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21. 发明授权

US08706674B2 Media tag recommendation technologies 有权
标题翻译：媒体标签推荐技术
公开(公告)号：US08706674B2
公开(公告)日：2014-04-22
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： G06F19/00 , G06T1/00
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。

22. 发明授权

US08560517B2 Object retrieval using visual query context 有权
标题翻译：使用视觉查询语境对象检索
公开(公告)号：US08560517B2
公开(公告)日：2013-10-15
申请号：US13176279
申请日：2011-07-05
申请人： Linjun Yang , Bo Geng , Xian-Sheng Hua , Yang Cai
发明人： Linjun Yang , Bo Geng , Xian-Sheng Hua , Yang Cai
IPC分类号： G06F17/30
CPC分类号： G06F17/30277 , G06F17/30256
摘要： Some implementations provide techniques and arrangements to perform image retrieval. For example, some implementations identify an object of interest and a visual context in a first image. In some implementations, a second image that includes a second object of interest and a second visual context may be compared to the object of interest and the visual content, respectively, to determine whether the second image matches the first image.
摘要翻译：一些实现提供执行图像检索的技术和布置。例如，一些实现在第一图像中识别感兴趣的对象和视觉上下文。在一些实施方案中，可以分别将包括感兴趣的第二对象和第二视觉上下文的第二图像与感兴趣对象和视觉内容进行比较，以确定第二图像是否匹配第一图像。

23. 发明申请

US20100185624A1 COLORBLIND ACCESSIBLE IMAGE SEARCH 有权
标题翻译： COLORBLIND可访问的图像搜索
公开(公告)号：US20100185624A1
公开(公告)日：2010-07-22
申请号：US12355795
申请日：2009-01-18
申请人： Meng Wang , Linjun Yang , Xian-Sheng Hua
发明人： Meng Wang , Linjun Yang , Xian-Sheng Hua
IPC分类号： G06F17/30
CPC分类号： G06F17/3025
摘要： Colorblind accessible image search technique embodiments are presented that re-rank the results of a relevance-ranked image search to account for the accessibility of the images to a colorblind person. This is accomplished by first computing a colorblind accessibility quantity for each image of interest in the search results. A colorblind accessibility quantity quantizes the degree to which color information is preserved when an image is perceived by a colorblind person viewing the image. It is computed by generating a colorblind version of an image that simulates how the image would appear to the colorblind person. An amount quantifying the loss of color information between the image and the colorblind version of the image is then estimated. This estimate is used to compute the colorblind accessibility quantity for the image. Once the colorblind accessibility quantities have been computed, the image search results are re-ranked based on these quantities.
摘要翻译：呈现了彩色盲可访问图像搜索技术实施例，其对排序相关的图像搜索的结果进行重新排序，以便将图像的可访问性应用于彩色盲人。这是通过首先计算搜索结果中感兴趣的每个图像的色盲辅助数量来实现的。彩色可见量可以量化当查看图像的彩色盲人感知到图像时保留颜色信息的程度。它通过生成图像的彩色版本来计算，该图像模拟图像将如何显示给彩色盲人。然后估计量化图像和图像的彩色版本之间的颜色信息的损失的量。该估计用于计算图像的色盲辅助数量。一旦计算了色盲辅助数量，就会根据这些数量重新排列图像搜索结果。

24. 发明授权

US07904815B2 Content-based dynamic photo-to-video methods and apparatuses 有权
标题翻译：基于内容的动态照片到视频方法和设备
公开(公告)号：US07904815B2
公开(公告)日：2011-03-08
申请号：US10610105
申请日：2003-06-30
申请人： Xian-Sheng Hua , Lie Lu , Hong-Jiang Zhang
发明人： Xian-Sheng Hua , Lie Lu , Hong-Jiang Zhang
IPC分类号： G06K9/00 , H04N5/783
CPC分类号： H04N1/32101 , H04N2201/3247 , H04N2201/3264
摘要： Methods and apparatuses are provided for automatically generating video data based on still image data. Certain aspects of the video may also be configured to correspond to audio features identified within associated audio data.
摘要翻译：提供了用于基于静止图像数据自动生成视频数据的方法和装置。视频的某些方面也可以被配置为对应于在相关联的音频数据内标识的音频特征。

25. 发明授权

US09443011B2 Searching for images by video 有权
标题翻译：通过视频搜索图像
公开(公告)号：US09443011B2
公开(公告)日：2016-09-13
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。

