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1. 发明授权

US08938116B2 Image cropping using supervised learning 有权
标题翻译：使用监督学习的图像裁剪
公开(公告)号：US08938116B2
公开(公告)日：2015-01-20
申请号：US13315066
申请日：2011-12-08
申请人： Lyndon Kennedy , Roelof van Zwol , Nicolas Torzec , Belle Tseng
发明人： Lyndon Kennedy , Roelof van Zwol , Nicolas Torzec , Belle Tseng
IPC分类号： G06K9/62
CPC分类号： G06K9/00711 , G06K9/00228 , G06K9/46 , G06K9/4671 , G06K9/52 , G06K9/62 , G06K9/6201 , G06K2009/4666 , G06T3/40 , G06T11/60
摘要： Software for supervised learning extracts a set of pixel-level features from each source image in collection of source images. Each of the source images is associated with a thumbnail created by an editor. The software also generates a collection of unique bounding boxes for each source image. And the software calculates a set of region-level features for each bounding box. Each region-level feature results from the aggregation of pixel values for one of the pixel-level features. The software learns a regression model, using the calculated region-level features and the thumbnail associated with the source image. Then the software chooses a thumbnail from a collection of unique bounding boxes in a new image, based on application of the regression model.
摘要翻译：用于监督学习的软件在收集源图像时从每个源图像中提取一组像素级特征。每个源图像与由编辑器创建的缩略图相关联。该软件还为每个源图像生成一组独特的边界框。并且软件为每个边界框计算一组区域级别的功能。每个区域级别的特征来自于像素级特征之一的像素值的聚合。该软件学习回归模型，使用计算的区域级功能和与源图像相关联的缩略图。然后，软件根据回归模型的应用，从新图像中的独特边界框的集合中选择一个缩略图。

2. 发明申请

US20130148880A1 Image Cropping Using Supervised Learning 有权
标题翻译：使用监督学习的图像裁剪
公开(公告)号：US20130148880A1
公开(公告)日：2013-06-13
申请号：US13315066
申请日：2011-12-08
申请人： Lyndon Kennedy , Roelof van Zwol , Nicolas Torzec , Belle Tseng
发明人： Lyndon Kennedy , Roelof van Zwol , Nicolas Torzec , Belle Tseng
IPC分类号： G06K9/62
CPC分类号： G06K9/00711 , G06K9/00228 , G06K9/46 , G06K9/4671 , G06K9/52 , G06K9/62 , G06K9/6201 , G06K2009/4666 , G06T3/40 , G06T11/60
摘要： Software for supervised learning extracts a set of pixel-level features from each source image in collection of source images. Each of the source images is associated with a thumbnail created by an editor. The software also generates a collection of unique bounding boxes for each source image. And the software calculates a set of region-level features for each bounding box. Each region-level feature results from the aggregation of pixel values for one of the pixel-level features. The software learns a regression model, using the calculated region-level features and the thumbnail associated with the source image. Then the software chooses a thumbnail from a collection of unique bounding boxes in a new image, based on application of the regression model.
摘要翻译：用于监督学习的软件在收集源图像时从每个源图像中提取一组像素级特征。每个源图像与由编辑器创建的缩略图相关联。该软件还为每个源图像生成一组独特的边界框。并且软件为每个边界框计算一组区域级别的功能。每个区域级别的特征来自于像素级特征之一的像素值的聚合。该软件学习回归模型，使用计算的区域级功能和与源图像相关联的缩略图。然后，软件根据回归模型的应用，从新图像中的独特边界框的集合中选择一个缩略图。

