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1. 发明授权

US07698294B2 Content object indexing using domain knowledge 有权
标题翻译：使用领域知识的内容对象索引
公开(公告)号：US07698294B2
公开(公告)日：2010-04-13
申请号：US11275509
申请日：2006-01-11
申请人： Wei-Ying Ma , Lie Lu , Ji-Rong Wen , Zhiwei Li , Zaiqing Nie , Hsiao-Wuen Hon
发明人： Wei-Ying Ma , Lie Lu , Ji-Rong Wen , Zhiwei Li , Zaiqing Nie , Hsiao-Wuen Hon
IPC分类号： G06F17/30
CPC分类号： G06F17/30613
摘要： A content object indexing process including creating a content object knowledge index, calculating a description vector of a target content object, and indexing the target content object by searching for the description vector in the content object knowledge database. It may be difficult to search for an exact content object such as a music file or academic researcher as a conventional search index may not include related hierarchical information. A content object indexing process may add hierarchical information taken from a content object knowledge index and incorporate the hierarchical information to the index entry for a specific content object. An application of such a content object indexing process may be a world wide web search engine.
摘要翻译：内容对象索引处理包括创建内容对象知识索引，计算目标内容对象的描述向量，并通过搜索内容对象知识库中的描述向量来索引目标内容对象。可能难以搜索诸如音乐文件或学术研究者的确切内容对象，因为传统的搜索索引可能不包括相关的分层信息。内容对象索引处理可以添加从内容对象知识索引获取的分层信息，并且将分层信息并入特定内容对象的索引条目。这样的内容对象索引处理的应用可以是万维网搜索引擎。

2. 发明申请

US20070162408A1 Content Object Indexing Using Domain Knowledge 有权
标题翻译：使用域知识的内容对象索引
公开(公告)号：US20070162408A1
公开(公告)日：2007-07-12
申请号：US11275509
申请日：2006-01-11
申请人： Wei-Ying Ma , Lie Lu , Ji-Rong Wen , Zhiwei Li , Zaiqing Nie , Hsiao-Wuen Hon
发明人： Wei-Ying Ma , Lie Lu , Ji-Rong Wen , Zhiwei Li , Zaiqing Nie , Hsiao-Wuen Hon
IPC分类号： G06N5/02
CPC分类号： G06F17/30613
摘要： A content object indexing process including creating a content object knowledge index, calculating a description vector of a target content object, and indexing the target content object by searching for the description vector in the content object knowledge database. It may be difficult to search for an exact content object such as a music file or academic researcher as a conventional search index may not include related hierarchical information. A content object indexing process may add hierarchical information taken from a content object knowledge index and incorporate the hierarchical information to the index entry for a specific content object. An application of such a content object indexing process may be a world wide web search engine.
摘要翻译：内容对象索引处理包括创建内容对象知识索引，计算目标内容对象的描述向量，并通过搜索内容对象知识库中的描述向量来索引目标内容对象。可能难以搜索诸如音乐文件或学术研究者的确切内容对象，因为传统的搜索索引可能不包括相关的分层信息。内容对象索引处理可以添加从内容对象知识索引获取的分层信息，并且将分层信息并入特定内容对象的索引条目。这样的内容对象索引处理的应用可以是万维网搜索引擎。

3. 发明申请

US20090006189A1 DISPLAYING OF ADVERTISEMENT-INFUSED THUMBNAILS OF IMAGES 审中-公开
标题翻译：显示广告投放图像的图像
公开(公告)号：US20090006189A1
公开(公告)日：2009-01-01
申请号：US11769518
申请日：2007-06-27
申请人： Lei Zhang , Wei-Ying Ma , Ruochi Zhang , Zhiwei Li , Hsiao-Wuen Hon , Heung-Yeung Shum
发明人： Lei Zhang , Wei-Ying Ma , Ruochi Zhang , Zhiwei Li , Hsiao-Wuen Hon , Heung-Yeung Shum
IPC分类号： G06Q30/00
CPC分类号： G06Q30/02 , G06Q30/0247 , G06Q30/0277
摘要： An image advertisement system of a computing device displays as part of a display page an advertisement-infused thumbnail of an image prior to displaying the image. The image advertisement system initially receives a display page with an indication of an image to be displayed as part of the display page. The image advertisement system generates an advertisement-infused thumbnail of the image by combining advertisement content with a thumbnail of the image. The image advertisement system then displays the display page with the advertisement-infused thumbnail of the image in place of the image. The image advertisement system then replaces the displayed advertisement-infused thumbnail with the image.
摘要翻译：计算设备的图像广告系统在显示图像之前，将图像的广告注入的缩略图显示为显示页面的一部分。图像广告系统最初接收具有作为显示页面的一部分显示的图像的指示的显示页面。图像广告系统通过将广告内容与图像的缩略图组合来生成图像的广告注入的缩略图。图像广告系统然后显示具有图像的广告输入的缩略图的显示页面来代替图像。然后，图像广告系统用图像代替显示的广告输入的缩略图。

4. 发明授权

US08645370B2 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：US08645370B2
公开(公告)日：2014-02-04
申请号：US12972259
申请日：2010-12-17
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。

5. 发明申请

US20110087660A1 SCORING RELEVANCE OF A DOCUMENT BASED ON IMAGE TEXT 有权
标题翻译：根据图像文本对文档的相关性进行分类
公开(公告)号：US20110087660A1
公开(公告)日：2011-04-14
申请号：US12972259
申请日：2010-12-17
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。

6. 发明申请

US20080215561A1 SCORING RELEVANCE OF A DOCUMENT BASED ON IMAGE TEXT 有权
标题翻译：根据图像文本对文档的相关性进行分类
公开(公告)号：US20080215561A1
公开(公告)日：2008-09-04
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。

7. 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。

8. 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。

9. 发明授权

US08572088B2 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：US08572088B2
公开(公告)日：2013-10-29
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： G06F7/00 , 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。

10. 发明授权

US08224849B2 Object similarity search in high-dimensional vector spaces 有权
标题翻译：高维向量空间中的对象相似度搜索
公开(公告)号：US08224849B2
公开(公告)日：2012-07-17
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： G06F7/00 , G06F17/30
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。

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