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21. 发明申请

US20100153219A1 IN-TEXT EMBEDDED ADVERTISING 有权
标题翻译：文字嵌入广告
公开(公告)号：US20100153219A1
公开(公告)日：2010-06-17
申请号：US12334364
申请日：2008-12-12
申请人： Tao Mei , Xian-Sheng Hua , Shipeng Li , Linjun Yang
发明人： Tao Mei , Xian-Sheng Hua , Shipeng Li , Linjun Yang
IPC分类号： G06Q30/00 , G06F17/30 , G06F7/06 , G06N5/02 , G06F17/27
CPC分类号： G06Q30/0251 , G06F17/27 , G06F17/3089 , G06Q30/02 , G06Q30/0277
摘要： Computer program products, devices, and methods for generating in-text embedded advertising are described. Embedded advertising is “hidden” or embedded into a message by matching an advertisement to the message and identifying a place in the message to insert the advertisement. For textual messages, statistical analysis of individual sentences is performed to determine where it would be most natural to insert an advertisement. Statistical rules of grammar derived from a language model may be used choose a natural and grammatical place in the sentence for inserting the advertisement. Insertion of the advertisement creates a modified sentence without degrading a meaning of the original sentence, yet also includes the advertisement as a part of a new sentence.
摘要翻译：描述了用于生成文本嵌入式广告的计算机程序产品，设备和方法。嵌入式广告通过将广告与消息进行匹配来“隐藏”或嵌入到消息中，并且识别消息中的位置以插入广告。对于文本消息，执行单个句子的统计分析以确定插入广告最为自然的位置。可以使用从语言模型导出的语法的统计规则，在句子中选择一个自然和语法的地方插入广告。广告的插入创建一个修改后的句子，而不会降低原始句子的含义，而且还包括广告作为新句子的一部分。

22. 发明申请

US20090083781A1 Intelligent Video Player 审中-公开
标题翻译：智能视频播放器
公开(公告)号：US20090083781A1
公开(公告)日：2009-03-26
申请号：US11859334
申请日：2007-09-21
申请人： Linjun Yang , Xian-Sheng Hua , Shipeng Li
发明人： Linjun Yang , Xian-Sheng Hua , Shipeng Li
IPC分类号： H04H20/00 , H04N7/00
CPC分类号： G11B27/105 , G06F16/70 , G11B27/3027 , H04H60/73 , H04H2201/90
摘要： Systems and methods for managing digital video data are described. The digital video data maybe managed by employing a computing device to extract metadata from the video file and calculate a unique video signature associated with the video file. The computing device then uploads the metadata and unique video signature to a server which stores the metadata in a lookup table according to the unique video signature.
摘要翻译：描述用于管理数字视频数据的系统和方法。数字视频数据可以通过使用计算设备从视频文件中提取元数据并且计算与视频文件相关联的唯一视频签名来管理。然后，计算设备将元数据和唯一视频签名上传到根据唯一视频签名将元数据存储在查找表中的服务器。

23. 发明申请

US20090079871A1 ADVERTISEMENT INSERTION POINTS DETECTION FOR ONLINE VIDEO ADVERTISING 有权
标题翻译：广告插入点检测在线视频广告
公开(公告)号：US20090079871A1
公开(公告)日：2009-03-26
申请号：US11858628
申请日：2007-09-20
申请人： Xian-Sheng Hua , Tao Mei , Linjun Yang , Shipeng Li
发明人： Xian-Sheng Hua , Tao Mei , Linjun Yang , Shipeng Li
IPC分类号： H04N9/74
CPC分类号： G11B27/28 , G11B27/036 , H04N21/2365 , H04N21/4347 , H04N21/812 , H04N21/8456 , H04N21/854
摘要： Systems and methods for determining insertion points in a first video stream are described. The insertions points being configured for inserting at least one second video into the first video. In accordance with one embodiment, a method for determining the insertion points includes parsing the first video into a plurality of shots. The plurality of shots includes one or more shot boundaries. The method then determines one or more insertion points by balancing a discontinuity metric and an attractiveness metric of each shot boundary.
摘要翻译：描述用于确定第一视频流中的插入点的系统和方法。插入点被配置用于将至少一个第二视频插入到第一视频中。根据一个实施例，用于确定插入点的方法包括将第一视频解析成多个镜头。多个镜头包括一个或多个镜头边界。然后，该方法通过平衡不连续度量和每个镜头边界的吸引度度量来确定一个或多个插入点。