3. 发明授权

US09349129B2 Media enrichment system and method 有权
标题翻译：介质浓缩系统和方法
公开(公告)号：US09349129B2
公开(公告)日：2016-05-24
申请号：US13274812
申请日：2011-10-17
申请人： Roelof van Zwol , Lluis Garcia Pueyo , Lyndon Kennedy , Yash Dayal , Mridul Muralidharan , Thomas Gulik , Tejaswi Kasturi
发明人： Roelof van Zwol , Lluis Garcia Pueyo , Lyndon Kennedy , Yash Dayal , Mridul Muralidharan , Thomas Gulik , Tejaswi Kasturi
IPC分类号： G06F15/16 , G06Q30/02
CPC分类号： G06Q30/0269 , G06Q30/02 , G06Q30/0255 , G06Q30/0261 , G06Q50/01 , H04L67/18 , H04L67/22 , H04L67/306 , H04L67/42
摘要： Disclosed herein are aspects associated with contextual, or related, media enrichment presentation item of a media object served via the internet. A request to annotate a media object in connection with the media object's presentation is received, and a media object identifier and a profile identifier are obtained. The media object's information is retrieved using the media object identifier, and a profile is retrieved using the profile identifier. A response including one or more references to one or more media enrichment presentation items is transmitted, each reference to a media enrichment presentation item comprising information for use in retrieving the media enrichment presentation item for presentation in connection with presentation of the media object.
摘要翻译：本文公开了与通过因特网服务的媒体对象的上下文或相关媒体丰富呈现项相关联的方面。接收到与媒体对象的呈现相关联的媒体对象的注释请求，并且获得媒体对象标识符和简档标识符。使用媒体对象标识符检索媒体对象的信息，并且使用简档标识符来检索简档。发送包括对一个或多个媒体富集呈现项目的一个或多个引用的响应，每个引用包括用于检索用于呈现媒体对象的呈现的媒体丰富呈现项目的信息的媒体富集呈现项目。

4. 发明申请

US20130097285A1 MEDIA ENRICHMENT SYSTEM AND METHOD 有权
标题翻译：媒体扩充系统与方法
公开(公告)号：US20130097285A1
公开(公告)日：2013-04-18
申请号：US13274812
申请日：2011-10-17
申请人： Roelof van Zwol , Lluis Garcia Pueyo , Lyndon Kennedy , Yash Dayal , Mridul Muralidharan , Thomas Gulik , Tejaswi Kasturi
发明人： Roelof van Zwol , Lluis Garcia Pueyo , Lyndon Kennedy , Yash Dayal , Mridul Muralidharan , Thomas Gulik , Tejaswi Kasturi
IPC分类号： G06F15/16
CPC分类号： G06Q30/0269 , G06Q30/02 , G06Q30/0255 , G06Q30/0261 , G06Q50/01 , H04L67/18 , H04L67/22 , H04L67/306 , H04L67/42
摘要： Disclosed herein are aspects associated with contextual, or related, media enrichment presentation item of a media object served via the internet. A request to annotate a media object in connection with the media object's presentation is received, and a media object identifier and a profile identifier are obtained. The media object's information is retrieved using the media object identifier, and a profile is retrieved using the profile identifier. A response including one or more references to one or more media enrichment presentation items is transmitted, each reference to a media enrichment presentation item comprising information for use in retrieving the media enrichment presentation item for presentation in connection with presentation of the media object.
摘要翻译：本文公开了与通过因特网服务的媒体对象的上下文或相关媒体丰富呈现项相关联的方面。接收到与媒体对象的呈现相关联的媒体对象的注释请求，并且获得媒体对象标识符和简档标识符。使用媒体对象标识符检索媒体对象的信息，并且使用简档标识符来检索简档。发送包括对一个或多个媒体富集呈现项目的一个或多个引用的响应，每个引用包括用于检索用于呈现媒体对象的呈现的媒体丰富呈现项目的信息的媒体富集呈现项目。

