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51. 发明申请

US20060239515A1 Efficient propagation for face annotation 有权
标题翻译：面部注释的高效传播
公开(公告)号：US20060239515A1
公开(公告)日：2006-10-26
申请号：US11111696
申请日：2005-04-21
申请人： Lei Zhang , Mingjing Li , Wei-Ying Ma , Yan-Feng Sun , Yuxiao Hu
发明人： Lei Zhang , Mingjing Li , Wei-Ying Ma , Yan-Feng Sun , Yuxiao Hu
IPC分类号： G06F17/00 , G06K9/00 , G06K9/54
CPC分类号： G06K9/00288 , G06F17/30265 , G06F17/30274 , G06K9/6221 , G06K2009/00328 , Y10S707/99945 , Y10S707/99948
摘要： Systems, engines, user interfaces, and methods allow a user to select a group of images, such as digital photographs, and assign to the group of images the name of a person who is represented in each of the images. The name is automatically propagated to the face of the person, each time the person's face occurs in an image. In one implementation, names and associations are shared between a browsing mode for viewing multiple images at once and a viewer mode, for viewing one image at a time. The browsing mode can provide a menu of candidate names for annotating a face in a single image of the viewer mode. Likewise, the viewer mode can provide annotated face information to the browser mode for facilitating name propagation. Identification of a person's face in multiple images can be accomplished not only by finding similarities in facial features but also by finding similarities in contextual features near the face in different images.
摘要翻译：系统，引擎，用户界面和方法允许用户选择一组图像，例如数字照片，并且在图像组中分配在每个图像中表示的人的姓名。每当人的脸发生在图像中时，名称将自动传播到人的脸部。在一个实现中，名称和关联在用于一次查看多个图像的浏览模式和观看者模式之间共享，以便一次查看一个图像。浏览模式可以提供用于在观看者模式的单个图像中注释脸部的候选名称的菜单。类似地，观看者模式可以向浏览器模式提供注释的面部信息，以便于名称传播。可以通过在面部特征中发现相似性，而且通过在不同图像中的脸部附近的上下文特征中找到相似性来实现多个图像中的人脸识别。

52. 发明授权

US09678992B2 Text to image translation 有权
公开(公告)号：US09678992B2
公开(公告)日：2017-06-13
申请号：US13110282
申请日：2011-05-18
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 , G06F15/18
CPC分类号： G06F17/30265 , G06F15/18 , G06F17/30247
摘要： Techniques are described for online real time text to image translation suitable for virtually any submitted query. Semantic classes and associated analogous items for each of the semantic classes are determined for the submitted query. One or more requests are formulated that are associated with analogous items. The requests are used to obtain web based images and associated surrounding text. The web based images are used to obtain associated near-duplicate images. The surrounding text of images is analyzed to create high-quality text associated with each semantic class of the submitted query. One or more query dependent classifiers are trained online in real time to remove noisy images. A scoring function is used to score the images. The images with the highest score are returned as a query response.

53. 发明授权

US08995771B2 Identification of duplicates within an image space 有权
标题翻译：识别图像空间中的重复项
公开(公告)号：US08995771B2
公开(公告)日：2015-03-31
申请号：US13459777
申请日：2012-04-30
申请人： Lei Zhang , Xin-Jing Wang , Wei-Ying Ma
发明人： Lei Zhang , Xin-Jing Wang , Wei-Ying Ma
IPC分类号： G06K9/46 , G06K9/66 , G06K9/62 , G06K9/54 , G06K9/60 , G06F7/00 , G06F17/30
CPC分类号： G06K9/6218 , G06F17/30705 , G06K9/6267
摘要： Implementations for identifying duplicate images in an image space are described. An image space is partitioned into a plurality of coarse clusters based on signatures of the images within the image space. The signatures are determined from compact descriptors of the images. Refined clusters that include one or more images of an individual coarse cluster are created based on pair-wise comparisons of the compact descriptors of images in the coarse cluster, and the refined clusters are identified as sets of duplicate images. The refined clusters are grown by searching in similar coarse clusters for images to add to the refined clusters.
摘要翻译：描述用于在图像空间中识别重复图像的实现。基于图像空间内的图像的签名，图像空间被分割成多个粗簇。签名由图像的紧凑描述符确定。基于粗略集群中的图像的紧凑描述符的成对比较，创建包括单个粗集群的一个或多个图像的精细集群，并且将精细集群标识为重复图像的集合。通过在类似的粗簇中搜索图像以增加到精细簇，生长精细簇。

54. 发明申请

US20120117052A1 WEB FORUM CRAWLING USING SKELETAL LINKS 有权
标题翻译：使用SKELETAL链接的WEB FORUM CRAWLING
公开(公告)号：US20120117052A1
公开(公告)日：2012-05-10
申请号：US13351952
申请日：2012-01-17
申请人： Lei Zhang , Wei-Ying Ma , Wei Lai , Jiangming Yang , Rui Cai
发明人： Lei Zhang , Wei-Ying Ma , Wei Lai , Jiangming Yang , Rui Cai
IPC分类号： G06F17/30
CPC分类号： G06F17/30864
摘要： A method and system for identifying informative links of a web site for use in crawling the web site is provided. A forum crawler analyzes sample web pages of a web forum to identify informative links and then crawls the web forum by following links determined to be informative and not following other links. The forum crawler system determines whether links are informative based on whether they are part of the overall structure of the web site or are used to select sequential information that has been split onto multiple web pages.
摘要翻译：提供了一种用于识别用于爬行网站的网站的信息链接的方法和系统。论坛搜寻器分析网页论坛的示例网页，以识别信息链接，然后通过确定为信息而不是遵循其他链接的链接抓取网页论坛。论坛搜寻器系统基于它们是网站的整体结构的一部分还是用于选择分割到多个网页上的顺序信息来确定链接是否具有信息性。