24. 发明申请

US20090006368A1 Automatic Video Recommendation 审中-公开
标题翻译：自动视频推荐
公开(公告)号：US20090006368A1
公开(公告)日：2009-01-01
申请号：US11771219
申请日：2007-06-29
申请人： Tao Mei , Xian-Sheng Hua , Bo Yang , Linjun Yang , Shipeng Li
发明人： Tao Mei , Xian-Sheng Hua , Bo Yang , Linjun Yang , Shipeng Li
IPC分类号： G06F17/30 , G06F3/00
CPC分类号： H04N7/17318 , G06F16/735 , G06F16/78 , G06F16/7844 , G06F16/7847 , H04N21/466 , H04N21/4667 , H04N21/472
摘要： Automatic video recommendation is described. The recommendation does not require an existing user profile. The source videos are directly compared to a user selected video to determine relevance, which is then used as a basis for video recommendation. The comparison is performed with respect to a weighted feature set including at least one content-based feature, such as a visual feature, an aural feature and a content-derived textural feature. Multimodal implementation including multimodal features (e.g., visual, aural and textural) extracted from the videos is used for more reliable relevance ranking. One embodiment uses an indirect textural feature generated by automatic text categorization based on a set of predefined category hierarchy. Another embodiment uses self-learning based on user click-through history to improve relevance ranking.
摘要翻译：描述了自动视频推荐。该建议不需要现有的用户配置文件。源视频直接与用户选择的视频进行比较，以确定相关性，然后将其用作视频推荐的基础。相对于包括至少一个基于内容的特征（例如视觉特征，听觉特征和内容导出的纹理特征）的加权特征集执行比较。使用从视频提取的包括多模态特征（例如，视觉，听觉和纹理）的多模实现用于更可靠的相关性排名。一个实施例使用基于一组预定义类别层次的自动文本分类生成的间接纹理特征。另一个实施例使用基于用户点击历史的自学习来提高相关性排名。

25. 发明授权

US08654255B2 Advertisement insertion points detection for online video advertising 有权
标题翻译：广告插入点检测在线视频广告
公开(公告)号：US08654255B2
公开(公告)日：2014-02-18
申请号：US11858628
申请日：2007-09-20
申请人： Xian-Sheng Hua , Tao Mei , Linjun Yang , Shipeng Li
发明人： Xian-Sheng Hua , Tao Mei , Linjun Yang , Shipeng Li
IPC分类号： H04N9/74
CPC分类号： G11B27/28 , G11B27/036 , H04N21/2365 , H04N21/4347 , H04N21/812 , H04N21/8456 , H04N21/854
摘要： Systems and methods for determining insertion points in a first video stream are described. The insertions points being configured for inserting at least one second video into the first video. In accordance with one embodiment, a method for determining the insertion points includes parsing the first video into a plurality of shots. The plurality of shots includes one or more shot boundaries. The method then determines one or more insertion points by balancing a discontinuity metric and an attractiveness metric of each shot boundary.
摘要翻译：描述用于确定第一视频流中的插入点的系统和方法。插入点被配置用于将至少一个第二视频插入到第一视频中。根据一个实施例，用于确定插入点的方法包括将第一视频解析成多个镜头。多个镜头包括一个或多个镜头边界。然后，该方法通过平衡不连续度量和每个镜头边界的吸引度度量来确定一个或多个插入点。

