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1. 发明申请

US20120296897A1 Text to Image Translation 有权
标题翻译：文本到图像翻译
公开(公告)号：US20120296897A1
公开(公告)日：2012-11-22
申请号：US13110282
申请日：2011-05-18
申请人： Wang Xin-Jing , Lei Zhang , Wei-Ying Ma
发明人： Wang Xin-Jing , Lei Zhang , Wei-Ying Ma
IPC分类号： G06F17/30
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.
摘要翻译：描述了在线实时文本的技术，用于几乎任何提交的查询的图像翻译。为所提交的查询确定每个语义类的语义类和相关联的类似项。制定与类似项目相关联的一个或多个请求。这些请求用于获取基于网络的图像和相关的周围文本。基于网络的图像用于获取相关的近似重复图像。分析图像的周围文本，以创建与提交的查询的每个语义类相关联的高质量文本。一个或多个查询相关分类器在线实时训练，以消除嘈杂的图像。评分功能用于评分图像。具有最高分数的图像作为查询响应返回。

2. 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.

3. 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.

4. 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。

5. 发明申请

US20120125178A1 SCALABLE MUSIC RECOMMENDATION BY SEARCH 有权
标题翻译：可搜索的音乐推荐
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。

6. 发明申请

US20110314013A1 RANKING ADVERTISEMENTS 有权
标题翻译：排名广告
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。

7. 发明授权

US08051083B2 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：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。

8. 发明申请

US20100205168A1 Thread-Based Incremental Web Forum Crawling 审中-公开
标题翻译：基于线程的增量Web论坛抓取
公开(公告)号：US20100205168A1
公开(公告)日：2010-08-12
申请号：US12368768
申请日：2009-02-10
申请人： Jiangming Yang , Rui Cai , Lei Zhang , Wei-Ying Ma
发明人： Jiangming Yang , Rui Cai , Lei Zhang , Wei-Ying Ma
IPC分类号： G06F17/30
CPC分类号： G06F16/951
摘要： The incremental web forum crawling technique described herein is a web forum crawling technique that employs a thread-wise strategy that takes into account thread-level statistics, for example, the number of replies and the frequency of replies, to estimate the activity trend of each thread. To extract such statistical information, the technique employs a simple yet very robust approach to extract the timestamp of each post in a discussion thread. It also employs a regression model to predict the time of the next post for each thread.
摘要翻译：本文描述的增量网页论坛抓取技术是一种网络论坛抓取技术，其采用考虑到线程级统计的线程策略，例如回复次数和回复频率，以估计每个线。为了提取这种统计信息，该技术采用一种简单而非常鲁棒的方法来提取讨论线程中每个帖子的时间戳。它还采用回归模型来预测每个线程的下一个帖子的时间。

9. 发明授权

US07644373B2 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：US07644373B2
公开(公告)日：2010-01-05
申请号：US11337945
申请日：2006-01-23
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 , G06F7/00
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。

10. 发明授权

US07529390B2 Automatically cropping an image 有权
标题翻译：自动裁剪图像
公开(公告)号：US07529390B2
公开(公告)日：2009-05-05
申请号：US11242605
申请日：2005-10-03
申请人： Lei Zhang , Mingju Zhang , Wei-Ying Ma , Yan-Feng Sun
发明人： Lei Zhang , Mingju Zhang , Wei-Ying Ma , Yan-Feng Sun
IPC分类号： G06K9/00
CPC分类号： H04N1/3873 , G06K9/00221 , G06K9/42 , G06T7/74 , G06T2207/20132 , G06T2207/30201
摘要： A method and system for cropping an image is provided. The cropping system automatically crops an image by selecting an image template whose condition is best satisfied by the image and then by selecting a cropping of the image that best attains the goal of the selected image template. The cropping system may use a metric or objective function to rate how well a cropping attains the goal of the selected image template. The cropping system may apply various optimization algorithms to identify a cropping that is the best as indicated by the metric. The cropping system can then automatically crop the image based on the identified cropping.
摘要翻译：提供了一种用于裁剪图像的方法和系统。裁剪系统通过选择图像最适合条件的图像模板自动裁剪图像，然后选择最佳达到所选图像模板目标的图像裁剪。裁剪系统可以使用度量或目标函数来评估裁剪达到所选图像模板的目标的程度。裁剪系统可以应用各种优化算法来识别由度量指示的最佳裁剪。然后，裁剪系统可以根据识别的裁剪自动裁剪图像。

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