公开(公告)号：US20100049772A1

公开(公告)日：2010-02-25

申请号：US12610225

申请日：2009-10-30

申请人： Feng Jing ,  Kefeng Deng ,  Lei Zhang ,  Wei-Ying Ma

发明人： Feng Jing ,  Kefeng Deng ,  Lei Zhang ,  Wei-Ying Ma

IPC分类号： G06F17/30 ,  G06F17/21

CPC分类号： G06F16/951 ,  Y10S707/99936

摘要： A method and system for identifying explanatory text for a referenced web page based on a reference to the referenced web page contained in a repeated pattern of a referencing web page is provided. An anchor explanatory text (“AET”) system uses the hierarchical organization of the web page to identify a repeated pattern of hierarchical elements that contain references to other display pages. After the AET system identifies a repeated pattern, it identifies the dominant reference or anchor within each occurrence of the pattern. The AET system uses the explanatory text surrounding a dominant anchor as a description of the referenced web page.

摘要翻译： 提供了一种用于基于对参考网页的重复模式中包含的引用网页的引用来识别所引用网页的说明文本的方法和系统。 锚定说明文本（“AET”）系统使用网页的分级组织来识别包含对其他显示页面的引用的分层元素的重复模式。 在AET系统识别重复模式之后，它会在每次出现模式时识别主导参考或锚点。 AET系统使用围绕主导锚点的说明文字作为引用网页的描述。

公开(公告)号：US07627571B2

公开(公告)日：2009-12-01

申请号：US11278289

申请日：2006-03-31

申请人： Feng Jing ,  Kefeng Deng ,  Lei Zhang ,  Wei-Ying Ma

发明人： Feng Jing ,  Kefeng Deng ,  Lei Zhang ,  Wei-Ying Ma

IPC分类号： G06F17/30

CPC分类号： G06F17/30864 ,  Y10S707/99936

摘要： A method and system for identifying explanatory text for a referenced web page based on a reference to the referenced web page contained in a repeated pattern of a referencing web page is provided. An anchor explanatory text (“AET”) system uses the hierarchical organization of the web page to identify a repeated pattern of hierarchical elements that contain references to other display pages. After the AET system identifies a repeated pattern, it identifies the dominant reference or anchor within each occurrence of the pattern. The AET system uses the explanatory text surrounding a dominant anchor as a description of the referenced web page.

摘要翻译： 提供了一种用于基于对参考网页的重复模式中包含的引用网页的引用来识别所引用网页的说明文本的方法和系统。 锚定说明文本（“AET”）系统使用网页的分级组织来识别包含对其他显示页面的引用的分层元素的重复模式。 在AET系统识别重复模式之后，它会在每次出现模式时识别主导参考或锚点。 AET系统使用围绕主导锚点的说明文字作为引用网页的描述。

公开(公告)号：US20090281906A1

公开(公告)日：2009-11-12

申请号：US12116855

申请日：2008-05-07

申请人： Rui Cai ,  Lei Zhang ,  Wei-Ying Ma

发明人： Rui Cai ,  Lei Zhang ,  Wei-Ying Ma

IPC分类号： G06Q30/00

CPC分类号： G06Q30/02 ,  G06Q10/06 ,  G06Q30/0601 ,  G06Q30/0603

摘要： An exemplary method includes defining a vocabulary for emotions; extracting descriptions for songs; generating distributions for the songs in an emotion space based at least in part on the vocabulary and the extracted descriptions; extracting salient words from a document; generating a distribution for the document in an emotion space based at least in part on the vocabulary and the extracted salient words; and matching the distribution for the document to one or more of the distributions for the songs. Various other exemplary methods, devices, systems, etc., are also disclosed.

摘要翻译： 一种示例性方法包括定义情绪词汇; 提取歌曲的描述; 至少部分地基于词汇和所提取的描述来生成情感空间中的歌曲的分布; 从文档中提取突出的单词; 至少部分地基于词汇和提取的突出词语在情感空间中生成文档的分发; 并将文档的分发与歌曲的一个或多个分发相匹配。 还公开了各种其它示例性方法，装置，系统等。

公开(公告)号：US20070174269A1

公开(公告)日：2007-07-26

申请号：US11337825

申请日：2006-01-23

申请人： Feng Jing ,  Lei Zhang ,  Mingjing Li ,  Wei-Ying Ma ,  Chang-Hu Wang

发明人： Feng Jing ,  Lei Zhang ,  Mingjing Li ,  Wei-Ying Ma ,  Chang-Hu Wang

IPC分类号： G06F17/30

CPC分类号： G06F17/30265

摘要： A method and system for generating clusters of images for a search result of an image query is provided. When an original image query is received, the search system identifies text associated with the original image query by submitting the original image query to a search engine. The search system identifies phrases from the text of the web page containing the search result. The search system uses each of the identified phrases as an image query and submits the image queries to an image search engine. The search system considers the image search result for each image query to represent a cluster of related images. The search system then presents the clusters of images as the images of the image search result of the original image query.