5. 发明申请

US20110207482A1 MEDIA EVENT STRUCTURE AND CONTEXT IDENTIFICATION USING SHORT MESSAGES 有权
标题翻译：媒体事件结构和使用短消息的语境识别
公开(公告)号：US20110207482A1
公开(公告)日：2011-08-25
申请号：US12710126
申请日：2010-02-22
申请人： David Ayman Shamma , Lyndon Kennedy , Elizabeth F. Churchill
发明人： David Ayman Shamma , Lyndon Kennedy , Elizabeth F. Churchill
IPC分类号： H04W4/12
CPC分类号： G06F17/2765 , H04L51/32 , H04L67/22 , H04W4/14 , H04W4/20
摘要： The present disclosure is descriptive of discovering structure, content, and context of a media event, e.g., a live media event, using real-time discussions that unfold through short messaging services. Generally, a sampling of short messages of a plurality of users is obtained. The sampling of short messages corresponds to a media event. A segment in the media event is identified using the sampling of short messages, and at least one term taken from the sampling of short messages is identified. The at least one term is indicative of a context of the identified segment.
摘要翻译：本公开描述了使用通过短消息服务展现的实时讨论来发现媒体事件（例如，现场媒体事件）的结构，内容和上下文。通常，获得多个用户的短消息的采样。短消息的采样对应于媒体事件。使用短消息的采样来识别媒体事件中的段，并且识别从短消息的采样中取得的至少一个项。至少一个术语表示所识别的片段的上下文。

6. 发明授权

US08396876B2 Identifying reliable and authoritative sources of multimedia content 有权
标题翻译：识别可靠和权威的多媒体内容来源
公开(公告)号：US08396876B2
公开(公告)日：2013-03-12
申请号：US12957335
申请日：2010-11-30
申请人： Lyndon Kennedy , Malcolm Slaney
发明人： Lyndon Kennedy , Malcolm Slaney
IPC分类号： G06F17/30 , G06N5/02
CPC分类号： G06F17/30038
摘要： Embodiments are directed towards identifying authoritative sources of multimedia content useable in rank ordering class-dependent search-query results of multimedia content. In one embodiment, a citation model is employed for measuring or otherwise determining a strength of an authority to a content source. In one embodiment, a directed graph is constructed over a network of sources based on a propensity of one source to “cite” content provided by another source. In one embodiment, a random walk may be conducted across the network of sources to arrive at authority scores for each source in the network. In another embodiment, a machine-learning algorithm may be used to arrive at authority scores. The authority scores may then be applied for ranking, for example, search-query results, and/or retrieval purposes.
摘要翻译：实施例旨在确定可在多媒体内容的等级排序等级相关搜索查询结果中使用的多媒体内容的权威来源。在一个实施例中，引用模型用于测量或以其他方式确定内容源的权限的强度。在一个实施例中，基于一个源的倾向来引用另一个源提供的内容，在源网络上构建有向图。在一个实施例中，可以跨源网络进行随机游走，以获得网络中每个源的权限分数。在另一个实施例中，可以使用机器学习算法来获得权限分数。然后可以将权限分数应用于排序，例如搜索查询结果和/或检索目的。

7. 发明授权

US08086048B2 System to compile landmark image search results 有权
标题翻译：系统编译地标图像搜索结果
公开(公告)号：US08086048B2
公开(公告)日：2011-12-27
申请号：US12126387
申请日：2008-05-23
申请人： Mor Naaman , Lyndon Kennedy
发明人： Mor Naaman , Lyndon Kennedy
IPC分类号： G06K9/62
CPC分类号： G06K9/622 , G06F17/30241 , G06F17/3087 , G06K9/4671
摘要： This patent discloses a system to compile a landmark image search result. The system may determine a rank of each image within a visual cluster according to at least one of a low-level self-similarity score, a low-level discriminative modeling score, and a point wise linking score. The landmark image search result may be compiled as a function of the rank of each image.
摘要翻译：该专利公开了一种编译地标图像搜索结果的系统。系统可以根据低级自相似度得分，低级别辨别模型得分和点式连接得分中的至少一个来确定视觉群集内的每个图像的等级。可以根据每个图像的等级来编辑地标图像搜索结果。

