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51. 发明申请

US20070094251A1 Automated rich presentation of a semantic topic 有权
标题翻译：自动丰富的语义主题演示
公开(公告)号：US20070094251A1
公开(公告)日：2007-04-26
申请号：US11256411
申请日：2005-10-21
申请人： Lie Lu , Wei-Ying Ma , Zhiwei Li
发明人： Lie Lu , Wei-Ying Ma , Zhiwei Li
IPC分类号： G06F17/30
CPC分类号： G06F17/30705 , G06F17/30056
摘要： Automated rich presentation of a semantic topic is described. In one aspect, respective portions of multimodal information corresponding to a semantic topic are evaluated to locate events associated with the semantic topic. The probability that a document belongs to an event is determined based on document inclusion of one or more of persons, times, locations, and keywords, and document distribution along a timeline associated with the event. For each event, one or more documents objectively determined to be substantially representative of the event are identified. One or more other types of media (e.g., video, images, etc.) related to the event are then extracted from the multimodal information. The representative documents and the other media are for presentation to a user in a storyboard.
摘要翻译：描述了语义主题的自动丰富呈现。在一个方面，评估与语义主题相对应的多模态信息的相应部分，以定位与语义主题相关联的事件。基于文档包含一个或多个人，时间，位置和关键字以及与事件相关联的时间轴的文档分发来确定文档属于事件的概率。对于每个事件，识别客观地确定为基本上代表事件的一个或多个文档。然后从多模态信息中提取与事件相关的一个或多个其他类型的媒体（例如，视频，图像等）。代表性文件和其他媒体用于向故事板中的用户呈现。

52. 发明授权

US08081824B2 Generating search requests from multimodal queries 有权
标题翻译：从多模态查询生成搜索请求
公开(公告)号：US08081824B2
公开(公告)日：2011-12-20
申请号：US12247958
申请日：2008-10-08
申请人： Ming Jing Li , Wei-Ying Ma , Xing Xie , Xin Fan , Zhiwei Li
发明人： Ming Jing Li , Wei-Ying Ma , Xing Xie , Xin Fan , Zhiwei Li
IPC分类号： G06K9/46
CPC分类号： G06F17/30864 , Y10S707/99945 , Y10S707/99948
摘要： A method and system for generating a search request from a multimodal query that includes a query image and query text is provided. The multimodal query system identifies images of a collection that are textually related to the query image based on similarity between words associated with each image and the query text. The multimodal query system then selects those images of the identified images that are visually related to the query image. The multimodal query system may formulate a search request based on keywords of web pages that contain the selected images and submit that search request to a search engine service.
摘要翻译：提供了一种用于从包含查询图像和查询文本的多模式查询生成搜索请求的方法和系统。多模式查询系统基于与每个图像相关联的单词与查询文本之间的相似度来识别与查询图像文本相关的集合的图像。多模式查询系统然后选择与查询图像视觉相关的识别图像的那些图像。多模式查询系统可以基于包含所选图像的网页的关键词来制定搜索请求，并将该搜索请求提交给搜索引擎服务。

53. 发明申请

US20110194780A1 OBJECT SIMILARITY SEARCH IN HIGH-DIMENSIONAL VECTOR SPACES 有权
标题翻译：对象相似性搜索在高维矢量空间
公开(公告)号：US20110194780A1
公开(公告)日：2011-08-11
申请号：US13092083
申请日：2011-04-21
申请人： Ming Jing Li , Wei-Ying Ma , Zhiwei Li , Bin Wang
发明人： Ming Jing Li , Wei-Ying Ma , Zhiwei Li , Bin Wang
IPC分类号： G06K9/68
CPC分类号： G06F17/3025 , G06F17/30864 , G06K9/4642 , G06K9/6282
摘要： An object search system generates a hierarchical clustering of objects of a collection based on similarity of the objects. The object search system generates a separate hierarchical clustering of objects for multiple features of the objects. To identify objects similar to a target object, the object search system first generates a feature vector for the target object. For each feature of the feature vector, the object search system uses the hierarchical clustering of objects to identify the cluster of objects that is most “feature similar” to that feature of the target object. The object search system indicates the similarity of each candidate object based on the features for which the candidate object is similar.
摘要翻译：对象搜索系统基于对象的相似性生成集合的对象的分层聚类。对象搜索系统为对象的多个特征生成对象的单独分层聚类。为了识别与目标对象类似的对象，对象搜索系统首先生成目标对象的特征向量。对于特征向量的每个特征，对象搜索系统使用对象的分层聚类来识别与目标对象的特征最“特征相似”的对象簇。对象搜索系统基于候选对象相似的特征来指示每个候选对象的相似性。

