that automatically generates a plurality of video event categories. Part-of-Speech (POS) analysis can be applied to video titles and descriptions, further using a lexical hierarchy to filter potential classifications. Classification performance can be further improved by extracting content-based features from a video sample. Using the content based features a set of classifier scores can be generated. A hyper classifier can use both the classifier scores and the content-based features of the video to classify the video sample.

Abstract translation: 本文提供了与视频分类相关的系统和方法。 公开了一种自动生成多个视频事件类别的文本挖掘组件。 语音（POS）分析可以应用于视频标题和描述，进一步使用词法层次来过滤潜在的分类。 通过从视频样本中提取基于内容的特征，可以进一步提高分类性能。 使用基于内容的功能可以生成一组分类器分数。 超分类器可以使用分类器分数和视频的基于内容的特征来对视频样本进行分类。

公开(公告)号：US20160014440A1

公开(公告)日：2016-01-14

申请号：US13632591

申请日：2012-10-01

Applicant: Google Inc.

Inventor： CORINNA CORTES ,  SANJIV KUMAR ,  Ameesh Makadia ,  Gideon Mann ,  Jay Yagnik ,  Ming Zhao

IPC: H04N21/24

CPC classification number: H04N21/2407 ,  G06F16/735 ,  G06F16/78 ,  G06F16/783 ,  G06F16/7867 ,  G06K9/00711 ,  H04N21/23418 ,  H04N21/25883 ,  H04N21/4668 ,  H04N21/4826

Abstract: A video demographics analysis system selects a training set of videos to use to correlate viewer demographics and video content data. The video demographics analysis system extracts demographic data from viewer profiles related to videos in the training set and creates a set of demographic distributions, and also extracts video data from videos in the training set. The video demographics analysis system correlates the viewer demographics with the video data of videos viewed by that viewer. Using the prediction model produced by the machine learning process, a new video about which there is no a priori knowledge can be associated with a predicted demographic distribution specifying probabilities of the video appealing to different types of people within a given demographic category, such as people of different ages within an age demographic category.

Abstract translation: 视频人口统计分析系统选择用于将观众人口特征和视频内容数据相关联的一组视频。 视频人口统计分析系统从与训练集中的视频相关的观众简档中提取人口统计学数据，并创建一组人口分布，并从训练集中的视频中提取视频数据。 视频人口统计分析系统将观众人口统计学与观众观看的视频的视频数据相关联。 使用机器学习过程产生的预测模型，可以将预测的人口分布与预测的人口分布相关联，所述预测人口统计分布规定了给定人口统计学类别中的不同类型的人的视频的概率，例如人 在不同年龄的人口统计学类别。

公开(公告)号：US20140310319A1

公开(公告)日：2014-10-16

申请号：US14314948

申请日：2014-06-25

Applicant: Google Inc.

Inventor： Ming Zhao ,  Yantao Zheng ,  Yang Song ,  Hartwig Adam

IPC: G06F17/30

CPC classification number: G06F17/30289 ,  G06F17/30247 ,  G06F17/30265 ,  G06F17/30312 ,  G06F17/30861

Abstract: This invention relates to building a landmark database from web data. In one embodiment, a computer-implemented method builds a landmark database. Web data including a web page is received from one or more websites via one or more networks. The web data is interpreted using at least one processor to determine landmark data describing a landmark. At least a portion of the landmark data identifies a landmark. Finally, a visual model is generated using the landmark data. A computing device is able to recognize the landmark in an image based on the visual model.

Abstract translation: 本发明涉及从网络数据建立地标数据库。 在一个实施例中，计算机实现的方法构建地标数据库。 通过一个或多个网络从一个或多个网站接收包括网页的网页数据。 使用至少一个处理器来解释网络数据，以确定描述地标的地标数据。 地标数据的至少一部分标识了一个里程碑。 最后，使用地标数据生成视觉模型。 计算设备能够基于视觉模型识别图像中的地标。

公开(公告)号：US10540192B1

公开(公告)日：2020-01-21

申请号：US15350017

申请日：2016-11-12

Applicant: Google Inc.

Inventor： Tomas Isdal ,  Ming Zhao

IPC: G06F11/07 ,  G06F9/455 ,  G06F8/61 ,  G06F9/54

Abstract: A computer-implemented method for executing a software application in a virtual machine executing on a data processing device includes receiving software code for a software application, determining application programming interfaces referenced by the software code, determining portions of an operating system accessed by the software code and creating an application container in the virtual machine. The method also includes application programming interfaces referenced by the software code inside the application container, portions of the operating system accessed by the software code inside the application container and executing the software application inside the application container on the virtual machine.

公开(公告)号：US09323792B2

公开(公告)日：2016-04-26

申请号：US14314948

申请日：2014-06-25

Applicant: Google Inc.

Inventor： Ming Zhao ,  Yantao Zheng ,  Yang Song ,  Hartwig Adam

IPC: G06F7/00 ,  G06F17/30 ,  G06F17/00

CPC classification number: G06F17/30289 ,  G06F17/30247 ,  G06F17/30265 ,  G06F17/30312 ,  G06F17/30861

Abstract: This invention relates to building a landmark database from web data. In one embodiment, a computer-implemented method builds a landmark database. Web data including a web page is received from one or more websites via one or more networks. The web data is interpreted using at least one processor to determine landmark data describing a landmark. At least a portion of the landmark data identifies a landmark. Finally, a visual model is generated using the landmark data. A computing device is able to recognize the landmark in an image based on the visual model.

Abstract translation: 本发明涉及从网络数据建立地标数据库。 在一个实施例中，计算机实现的方法构建地标数据库。 通过一个或多个网络从一个或多个网站接收包括网页的网页数据。 使用至少一个处理器来解释网络数据，以确定描述地标的地标数据。 地标数据的至少一部分标识了一个里程碑。 最后，使用地标数据生成视觉模型。 计算设备能够基于视觉模型识别图像中的地标。