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    Method for clustering results from a same channel
    1.
    发明授权
    Method for clustering results from a same channel 有权

    公开(公告)号：US10216842B2

    公开(公告)日：2019-02-26

    申请号：US13908727

    申请日：2013-06-03

    Applicant: Google Inc.

    Inventor： Minya Dai ,  Nitin Khandelwal ,  Nitin Jindal ,  Neal Norwitz ,  Matthew Smith ,  Trevor O'Brien

    IPC: G06F17/30

    Abstract: An initial plurality of search results is obtained based on a search query pertaining to a topic of interest. A determination is made of whether to perform clustering on the initial plurality of search results. Upon determining not to perform clustering on the search result, a user interface with the initial plurality of search results is provided. Upon determining to perform clustering on the initial plurality of search results, a user interface with a modified plurality of search results is provided. The user interface is to position a first result in the modified plurality of search results adjacent to a position of a second search result in the modified plurality of search results. The first search result is associated with a channel and the second search result is associated with the channel.

    RANKING CHANNELS IN SEARCH
    3.
    发明申请
    RANKING CHANNELS IN SEARCH 有权
    排名渠道搜索

    公开(公告)号：US20140344258A1

    公开(公告)日：2014-11-20

    申请号：US13896713

    申请日：2013-05-17

    Applicant: Google Inc.

    Inventor： Nitin Khandelwal ,  Sreedhar Mukkamalla ,  Nitin Jindal ,  Fabio Lopiano ,  Nicola Muscettola

    IPC: G06F17/30

    CPC classification number: G06F17/3053 ,  G06F17/30528 ,  G06F17/30554 ,  G06F17/30867

    Abstract: A search result is modified to include a predetermined number of channels within a predetermined number of a plurality of entries in the search result. The search result is generated in response to a search query. The search result is modified to comprise a predetermined number of channels within a predetermined number of the plurality of entries. The modified search result is updated based on the plurality of entries and a subset of the updated modified search result is selected to be presented in response to the search query. The subset of the updated modified search result comprises the channel and at least one selection of data content.

    Abstract translation: 搜索结果被修改为在搜索结果中的多个条目的预定数量内包括预定数量的频道。 搜索结果是响应搜索查询生成的。 搜索结果被修改为包括预定数量的多个条目中的预定数量的信道。 修改的搜索结果基于多个条目被更新，并且更新的修改的搜索结果的子集被选择为响应于搜索查询呈现。 更新的修改的搜索结果的子集包括信道和数据内容的至少一个选择。

    Ranking channels in search
    4.
    发明授权
    Ranking channels in search 有权
    搜索排行榜

    公开(公告)号：US09348922B2

    公开(公告)日：2016-05-24

    申请号：US13896713

    申请日：2013-05-17

    Applicant: Google Inc.

    Inventor： Nitin Khandelwal ,  Sreedhar Mukkamalla ,  Nitin Jindal ,  Fabio Lopiano ,  Nicola Muscettola

    IPC: G06F7/00 ,  G06F17/30

    CPC classification number: G06F17/3053 ,  G06F17/30528 ,  G06F17/30554 ,  G06F17/30867

    Abstract: A search result is modified to include a predetermined number of channels within a predetermined number of a plurality of entries in the search result. The search result is generated in response to a search query. The search result is modified to comprise a predetermined number of channels within a predetermined number of the plurality of entries. The modified search result is updated based on the plurality of entries and a subset of the updated modified search result is selected to be presented in response to the search query. The subset of the updated modified search result comprises the channel and at least one selection of data content.

    Abstract translation: 搜索结果被修改为在搜索结果中的多个条目的预定数量内包括预定数量的频道。 搜索结果是响应搜索查询生成的。 搜索结果被修改为包括预定数量的多个条目中的预定数量的信道。 修改的搜索结果基于多个条目被更新，并且更新的修改的搜索结果的子集被选择为响应于搜索查询呈现。 更新的修改的搜索结果的子集包括信道和数据内容的至少一个选择。

    Selecting and Presenting Representative Frames for Video Previews
    5.
    发明申请
    Selecting and Presenting Representative Frames for Video Previews 有权
    选择和呈现视频预览的代表帧

    公开(公告)号：US20160070962A1

    公开(公告)日：2016-03-10

    申请号：US14848216

    申请日：2015-09-08

    Applicant: Google Inc.