54. 发明授权

US07877384B2 Scoring relevance of a document based on image text 有权
标题翻译：基于图像文本评估文档的相关性
公开(公告)号：US07877384B2
公开(公告)日：2011-01-25
申请号：US11681161
申请日：2007-03-01
申请人： Qing Yu , Shuming Shi , Zhiwei Li , Ji-Rong Wen , Wei-Ying Ma
发明人： Qing Yu , Shuming Shi , Zhiwei Li , Ji-Rong Wen , Wei-Ying Ma
IPC分类号： G06F17/30
CPC分类号： G06F17/30864 , G06F17/30265
摘要： A method and system for determining relevance of a document having text and images to a text string is provided. A scoring system identifies image text associated with an image of the document. The scoring system calculates an image score indicating relevance of the image text to the text string. The image score may be used in many applications, such as searching, summary generation, and document classification, image search, and image classification.
摘要翻译：提供了一种用于确定具有文本和图像的文档与文本串的相关性的方法和系统。评分系统识别与文档的图像相关联的图像文本。评分系统计算指示图像文本与文本字符串的相关性的图像分数。图像分数可以用于许多应用中，例如搜索，汇总生成和文档分类，图像搜索和图像分类。

55. 发明授权

US07548936B2 Systems and methods to present web image search results for effective image browsing 有权
标题翻译：提供网页图像搜索结果的系统和方法，以进行有效的图像浏览
公开(公告)号：US07548936B2
公开(公告)日：2009-06-16
申请号：US11034443
申请日：2005-01-12
申请人： Hao Liu , Wei-Ying Ma , Xing Xie , Zhiwei Li
发明人： Hao Liu , Wei-Ying Ma , Xing Xie , Zhiwei Li
IPC分类号： G06F7/00
CPC分类号： G06F17/30274 , G06F17/30873 , Y10S707/99945 , Y10S707/99948
摘要： Systems and methods to present web image search results for effective image browsing are described. In one aspect, task-based attention objects for each of multiple images associated with image search results are generated. Thumbnail images from respective ones of the images are created as a function of at least the task-based attention objects. The thumbnail images emphasize image region(s) of greater priority to a user in view of a keyword or expanded keyword associated with the search results.
摘要翻译：描述用于呈现用于有效图像浏览的web图像搜索结果的系统和方法。在一个方面，生成与图像搜索结果相关联的多个图像中的每一个的基于任务的注意对象。作为至少基于任务的注意对象的功能创建来自相应图像的缩略图像。鉴于与搜索结果相关联的关键字或扩展关键字，缩略图图像强调对用户具有更高优先级的图像区域。

56. 发明授权

US07457825B2 Generating search requests from multimodal queries 有权
标题翻译：从多模态查询生成搜索请求
公开(公告)号：US07457825B2
公开(公告)日：2008-11-25
申请号：US11233352
申请日：2005-09-21
申请人： Ming Jing Li , Wei-Ying Ma , Xing Xie , Xin Fan , Zhiwei Li
发明人： Ming Jing Li , Wei-Ying Ma , Xing Xie , Xin Fan , Zhiwei Li
IPC分类号： G06F7/00
CPC分类号： G06F17/30864 , Y10S707/99945 , Y10S707/99948
摘要： A method and system for generating a search request from a multimodal query that includes a query image and query text is provided. The multimodal query system identifies images of a collection that are textually related to the query image based on similarity between words associated with each image and the query text. The multimodal query system then selects those images of the identified images that are visually related to the query image. The multimodal query system may formulate a search request based on keywords of web pages that contain the selected images and submit that search request to a search engine service.
摘要翻译：提供了一种用于从包含查询图像和查询文本的多模式查询生成搜索请求的方法和系统。多模式查询系统基于与每个图像相关联的单词与查询文本之间的相似度来识别与查询图像文本相关的集合的图像。多模式查询系统然后选择与查询图像视觉相关的识别图像的那些图像。多模式查询系统可以基于包含所选图像的网页的关键词来制定搜索请求，并将该搜索请求提交给搜索引擎服务。

57. 发明授权

US09703895B2 Organizing search results based upon clustered content 有权
公开(公告)号：US09703895B2
公开(公告)日：2017-07-11
申请号：US12813909
申请日：2010-06-11
申请人： Xin-Jing Wang , Lei Zhang , Wei-Ying Ma
发明人： Xin-Jing Wang , Lei Zhang , Wei-Ying Ma
IPC分类号： G06F17/30
CPC分类号： G06F17/30991 , G06F17/30247 , G06F17/3028
摘要： Many users make use of search engines to locate desired internet content by submitting search queries. For example, a user may search for photos, applications, websites, videos, documents, and/or information regarding people, places, and things. Unfortunately, search engines may provide a plethora of information that a user may be left to sift through to find relevant content. Accordingly, one or more systems and/or techniques for organizing search results are disclosed herein. In particular, user generated content, such as photos, may be retrieved based upon a search query. The user generated content may be grouped into clusters of user generated content having similar features. Search results of the search query may be obtained and organized based upon comparing the search results with the clusters. The organized search results and/or a table of content based upon the clusters may be presented to provide an enhanced user experience.

