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公开(公告)号：US20080319844A1
公开(公告)日：2008-12-25
申请号：US11767410
申请日：2007-06-22
IPC分类号： G06Q30/00
CPC分类号： G06Q30/02 , G06Q30/0277
摘要： Systems and methods are described for image advertising. In one implementation, an image owner registers an image-bearing medium, such as a website, device, email account, messenger account, printing service, etc., including proprietary images, with a service. The service may connect with the image-bearing medium, for example, by using a crawler to find and analyze images and surrounding text on the website or other image-bearing medium. Then a relevancy engine automatically matches each candidate image with one or more relevant advertisements, based on criteria such as visual image content, surrounding text, and textual/thematic description of the image from an automatic content analysis. The matched advertisements are displayed within or near the associated image, whenever the image is displayed or accessed, e.g., on the Internet. The advertisement owner may pay the image owner a monetary compensation, which in one implementation depends on the number of viewers who access the image. The systems and methods may be applied wherever images are displayed, copied, or transferred.
摘要翻译： 描述了图像广告的系统和方法。 在一个实现中，图像所有者将包括专有图像的图像承载介质（诸如网站，设备，电子邮件帐户，信使帐户，打印服务等）注册到服务中。 例如，服务可以与图像承载介质连接，例如通过使用履带来查找和分析网站或其他承载媒体上的图像和周围文本。 然后，相关性引擎基于诸如视觉图像内容，周围文本以及来自自动内容分析的图像的文本/专题描述的标准自动地将每个候选图像与一个或多个相关广告相匹配。 每当图像被显示或访问时，例如在因特网上，匹配的广告被显示在相关联的图像内或附近。 广告拥有者可以向图像所有者支付货币补偿，这在一个实现中取决于访问图像的观看者的数量。 系统和方法可以应用于显示，复制或传输图像的任何地方。
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2.发明授权公开(公告)号：US09554093B2
公开(公告)日：2017-01-24
申请号：US11626251
申请日：2007-01-23
申请人： Xian-Sheng Hua , Wei Lai , Wei-Ying Ma , Shipeng Li
发明人： Xian-Sheng Hua , Wei Lai , Wei-Ying Ma , Shipeng Li
IPC分类号： H04N7/10 , H04N7/173 , H04N21/234 , H04N21/2387 , H04N21/472 , H04N21/6587 , H04N21/81
CPC分类号： H04N21/812 , H04N7/17318 , H04N21/23424 , H04N21/2387 , H04N21/47202 , H04N21/6587 , H04N21/8133
摘要： Systems and methods for automatically inserting advertisements into source video content playback streams are described. In one aspect, the systems and methods communicate a source video content playback stream to a video player to present source video to a user. During playback of the source video, and in response to receipt of a request from the user to navigate portions of the source video (e.g., a user command to fast forward the source video, rewind the source video, or other action), the systems and methods dynamically define a video advertisement clip insertion point (e.g., and insertion point based on a current playback position). The systems and methods then insert a contextually relevant and/or targeted video advertisement clip into the playback stream for presentation to the user.
摘要翻译： 描述了将广告自动插入到源视频内容回放流中的系统和方法。 在一个方面，系统和方法将源视频内容播放流传送给视频播放器，以向用户呈现源视频。 在播放源视频期间，并且响应于接收到来自用户的请求以导航源视频的部分（例如，用户命令来快速转发源视频，倒带源视频或其他动作），系统 并且方法动态地定义视频广告剪辑插入点（例如，基于当前播放位置的插入点）。 然后，系统和方法将上下文相关和/或目标视频广告剪辑插入到播放流中以呈现给用户。
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公开(公告)号：US20140250110A1
公开(公告)日：2014-09-04
申请号：US13394425
申请日：2011-11-25
申请人： Linjun Yang , Bo Geng , Xian-Sheng Hua , Shipeng Li
发明人： Linjun Yang , Bo Geng , Xian-Sheng Hua , Shipeng Li
IPC分类号： G06F17/30
CPC分类号： G06F16/5866 , G06F16/2228 , G06F16/248 , G06F16/583 , G06F16/9535
摘要： Attractiveness of an image may be estimated by integrating extracted visual features with contextual cues pertaining to the image. Image attractiveness may be defined by the visual features (e.g., perceptual quality, aesthetic sensitivity, and/or affective tone) of elements contained within the image. Images may be indexed based on the estimated attractiveness, search results may be presented based on image attractiveness, and/or a user may elect, after receiving image search results, to re-rank the image search results by attractiveness.