55. 发明申请

US20120114197A1 BUILDING A PERSON PROFILE DATABASE 有权
标题翻译：建立个人资料数据库
公开(公告)号：US20120114197A1
公开(公告)日：2012-05-10
申请号：US12942284
申请日：2010-11-09
申请人： Lei Zhang , Xin-Jing Wang , Wei-Ying Ma
发明人： Lei Zhang , Xin-Jing Wang , Wei-Ying Ma
IPC分类号： G06K9/00
CPC分类号： G06K9/00221 , G06F17/278 , G06F17/30253
摘要： Names of entities, such as people, in an image may be identified automatically. Visually similar images of entities are retrieved, including text proximate to the visually similar images. The collected text is mined for names of entities, and the detected names are analyzed. A name may be associated with the entity in the image, based on the analysis.
摘要翻译：可以自动识别图像中的实体（例如人物）的名称。检索实体相似的实体图像，包括靠近视觉相似图像的文本。收集的文本用于实体名称，并分析检测到的名称。基于分析，名称可能与图像中的实体相关联。

56. 发明申请

US20110307436A1 PATTERN TREE-BASED RULE LEARNING 有权
标题翻译：基于树的基于规则学习
公开(公告)号：US20110307436A1
公开(公告)日：2011-12-15
申请号：US12813171
申请日：2010-06-10
申请人： Rui Cai , Lei Zhang , Jiang-Ming Yang , Yan Ke , Xiaodong Fan , Wei-Ying Ma
发明人： Rui Cai , Lei Zhang , Jiang-Ming Yang , Yan Ke , Xiaodong Fan , Wei-Ying Ma
IPC分类号： G06N5/02 , G06F17/30
CPC分类号： G06F17/30864 , G06F17/30625
摘要： A pattern tree is constructed based on a plurality of key-value pairs representing portions of a data set. In some implementations, the pattern tree may be used for learning one or more rules for interacting with a source of the data set.
摘要翻译：基于表示数据集的部分的多个键值对来构造模式树。在一些实现中，模式树可以用于学习用于与数据集的源交互的一个或多个规则。

57. 发明申请

US20100169178A1 Advertising Method for Image Search 审中-公开
标题翻译：图像搜索的广告方法
公开(公告)号：US20100169178A1
公开(公告)日：2010-07-01
申请号：US12344295
申请日：2008-12-26
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： G06Q30/00 , G06F17/30
CPC分类号： G06Q30/02 , G06F16/583 , G06Q30/0256
摘要： A method for advertising in response to an image search. One or more keywords may be received. The keywords may be for searching one or more images on the network. The images may be retrieved based on the keywords. One or more advertisements may be selected based on a first visual content of the images and a second visual content of the one or more advertisements. The one or more of the advertisements may be displayed.
摘要翻译：一种响应于图像搜索进行广告的方法。可以接收一个或多个关键字。这些关键字可以用于搜索网络上的一个或多个图像。可以基于关键字检索图像。可以基于图像的第一视觉内容和一个或多个广告的第二视觉内容来选择一个或多个广告。可以显示一个或多个广告。

58. 发明授权

US07657504B2 User interface for displaying images of sights 有权
标题翻译：用于显示景点图像的用户界面
公开(公告)号：US07657504B2
公开(公告)日：2010-02-02
申请号：US11548244
申请日：2006-10-10
申请人： Feng Jing , Lei Zhang , Wei-Ying Ma
发明人： Feng Jing , Lei Zhang , Wei-Ying Ma
IPC分类号： G06F17/30
CPC分类号： G01C21/3605 , G09B29/008 , G09B29/106
摘要： A method and system for identifying sights associated with a location and for displaying images associated with those sights is provided. A tour system identifies sights associated with a location by submitting a search request formed using the location to an image search service. The tour system identifies salient phrases of metadata of the search results to be the candidate sight names. The tour system also provides a user interface for displaying the images associated with the locations. The user interface may present a slideshow of sights encountered when traveling on a trip.
摘要翻译：提供了一种用于识别与位置相关联的景点和用于显示与这些景点相关联的图像的方法和系统。旅游系统通过将使用该位置形成的搜索请求提交给图像搜索服务来识别与位置相关联的景点。巡视系统将搜索结果的元数据的突出短语识别为候选视线名称。旅游系统还提供用于显示与位置相关联的图像的用户界面。用户界面可以呈现旅行时遇到的景象的幻灯片。

59. 发明申请

US20090277322A1 Scalable Music Recommendation by Search 有权
标题翻译：可搜索的可扩展音乐推荐
公开(公告)号：US20090277322A1
公开(公告)日：2009-11-12
申请号：US12116805
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： 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。

60. 发明申请

US20090265363A1 FORUM WEB PAGE CLUSTERING BASED ON REPETITIVE REGIONS 有权
标题翻译：基于重复区域的论坛网页聚类
公开(公告)号：US20090265363A1
公开(公告)日：2009-10-22
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： 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。

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