26. 发明申请

US20130013578A1 OBJECT RETRIEVAL USING VISUAL QUERY CONTEXT 有权
标题翻译：使用视觉查询语境对象检索
公开(公告)号：US20130013578A1
公开(公告)日：2013-01-10
申请号：US13176279
申请日：2011-07-05
申请人： Linjun Yang , Bo Geng , Xian-Sheng Hua , Yang Cai
发明人： Linjun Yang , Bo Geng , Xian-Sheng Hua , Yang Cai
IPC分类号： G06F17/30
CPC分类号： G06F17/30277 , G06F17/30256
摘要： Some implementations provide techniques and arrangements to perform image retrieval. For example, some implementations identify an object of interest and a visual context in a first image. In some implementations, a second image that includes a second object of interest and a second visual context may be compared to the object of interest and the visual content, respectively, to determine whether the second image matches the first image.
摘要翻译：一些实现提供执行图像检索的技术和布置。例如，一些实现在第一图像中识别感兴趣的对象和视觉上下文。在一些实施方案中，可以分别将包括感兴趣的第二对象和第二视觉上下文的第二图像与感兴趣对象和视觉内容进行比较，以确定第二图像是否匹配第一图像。

27. 发明授权

US08239333B2 Media tag recommendation technologies 有权
标题翻译：媒体标签推荐技术
公开(公告)号：US08239333B2
公开(公告)日：2012-08-07
申请号：US12396885
申请日：2009-03-03
申请人： Linjun Yang , Lei Wu , Xian-Sheng Hua
发明人： Linjun Yang , Lei Wu , Xian-Sheng Hua
IPC分类号： G06F15/18
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。

28. 发明授权

US08903166B2 Content-aware ranking for visual search 有权
标题翻译：视觉搜索的内容感知排名
公开(公告)号：US08903166B2
公开(公告)日：2014-12-02
申请号：US12690817
申请日：2010-01-20
申请人： Linjun Yang , Bo Geng , Xian-Sheng Hua
发明人： Linjun Yang , Bo Geng , Xian-Sheng Hua
IPC分类号： G06K9/62
CPC分类号： G06K9/6252
摘要： This document describes techniques that utilize a learning method to generate a ranking model for use in image search systems. The techniques leverage textual information and visual information simultaneously when generating the ranking model. The tools are further configured to apply the ranking model responsive to receiving an image search query.
摘要翻译：本文档描述了利用学习方法生成用于图像搜索系统的排名模型的技术。该技术在生成排名模型时同时利用文本信息和视觉信息。所述工具还被配置为响应于接收图像搜索查询来应用排序模型。

29. 发明授权

US08452794B2 Visual and textual query suggestion 有权
标题翻译：视觉和文本查询建议
公开(公告)号：US08452794B2
公开(公告)日：2013-05-28
申请号：US12369421
申请日：2009-02-11
申请人： Linjun Yang , Meng Wang , Zhengjun Zha , Tao Mei , Xian-Sheng Hua
发明人： Linjun Yang , Meng Wang , Zhengjun Zha , Tao Mei , Xian-Sheng Hua
IPC分类号： G06F7/00 , G06F17/30
CPC分类号： G06F17/3064 , G06F17/30277 , G06F17/30864
摘要： Techniques described herein enable better understanding of the intent of a user that submits a particular search query. These techniques receive a search request for images associated with a particular query. In response, the techniques determine images that are associated with the query, as well as other keywords that are associated with these images. The techniques then cluster, for each set of images associated with one of these keywords, the set of images into multiple groups. The techniques then rank the images and determine a representative image of each cluster. Finally, the tools suggest, to the user that submitted the query, to refine the search based on user selection of a keyword and a representative image. Thus, the techniques better understand the user's intent by allowing the user to refine the search based on another keyword and based on an image on which the user wishes to focus the search.
摘要翻译：本文描述的技术能够更好地理解提交特定搜索查询的用户的意图。这些技术接收与特定查询相关联的图像的搜索请求。作为响应，这些技术确定与查询相关联的图像以及与这些图像相关联的其他关键词。然后，对于与这些关键词之一相关联的每组图像，该技术将该组图像聚类成多个组。然后，技术对图像进行排序并确定每个聚类的代表图像。最后，工具向提交查询的用户建议，根据用户对关键字和代表图像的选择来优化搜索。因此，这些技术通过允许用户基于另一个关键字来改进搜索并且基于用户希望集中搜索的图像来更好地理解用户的意图。

30. 发明授权

US08352321B2 In-text embedded advertising 有权
标题翻译：文字内嵌广告
公开(公告)号：US08352321B2
公开(公告)日：2013-01-08
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
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。

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