摘要翻译： 图像的吸引力可以通过将提取的视觉特征与与图像有关的语境线索相结合来估计。 图像吸引力可以由包含在图像内的元素的视觉特征（例如感知质量，美学敏感度和/或情感色调）来定义。 可以基于估计的吸引力来索引图像，可以基于图像吸引力来呈现搜索结果，和/或用户可以在接收图像搜索结果之后选择通过吸引力重新排列图像搜索结果。
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公开(公告)号：US08804005B2
公开(公告)日：2014-08-12
申请号：US12111202
申请日：2008-04-29
申请人： Tao Mei , Xian-Sheng Hua , Shipeng Li , Zhiwei Gu
发明人： Tao Mei , Xian-Sheng Hua , Shipeng Li , Zhiwei Gu
CPC分类号： G11B27/28 , G06K9/00711 , G06K9/6282
摘要： Visual concepts contained within a video clip are classified based upon a set of target concepts. The clip is segmented into shots and a multi-layer multi-instance (MLMI) structured metadata representation of each shot is constructed. A set of pre-generated trained models of the target concepts is validated using a set of training shots. An MLMI kernel is recursively generated which models the MLMI structured metadata representation of each shot by comparing prescribed pairs of shots. The MLMI kernel is subsequently utilized to generate a learned objective decision function which learns a classifier for determining if a particular shot (that is not in the set of training shots) contains instances of the target concepts. A regularization framework can also be utilized in conjunction with the MLMI kernel to generate modified learned objective decision functions. The regularization framework introduces explicit constraints which serve to maximize the precision of the classifier.
摘要翻译： 视频剪辑中包含的视觉概念基于一组目标概念进行分类。 剪辑被分割成镜头，并且构建每个镜头的多层多实例（MLMI）结构化元数据表示。 使用一组训练镜头验证了一组预先生成的目标概念训练模型。 通过比较规定的拍摄对，递归地生成MLMI内核，以对每个镜头的MLMI结构化元数据表示进行建模。 MLMI内核随后被用于生成学习的客观决策函数，该函数学习用于确定特定镜头（不在该组训练镜头中）是否包含目标概念的实例的分类器。 正则化框架也可以与MLMI内核一起使用，以生成修改后的学习目标决策函数。 正则化框架引入明确的约束，用于最大化分类器的精度。
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公开(公告)号：US08504422B2
公开(公告)日：2013-08-06
申请号：US12786020
申请日：2010-05-24
申请人： Tao Mei , Xian-Sheng Hua , Shipeng Li , Jinlian Guo , Fei Sheng
发明人： Tao Mei , Xian-Sheng Hua , Shipeng Li , Jinlian Guo , Fei Sheng
IPC分类号： G06Q30/00
CPC分类号： G06F17/30056 , G06F17/30047 , G06Q30/02 , G06Q30/0243
摘要： Techniques for recommending music and advertising to enhance a user's experience while photo browsing are described. In some instances, songs and ads are ranked for relevance to at least one photo from a photo album. The songs, ads and photo(s) from the photo album are then mapped to a style and mood ontology to obtain vector-based representations. The vector-based representations can include real valued terms, each term associated with a human condition defined by the ontology. A re-ranking process generates a relevancy term for each song and each ad indicating relevancy to the photo album. The relevancy terms can be calculated by summing weighted terms from the ranking and the mapping. Recommended music and ads may then be provided to a user, as the user browses a series of photos obtained from the photo album. The ads may be seamlessly embedded into the music in a nonintrusive manner.