26. 发明授权

US08543521B2 Supervised re-ranking for visual search 有权
标题翻译：视觉搜索的监督重新排名
公开(公告)号：US08543521B2
公开(公告)日：2013-09-24
申请号：US13076350
申请日：2011-03-30
申请人： Linjun Yang , Xian-Sheng Hua
发明人： Linjun Yang , Xian-Sheng Hua
IPC分类号： G06F15/18
CPC分类号： G06F17/30274 , G06F17/30247 , G06F17/30268
摘要： Supervised re-ranking for visual search may include re-ordering images that are returned in response to a text-based image search by exploiting visual information included in the images. In one example, supervised re-ranking for visual search may include receiving a textual query, obtaining an initial ranking result including a plurality of images corresponding to the textual query, and representing the textual query by a visual context of the plurality of images. A query-independent re-ranking model may be trained based on visual re-ranking features of the plurality of images of the textual query in accordance with a supervised training algorithm.
摘要翻译：视觉搜索的监督重新排序可以包括通过利用包括在图像中的视觉信息来重新排序响应于基于文本的图像搜索返回的图像。在一个示例中，用于视觉搜索的监督重新排序可以包括接收文本查询，获得包括对应于文本查询的多个图像的初始排名结果，以及通过多个图像的视觉上下文来表示文本查询。可以根据监督训练算法，基于文本查询的多个图像的视觉重新排列特征来训练不依赖于查询的重排序模型。

27. 发明授权

US08346767B2 Image search result summarization with informative priors 有权
标题翻译：图像搜索结果汇总与信息先验
公开(公告)号：US08346767B2
公开(公告)日：2013-01-01
申请号：US12764917
申请日：2010-04-21
申请人： Linjun Yang , Rui Liu , Xian-Sheng Hua
发明人： Linjun Yang , Rui Liu , Xian-Sheng Hua
IPC分类号： G06F17/30 , G06F7/00
CPC分类号： G06F17/3028
摘要： An informative priors image search result summarization system and method that summarizes image search results based on the image relevance (as determined by a search engine's initial ranking) and the image quality. Embodiments of the system and method cluster the image search results, rank images within each cluster based on a computed image score, and then select a summary image for the cluster. Each cluster is analyzed and an image in the cluster having the maximum image score is included in a selected summary collection. The image score is computed using the image relevance and the image quality, as well as a cluster coherence, a density, and a diversity. The selection of images from a collection of candidate images generates an image search result summarization, which is presented to a user. The summaries are presented to the user in a ranked order based on their image scores.
摘要翻译：一种信息先验图像搜索结果汇总系统和方法，其基于图像相关性（由搜索引擎的初始排名确定）和图像质量来总结图像搜索结果。系统和方法的实施例对图像搜索结果进行聚类，基于计算的图像分数对每个聚类内的图像进行排序，然后选择聚类的摘要图像。分析每个群集，并且具有最大图像得分的群集中的图像被包括在所选择的摘要集合中。使用图像相关性和图像质量以及簇相干性，密度和多样性来计算图像分数。来自候选图像集合的图像的选择产生呈现给用户的图像搜索结果汇总。这些摘要根据他们的图像分数以排序顺序呈现给用户。