8. 发明授权

US09084096B2 Media event structure and context identification using short messages 有权
标题翻译：使用短消息的媒体事件结构和上下文标识
公开(公告)号：US09084096B2
公开(公告)日：2015-07-14
申请号：US12710126
申请日：2010-02-22
申请人： David Ayman Shamma , Lyndon Kennedy , Elizabeth F. Churchill
发明人： David Ayman Shamma , Lyndon Kennedy , Elizabeth F. Churchill
IPC分类号： G06F17/30 , H04W4/14 , H04L12/58 , H04L29/08 , H04W4/20
CPC分类号： G06F17/2765 , H04L51/32 , H04L67/22 , H04W4/14 , H04W4/20
摘要： The present disclosure is descriptive of discovering structure, content, and context of a media event, e.g., a live media event, using real-time discussions that unfold through short messaging services. Generally, a sampling of short messages of a plurality of users is obtained. The sampling of short messages corresponds to a media event. A segment in the media event is identified using the sampling of short messages, and at least one term taken from the sampling of short messages is identified. The at least one term is indicative of a context of the identified segment.
摘要翻译：本公开描述了使用通过短消息服务展现的实时讨论来发现媒体事件（例如，现场媒体事件）的结构，内容和上下文。通常，获得多个用户的短消息的采样。短消息的采样对应于媒体事件。使用短消息的采样来识别媒体事件中的段，并且识别从短消息的采样中取得的至少一个项。至少一个术语表示所识别的片段的上下文。

9. 发明申请

US20090290812A1 System to Compile Landmark Image Search Results 有权
标题翻译：系统编译地标图像搜索结果
公开(公告)号：US20090290812A1
公开(公告)日：2009-11-26
申请号：US12126387
申请日：2008-05-23
申请人： Mor Naaman , Lyndon Kennedy
发明人： Mor Naaman , Lyndon Kennedy
IPC分类号： G06K9/54
CPC分类号： G06K9/622 , G06F17/30241 , G06F17/3087 , G06K9/4671
摘要： This patent discloses a system to compile a landmark image search result. The system may determine a rank of each image within a visual cluster according to at least one of a low-level self-similarity score, a low-level discriminative modeling score, and a point wise linking score. The landmark image search result may be compiled as a function of the rank of each image.
摘要翻译：该专利公开了一种编译地标图像搜索结果的系统。系统可以根据低级自相似度得分，低级别辨别模型得分和点式连接得分中的至少一个来确定视觉群集内的每个图像的等级。可以根据每个图像的等级来编辑地标图像搜索结果。

10. 发明授权

US08849058B2 Systems and methods for image archaeology 有权
标题翻译：图像考古系统和方法
公开(公告)号：US08849058B2
公开(公告)日：2014-09-30
申请号：US12861377
申请日：2010-08-23
申请人： Lyndon Kennedy , Shih-Fu Chang
发明人： Lyndon Kennedy , Shih-Fu Chang
IPC分类号： G06K9/32 , G06K9/40 , G06K9/20 , G06F17/30 , G06T11/60 , G06T7/00 , G06T7/20
CPC分类号： G06T7/0022 , G06T7/254 , G06T7/97 , G06T11/60
摘要： Systems and methods are described for determining manipulation history among a plurality of images. The described techniques include selecting a pair of images from the plurality of images, detecting one or more manipulations operable to transform one of the images to the other, and based on the manipulations detected, determining a parent-child relationship between the pair or pairs of images. The described techniques can further include repeating the selecting two images, detecting manipulations, and determining the parent-child relationship for each pairs of images in the plurality of images, constructing a visual migration map for the images, and presenting the visual migration map in a user readable format.
摘要翻译：描述了用于确定多个图像之间的操作历史的系统和方法。所描述的技术包括从多个图像中选择一对图像，检测可操作以将图像中的一个图像转换为另一图像的一个或多个操作，并且基于检测到的操作，确定一对或多对图像之间的父子关系图片。所描述的技术可以进一步包括重复选择两个图像，检测操作，以及确定多个图像中每对图像的父子关系，构建图像的视觉迁移图，以及将视觉迁移图呈现在用户可读格式。

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