摘要翻译： 描述用于推荐音乐和广告以提高用户在照相浏览时体验的技术。 在某些情况下，歌曲和广告的排名与相册中的至少一张照片相关。 然后将相册中的歌曲，广告和照片映射到风格和心境本体以获得基于矢量的表示。 基于向量的表示可以包括实际值，每个术语与由本体定义的人类条件相关联。 重新排序过程产生每个歌曲的相关术语，每个广告指示相册的相关性。 可以通过从排名和映射求和加权项来计算相关项。 然后，当用户浏览从相册获得的一系列照片时，推荐的音乐和广告可以被提供给用户。 广告可以无缝地嵌入到音乐中。
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公开(公告)号：US08370363B2
公开(公告)日：2013-02-05
申请号：US13091323
申请日：2011-04-21
申请人： Jingdong Wang , Xian-Sheng Hua , Shipeng Li , Jing Wang
发明人： Jingdong Wang , Xian-Sheng Hua , Shipeng Li , Jing Wang
IPC分类号： G06F17/30
CPC分类号： G06F17/30979
摘要： A hybrid search method may be used to identify information responsive to a query. A search may be performed utilizing a neighborhood graph and a partitioning tree. The partitioning tree may be searched to select one or more pivots that may be used to guide a subsequent search in the neighborhood graph. Once the search in the neighborhood graph is unable to identify nearest neighbors in closer proximity to the query, the search may be switched to the partitioning tree. The partitioning tree may then be searched to select pivots that may be used to guide subsequent searches in the neighborhood graph. The searches performed in the partitioning tree and/or the neighborhood graph may be conducted utilizing an iterative algorithm.
摘要翻译： 可以使用混合搜索方法来识别响应于查询的信息。 可以使用邻域图和分区树来执行搜索。 可以搜索分区树以选择可用于指导邻域图中的后续搜索的一个或多个枢轴。 一旦邻域图中的搜索无法识别更靠近查询的最近邻居，则可以将搜索切换到分区树。 然后可以搜索分区树以选择可用于指导邻域图中的后续搜索的枢轴。 可以使用迭代算法来执行在分区树和/或邻域图中执行的搜索。
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公开(公告)号：US08369686B2
公开(公告)日：2013-02-05
申请号：US12571373
申请日：2009-09-30
申请人： Tao Mei , Xian-Sheng Hua , Shipeng Li , Jinlian Guo
发明人： Tao Mei , Xian-Sheng Hua , Shipeng Li , Jinlian Guo
IPC分类号： H04N9/80
CPC分类号： H04N21/458 , G06Q30/02 , G06Q30/0243 , G11B27/034 , G11B27/28 , H04N21/44008 , H04N21/440236 , H04N21/466 , H04N21/812
摘要： Video advertising overlay technique embodiments are presented that generally detect a set of spatio-temporal nonintrusive positions within a series of consecutive video frames in shots of a digital video and then overlay contextually relevant ads on these positions. In one general embodiment, this is accomplished by decomposing the video into a series of shots, and then identifying a video advertisement for each of a selected set of the shots. The identified video advertisement is one that is determined to be the most relevant to the content of the shot. An overlay area is also identified in each of the shots, where the selected overlay area is the least intrusive among a plurality of prescribed areas to a viewer of the video. The video advertisements identified for the shots are then respectively scheduled to be overlaid in the identified overlay area of a shot, whenever the shot is played.
摘要翻译： 提供了视频广告覆盖技术实施例，其通常在数字视频的拍摄中检测一系列连续视频帧内的一组时空非侵入位置，然后在这些位置上重叠相关的相关广告。 在一个一般实施例中，这通过将视频分解成一系列镜头，然后为所选择的一组拍摄中的每一个识别视频广告来实现。 所识别的视频广告是被确定为与拍摄内容最相关的广告。 在每个拍摄中还识别覆盖区域，其中所选覆盖区域在多个规定区域中对于视频的观看者是最小的侵入。 每当拍摄被拍摄时，为拍摄而识别的视频广告然后分别被调度为覆盖在所识别的拍摄的重叠区域中。
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公开(公告)号：US20120271833A1
公开(公告)日：2012-10-25
申请号：US13091323
申请日：2011-04-21
申请人： Jingdong Wang , Xian-Sheng Hua , Shipeng Li , Jing Wang
发明人： Jingdong Wang , Xian-Sheng Hua , Shipeng Li , Jing Wang
IPC分类号： G06F17/30
CPC分类号： G06F17/30979
摘要： A hybrid search method may be used to identify information responsive to a query. A search may be performed utilizing a neighborhood graph and a partitioning tree. The partitioning tree may be searched to select one or more pivots that may be used to guide a subsequent search in the neighborhood graph. Once the search in the neighborhood graph is unable to identify nearest neighbors in closer proximity to the query, the search may be switched to the partitioning tree. The partitioning tree may then be searched to select pivots that may be used to guide subsequent searches in the neighborhood graph. The searches performed in the partitioning tree and/or the neighborhood graph may be conducted utilizing an iterative algorithm.