28. 发明申请

US20120294477A1 Searching for Images by Video 有权
标题翻译：通过视频搜索图像
公开(公告)号：US20120294477A1
公开(公告)日：2012-11-22
申请号：US13110708
申请日：2011-05-18
申请人： Linjun Yang , Xian-Sheng Hua , Yang Cai
发明人： Linjun Yang , Xian-Sheng Hua , Yang Cai
IPC分类号： G06K9/46 , G06F17/30
CPC分类号： G06K9/4676 , G06F17/30796 , G06F17/30799 , G06K9/00671 , G06K9/00744 , G06K9/38 , G06K9/4642 , G06K9/4671 , G06K9/623
摘要： Techniques describe submitting a video clip as a query by a user. A process retrieves images and information associated with the images in response to the query. The process decomposes the video clip into a sequence of frames to extract the features in a frame and to quantize the extracted features into descriptive words. The process further tracks the extracted features as points in the frame, a first set of points to correspond to a second set of points in consecutive frames to construct a sequence of points. Then the process identifies the points that satisfy criteria of being stable points and being centrally located in the frame to represent the video clip as a bag of descriptive words for searching for images and information related to the video clip.
摘要翻译：技术描述提交视频剪辑作为用户的查询。响应于查询，进程检索与图像相关联的图像和信息。该过程将视频剪辑分解成帧序列以提取帧中的特征并将提取的特征量化为描述性词。该过程进一步跟踪提取的特征作为帧中的点，第一组点对应于连续帧中的第二组点以构成点序列。然后，该过程识别满足稳定点的标准并且位于帧中心的点以将视频剪辑表示为用于搜索与视频剪辑相关的图像和信息的描述词的一袋。

29. 发明申请

US20120265772A1 MEDIA TAG RECOMMENDATION TECHNOLOGIES 有权
标题翻译：媒体标签推荐技术
公开(公告)号：US20120265772A1
公开(公告)日：2012-10-18
申请号：US13537802
申请日：2012-06-29
申请人： Linjun Yang , Lei Wu , Xian-Sheng Hua
发明人： Linjun Yang , Lei Wu , Xian-Sheng Hua
IPC分类号： G06F17/30
CPC分类号： G06F17/3089 , G06Q10/10
摘要： Technologies for recommending relevant tags for the tagging of media based on one or more initial tags provided for the media and based on a large quantity of other tagged media. Sample media as candidates for recommendation are provided by a set of weak rankers based on corresponding relevance measures in semantic and visual domains. The various samples provided by the weak rankers are then ranked based on relative order to provide a list of recommended tags for the media. The weak rankers provide sample tags based on relevance measures including tag co-occurrence, tag content correlation, and image-conditioned tag correlation.
摘要翻译：基于为媒体提供的一个或多个初始标签并基于大量其他标记的媒体来推荐用于标记媒体的相关标签的技术。作为推荐候选人的示例媒体由一组基于语义和视觉领域中的相应相关性度量的弱排名者提供。然后由弱排名者提供的各种样本根据相关顺序排列，以提供媒体推荐标签的列表。弱排名者基于相关性测量提供样本标签，包括标签共现，标签内容相关性和图像条件标签相关性。

30. 发明授权

US08180766B2 Bayesian video search reranking 有权
标题翻译：贝叶斯视频搜索重新排名
公开(公告)号：US08180766B2
公开(公告)日：2012-05-15
申请号：US12235509
申请日：2008-09-22
申请人： Linjun Yang , Jingdong Wang , Xian-Sheng Hua , Xinmei Tian
发明人： Linjun Yang , Jingdong Wang , Xian-Sheng Hua , Xinmei Tian
IPC分类号： G06F17/30 , G06F7/00
CPC分类号： G06F17/30802 , G06F17/30817 , G06K9/6256 , G06K9/6259 , G06K9/6296
摘要： A general framework for video search reranking is disclosed which explicitly formulates reranking into a global optimization problem from the Bayesian perspective. Under this framework, with two novel pair-wise ranking distances, two effective video search reranking methods, hinge reranking and preference strength reranking, are disclosed. Experiments conducted on the TRECVID dataset have demonstrated that the disclosed methods outperform several existing reranking approaches.
摘要翻译：披露了视频搜索重新排列的一般框架，从贝叶斯角度明确地将重新排列到全局优化问题中。在这个框架下，通过两个新的成对排名距离，公开了两个有效的视频搜索重新排序方法，铰链重新排列和优先权重新排序。在TRECVID数据集上进行的实验表明，所公开的方法优于现有的几种重新排序方法。

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