    Inventor： Sanketh Shetty ,  Tomas Izo ,  Min-Hsuan Tsai ,  Sudheendra Vijayanarasimhan ,  Apostol Natsev ,  Sami Abu-El-Haija ,  George Dan Toderici ,  Susanna Ricco ,  Balakrishnan Varadarajan ,  Nicola Muscettola ,  WeiHsin Gu ,  Weilong Yang ,  Nitin Khandelwal ,  Phuong Le

    IPC: G06K9/00 ,  G06F17/30

    CPC classification number: G06K9/00718 ,  G06F17/30787 ,  G06K9/00744 ,  G06K9/00751 ,  G06K9/00765 ,  G06K2209/27

    Abstract: A computer-implemented method for selecting representative frames for videos is provided. The method includes receiving a video and identifying a set of features for each of the frames of the video. The features including frame-based features and semantic features. The semantic features identifying likelihoods of semantic concepts being present as content in the frames of the video. A set of video segments for the video is subsequently generated. Each video segment includes a chronological subset of frames from the video and each frame is associated with at least one of the semantic features. The method generates a score for each frame of the subset of frames for each video segment based at least on the semantic features, and selecting a representative frame for each video segment based on the scores of the frames in the video segment. The representative frame represents and summarizes the video segment.

    Abstract translation: 提供了一种用于选择视频的代表性帧的计算机实现的方法。 该方法包括接收视频并识别视频的每个帧的一组特征。 特征包括基于帧的特征和语义特征。 识别语义概念的可能性的语义特征作为视频帧中的内容呈现。 随后生成视频的一组视频段。 每个视频段包括来自视频的帧的按时间顺序的子集，并且每个帧与语义特征中的至少一个相关联。 该方法至少基于语义特征为每个视频段的帧子集的每帧生成分数，并且基于视频段中的帧的分数为每个视频段选择代表性的帧。 代表性的框架代表和总结视频段。

    Feature-based Video Annotation
    6.
    发明申请
    Feature-based Video Annotation 有权
    基于功能的视频注释

    公开(公告)号：US20170046573A1

    公开(公告)日：2017-02-16

    申请号：US14823946

    申请日：2015-08-11

    Applicant: Google Inc.

    Inventor： Balakrishnan Varadarajan ,  George Dan Toderici ,  Apostol Natsev ,  Nitin Khandelwal ,  Sudheendra Vijayanarasimhan ,  Weilong Yang ,  Sanketh Shetty

    IPC: G06K9/00 ,  G06K9/52 ,  G06K9/62 ,  H04N5/265

    CPC classification number: G06K9/00718 ,  G06F17/30784 ,  G06F17/3082 ,  G06K9/52 ,  G06K9/6201 ,  G06K9/6256 ,  G06K9/627 ,  H04N5/265

    Abstract: A system and methodology provide for annotating videos with entities and associated probabilities of existence of the entities within video frames. A computer-implemented method identifies an entity from a plurality of entities identifying characteristics of video items. The computer-implemented method selects a set of features correlated with the entity based on a value of a feature of a plurality of features, determines a classifier for the entity using the set of features, and determines an aggregation calibration function for the entity based on the set of features. The computer-implemented method selects a video frame from a video item, where the video frame having associated features, and determines a probability of existence of the entity based on the associated features using the classifier and the aggregation calibration function.

    Abstract translation: 系统和方法提供用实体注释视频和在视频帧内存在实体的相关概率。 计算机实现的方法从识别视频项目的特征的多个实体中识别实体。 计算机实现的方法基于多个特征的特征的值来选择与实体相关的一组特征，使用该特征集来确定实体的分类器，并且基于该特征确定该实体的聚合校准功能 的功能集。 计算机实现的方法从视频项目中选择视频帧，其中具有相关联特征的视频帧，并且使用分类器和聚合校准功能基于相关联的特征来确定实体的存在概率。

    Evaluating media channels
    7.
    发明授权
    Evaluating media channels 有权
    评估媒体频道

    公开(公告)号：US08949874B1

    公开(公告)日：2015-02-03

    申请号：US13926984

    申请日：2013-06-25

    Applicant: Google Inc.