摘要翻译： 可以使用混合搜索方法来识别响应于查询的信息。 可以使用邻域图和分区树来执行搜索。 可以搜索分区树以选择可用于指导邻域图中的后续搜索的一个或多个枢轴。 一旦邻域图中的搜索无法识别更靠近查询的最近邻居，则可以将搜索切换到分区树。 然后可以搜索分区树以选择可用于指导邻域图中的后续搜索的枢轴。 可以使用迭代算法来执行在分区树和/或邻域图中执行的搜索。
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公开(公告)号：US08196032B2
公开(公告)日：2012-06-05
申请号：US11263718
申请日：2005-11-01
申请人： Xian-Sheng Hua , Shipeng Li
发明人： Xian-Sheng Hua , Shipeng Li
CPC分类号： G11B27/034
摘要： Systems and methods for template-based multimedia authoring and sharing are described. In one aspect, media content is selectively applied to a content description template to author media in a content description. The content description template provides a temporal structure for the applied media content. A content representation template is selected and combined with the temporally structured media in the content description to specify rendering criteria and generate a content description and representation for one or more of rendering, sharing, and exporting the temporally structured authored media.
摘要翻译： 描述了基于模板的多媒体创作和共享的系统和方法。 在一个方面，媒体内容被选择性地应用于内容描述模板以在内容描述中创作媒体。 内容描述模板提供所应用的媒体内容的时间结构。 选择内容表示模板并与内容描述中的时间结构化媒体组合以指定呈现标准，并且生成用于呈现，共享和导出时间上结构化的创作媒体中的一个或多个的内容描述和表示。
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公开(公告)号：US20110288929A1
公开(公告)日：2011-11-24
申请号：US12786020
申请日：2010-05-24
申请人： Tao Mei , Xian-Sheng Hua , Shipeng Li , Jinlian Guo , Fei Sheng
发明人： Tao Mei , Xian-Sheng Hua , Shipeng Li , Jinlian Guo , Fei Sheng
CPC分类号： G06F17/30056 , G06F17/30047 , G06Q30/02 , G06Q30/0243
摘要： Techniques for recommending music and advertising to enhance a user's experience while photo browsing are described. In some instances, songs and ads are ranked for relevance to at least one photo from a photo album. The songs, ads and photo(s) from the photo album are then mapped to a style and mood ontology to obtain vector-based representations. The vector-based representations can include real valued terms, each term associated with a human condition defined by the ontology. A re-ranking process generates a relevancy term for each song and each ad indicating relevancy to the photo album. The relevancy terms can be calculated by summing weighted terms from the ranking and the mapping. Recommended music and ads may then be provided to a user, as the user browses a series of photos obtained from the photo album. The ads may be seamlessly embedded into the music in a nonintrusive manner.
摘要翻译： 描述用于推荐音乐和广告以提高用户在照相浏览时体验的技术。 在某些情况下，歌曲和广告的排名与相册中的至少一张照片相关。 然后将相册中的歌曲，广告和照片映射到风格和心境本体以获得基于矢量的表示。 基于向量的表示可以包括实际值，每个术语与由本体定义的人类条件相关联。 重新排序过程产生每个歌曲的相关术语，每个广告指示相册的相关性。 可以通过从排名和映射求和加权项来计算相关项。 然后，当用户浏览从相册获得的一系列照片时，推荐的音乐和广告可以被提供给用户。 广告可以无缝地嵌入到音乐中。
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