摘要翻译： 提供了一种用于生成用于图像查询的搜索结果的图像群集的方法和系统。 当接收到原始图像查询时，搜索系统通过将原始图像查询提交给搜索引擎来识别与原始图像查询相关联的文本。 搜索系统从包含搜索结果的网页的文本中识别短语。 搜索系统使用每个识别的短语作为图像查询，并将图像查询提交给图像搜索引擎。 搜索系统考虑每个图像查询的图像搜索结果来表示相关图像的集群。 然后，搜索系统将图像集合呈现为原始图像查询的图像搜索结果的图像。

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.

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.

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。

公开(公告)号：US20120125178A1

公开(公告)日：2012-05-24

申请号：US13363241

申请日：2012-01-31

申请人： Rui Cai ,  Lei Zhang ,  Wei-Ying Ma

发明人： Rui Cai ,  Lei Zhang ,  Wei-Ying Ma

IPC分类号： G10H1/00

CPC分类号： G10H1/0058 ,  G10H2210/081 ,  G10H2240/135 ,  G10H2240/305 ,  G10H2250/011

摘要： An exemplary method includes providing a music collection of a particular scale, determining a distance parameter for locality sensitive hashing based at least in part on the scale of the music collection and constructing an index for the music collection. Another exemplary method includes providing a song, extracting snippets from the song, analyzing time-varying timbre characteristics of the snippets and constructing one or more queries based on the analyzing. Such exemplary methods may be implemented by a portable device configured to maintain an index, to perform searches based on selected songs or portions of songs and to generate playlists from search results. Other exemplary methods, devices, systems, etc., are also disclosed.

摘要翻译： 一种示例性方法包括提供特定比例的音乐集合，至少部分地基于音乐收藏的比例并且为音乐收藏构建索引，确定用于局部敏感哈希的距离参数。 另一个示例性方法包括提供歌曲，从歌曲中提取片段，分析片段的时变音色特征并基于分析构建一个或多个查询。 这样的示例性方法可以通过被配置为维持索引的便携式设备来实现，以基于所选歌曲或歌曲的一部分执行搜索，并且从搜索结果生成播放列表。 还公开了其它示例性方法，装置，系统等。

公开(公告)号：US20110314013A1

公开(公告)日：2011-12-22

申请号：US12816533

申请日：2010-06-16

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： G06Q30/0241 ,  G06Q30/0251

摘要： While browsing, a user may interact with a wide variety of images. The user may upload and share images taken with a digital camera and/or search for image using a search engine. Because images are rich in contextual information, it may be advantageous to provide additional information, such as adjacent market advertising based upon matching advertisements with contextual information of the images. Accordingly, a query image may be used to retrieve a video frame set. The video frame set may be expanded with related video frames, which may comprise video frames correlating to adjacent markets. The expanded video frame set may be grouped into clusters of similar frames. The clusters may be used to rank advertisements based upon how similar the advertisements are to the clusters and/or video frames within the clusters. In this way, one or more ranked advertisements may be presented with the query image.

摘要翻译： 在浏览时，用户可以与各种图像进行交互。 用户可以上传和共享用数码相机拍摄的图像和/或使用搜索引擎来搜索图像。 由于图像丰富的上下文信息，提供附加信息可能是有利的，例如基于匹配广告的相邻市场广告与图像的上下文信息。 因此，可以使用查询图像来检索视频帧集合。 视频帧集合可以用相关的视频帧进行扩展，视频帧可以包括与相邻市场相关联的视频帧。 扩展的视频帧集可以被分组成类似帧的簇。 群集可以用于基于广告与群集内的群集和/或视频帧的相似度来对广告进行排名。 以这种方式，可以向查询图像呈现一个或多个排名的广告。

公开(公告)号：US08051083B2

公开(公告)日：2011-11-01

申请号：US12103712

申请日：2008-04-16

申请人： Wei Lai ,  Rui Cai ,  Jiangming Yang ,  Lei Zhang ,  Wei-Ying Ma

发明人： Wei Lai ,  Rui Cai ,  Jiangming Yang ,  Lei Zhang ,  Wei-Ying Ma

IPC分类号： G06F7/00 ,  G06F17/30

CPC分类号： G06Q10/10

摘要： Described is a technology by which forum web pages are processed into clusters for classification purposes, including by determining repetitive regions between pages and associating pages that have similar repetitive regions into a common cluster. Patterns corresponding to the regions are determined, and a feature set based at least in part on those patterns (e.g., pattern frequency) is extracted from the page. The feature set of a page is compared against the feature set of another page to determine similarity therewith, e.g., via a feature space distance computation that is evaluated against a threshold distance.

摘要翻译： 描述了一种技术，通过该技术将论坛网页处理成用于分类目的的群集，包括通过确定页面之间的重复区域并将具有相似重复区域的页面关联到公共群集中。 确定与区域对应的模式，并且至少部分地基于那些模式（例如，模式频率）从页面提取特征集。 将页面的特征集合与另一页面的特征集进行比较以确定其相似性，例如通过针对阈值距离评估的特征空间距离计算。