    Inventor： Wenxin Li ,  Zhihui Chen ,  Nitin Jindal ,  Nitin Khandelwal

    IPC: H04H60/32 ,  G06F3/00 ,  G06F13/00 ,  H04N5/445 ,  H04N21/442 ,  H04N21/232

    CPC classification number: H04N21/442 ,  H04N21/232 ,  H04N21/252 ,  H04N21/41407 ,  H04N21/44204 ,  H04N21/4828

    Abstract: A computer system determines feature metrics for a content channel. The content channel includes one or more media items. The computer system receives a query that corresponds to a query types. The query type is associated with a subset of the feature metrics. The computer system evaluates the content channel based on the subset of feature metrics to produce a channel score for the query type and provides the channel score to position at least one of the media items of the content channel in a query result of the query.

    Abstract translation: 计算机系统确定内容频道的特征度量。 内容频道包括一个或多个媒体项目。 计算机系统接收与查询类型相对应的查询。 查询类型与特征指标的子集相关联。 计算机系统基于特征度量的子集评估内容频道，以产生查询类型的频道分数，并且在查询的查询结果中提供频道分数以定位内容频道的至少一个媒体项。

    METHOD FOR CLUSTERING RESULTS FROM A SAME CHANNEL
    8.
    发明申请
    METHOD FOR CLUSTERING RESULTS FROM A SAME CHANNEL 审中-公开
    从同一通道聚集结果的方法

    公开(公告)号：US20140358907A1

    公开(公告)日：2014-12-04

    申请号：US13908727

    申请日：2013-06-03

    Applicant: Google Inc.

    Inventor： Minya Dai ,  Nitin Khandelwal ,  Nitin Jindal ,  Neal Norwitz ,  Matthew Smith ,  Trevor O'Brien

    IPC: G06F17/30

    CPC classification number: G06F17/3084

    Abstract: An initial plurality of search results is obtained based on a search query pertaining to a topic of interest. A determination is made of whether to perform clustering on the initial plurality of search results. Upon determining not to perform clustering on the search result, a user interface with the initial plurality of search results is provided. Upon determining to perform clustering on the initial plurality of search results, a user interface with a modified plurality of search results is provided. The user interface is to position a first result in the modified plurality of search results adjacent to a position of a second search result in the modified plurality of search results. The first search result is associated with a channel and the second search result is associated with the channel.

    Abstract translation: 基于与感兴趣的主题相关的搜索查询获得初始多个搜索结果。 确定是否对初始多个搜索结果执行聚类。 在确定不对搜索结果执行聚类时，提供具有初始多个搜索结果的用户界面。 在确定对初始多个搜索结果执行聚类时，提供具有修改的多个搜索结果的用户界面。 用户界面是将修改后的多个搜索结果中的第一结果定位在修改后的多个搜索结果中与第二搜索结果的位置相邻的位置。 第一搜索结果与频道相关联，第二搜索结果与频道相关联。

    Ranking channels in search
    9.
    发明授权
    Ranking channels in search 有权

    公开(公告)号：US09959322B1

    公开(公告)日：2018-05-01

    申请号：US15154379

    申请日：2016-05-13

    Applicant: Google Inc.

    Inventor： Nitin Khandelwal ,  Sreedhar Mukkamalla ,  Nitin Jindal ,  Fabio Lopiano ,  Nicola Muscettola

    IPC: G06F7/00 ,  G06F17/30

    CPC classification number: G06F17/3053 ,  G06F17/30528 ,  G06F17/30554 ,  G06F17/30867

    Abstract: A search result is modified to include a predetermined number of channels within a predetermined number of a plurality of entries in the search result. The search result is generated in response to a search query. The search result is modified to comprise a predetermined number of channels within a predetermined number of the plurality of entries. The modified search result is updated based on the plurality of entries and a subset of the updated modified search result is selected to be presented in response to the search query. The subset of the updated modified search result comprises the channel and at least one selection of data content.

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