58. 发明授权

US09703782B2 Associating media with metadata of near-duplicates 有权
公开(公告)号：US09703782B2
公开(公告)日：2017-07-11
申请号：US12790772
申请日：2010-05-28
申请人： Xin-Jing Wang , Lei Zhang , Ming Liu , Yi Li , Wei-Ying Ma
发明人： Xin-Jing Wang , Lei Zhang , Ming Liu , Yi Li , Wei-Ying Ma
IPC分类号： G06F17/30
CPC分类号： G06F17/30038 , G06F17/30265
摘要： Techniques for identifying near-duplicates of a media object and associating metadata of the near-duplicates with the media object are described herein. One or more devices implementing the techniques are configured to identify the near duplicates based at least on similarity attributes included in the media object. Metadata is then extracted from the near-duplicates and is associated with the media object as descriptors of the media object to enable discovery of the media object based on the descriptors.

59. 发明授权

US09396214B2 User interface for viewing clusters of images 有权
标题翻译：用于查看图像群集的用户界面
公开(公告)号：US09396214B2
公开(公告)日：2016-07-19
申请号：US12634662
申请日：2009-12-09
申请人： Feng Jing , Lei Zhang , Ming Jing Li , Wei-Ying Ma , Kefeng Deng
发明人： Feng Jing , Lei Zhang , Ming Jing Li , Wei-Ying Ma , Kefeng Deng
IPC分类号： G06F3/048 , G06F17/30
CPC分类号： G06F17/3028 , G06F3/0482 , G06F3/0485 , G06F17/30265 , G06F17/30274 , G06F17/3053
摘要： A method and system for providing a user interface for presenting images of clusters of an image search result is provided. The user interface system displays the search result in a cluster/view form using a cluster panel and a view panel. The cluster panel contains a cluster area for each cluster. The view panel may contain thumbnails of images of the search result in a list view or a mix view. When a user selects a cluster area from the cluster panel, the user interface system displays a list view of thumbnails for that cluster in the view panel. The user interface system may display a thumbnail list near a cluster area of the cluster panel. The thumbnail list contains mini-thumbnails of the images of the selected cluster. The user interface system may also display a detail view of an image in the view panel when a user selects an image.
摘要翻译：提供了一种用于提供用于呈现图像搜索结果的聚类的图像的用户界面的方法和系统。用户界面系统使用群集面板和视图面板将搜索结果显示在群集/视图窗体中。集群面板包含每个集群的集群区域。视图面板可以在列表视图或混合视图中包含搜索结果的图像的缩略图。当用户从群集面板中选择群集区域时，用户界面系统会在视图面板中显示该群集的缩略图列表视图。用户界面系统可以在集群面板的集群区域附近显示缩略图列表。缩略图列表包含所选集群的图像的迷你缩略图。当用户选择图像时，用户界面系统还可以在视图面板中显示图像的细节视图。

60. 发明申请

US20130226693A1 Allocating Deals to Visitors in a Group-Buying Service 审中-公开
标题翻译：在集团购买服务中分配交易给访问者
公开(公告)号：US20130226693A1
公开(公告)日：2013-08-29
申请号：US13407762
申请日：2012-02-29
申请人： Tao Qin , Tie-Yan Liu , Wei-Ying Ma
发明人： Tao Qin , Tie-Yan Liu , Wei-Ying Ma
IPC分类号： G06Q10/04 , G06Q30/02
CPC分类号： G06Q10/04 , G06Q30/02
摘要： Functionality is described herein for allocating group-buying deals in a group-buying service. In certain implementations, the functionality operates by receiving deal information from deal-providing entities (such as merchants). The deal information describes plural deals. The functionality then assigns a number of impressions to each deal so as to maximize revenue provided to an entity which administers the group-buying service. This yields allocation information. The functionality then presents deals to users in accordance with the allocation information. For example, if the allocated number of impressions for a certain deal is x, then the functionality will provide x opportunities for users to select this deal.
摘要翻译：本文描述了功能性，用于在集体购买服务中分配组购买交易。在某些实现中，功能通过从交易提供实体（诸如商家）接收交易信息来进行操作。交易信息描述多个交易。然后，功能会为每个交易分配多个展示次数，以便最大限度地提供给管理群购服务的实体的收入。这产生分配信息。然后，该功能根据分配信息向用户呈现交易。例如，如果某个交易的分配的展示次数为x，则功能将为用户提供选择此交易的机会。

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