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11. 发明申请

US20100158412A1 INTERACTIVELY RANKING IMAGE SEARCH RESULTS USING COLOR LAYOUT RELEVANCE 有权
标题翻译：使用彩色布局相关的互动排名图像搜索结果
公开(公告)号：US20100158412A1
公开(公告)日：2010-06-24
申请号：US12341953
申请日：2008-12-22
申请人： Jingdong Wang , Shipeng Li , Xian Sheng Hua , Yinghai Zhao
发明人： Jingdong Wang , Shipeng Li , Xian Sheng Hua , Yinghai Zhao
IPC分类号： G06K9/54 , G06F17/30
CPC分类号： G06K9/00624 , G06F17/3025
摘要： This disclosure describes various exemplary user interfaces, methods, and computer program products for the interactively ranking image search results refinement method using a color layout. The method includes receiving a text query for an image search, presenting image search results in a structured presentation based on the text query and information from an interest color layout. The process creates image search results that may be selected by the user based on color selection palettes or color layout specification schemes. Then the process ranks the image search results by sorting the results according to similarity scores between color layouts from the image search results and the interest color layout from a user based on the color selection palettes and the color layout specification schemes.
摘要翻译：本公开描述了使用颜色布局的用于交互式排序的图像搜索结果细化方法的各种示例性用户界面，方法和计算机程序产品。该方法包括接收用于图像搜索的文本查询，基于文本查询和来自兴趣颜色布局的信息在结构化表示中呈现图像搜索结果。该过程创建可以由用户基于颜色选择调色板或颜色布局规范方案来选择的图像搜索结果。然后，该过程通过根据来自图像搜索结果的颜色布局与基于颜色选择调色板和颜色布局规范方案的用户的兴趣颜色布局之间的相似性分数来排序结果来排序图像搜索结果。

12. 发明申请

US20100082614A1 BAYESIAN VIDEO SEARCH RERANKING 有权
标题翻译： BAYESIAN视频搜索RERANKING
公开(公告)号：US20100082614A1
公开(公告)日：2010-04-01
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： G06F7/06 , G06F17/30
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。

13. 发明授权

US08873845B2 Contextual dominant color name extraction 有权
标题翻译：语境主要颜色名称提取
公开(公告)号：US08873845B2
公开(公告)日：2014-10-28
申请号：US13569333
申请日：2012-08-08
申请人： Jingdong Wang , Zhong Wu , Xian-Sheng Hua , Shipeng Li , Peng Wang
发明人： Jingdong Wang , Zhong Wu , Xian-Sheng Hua , Shipeng Li , Peng Wang
IPC分类号： G06K9/00 , G06K9/34
CPC分类号： G06F17/3025
摘要： Dominant color names may be extracted from an image by analyzing spatial-context of pixels contained in the image. A dominant color region may be defined by taking a double-threshold approach that addresses ambiguous color regions and a degree of confidence that each pixel belongs in the dominant color region. Affiliation maps and binary maps may be used to generate the dominant color region. Images may be converted to a saliency map, from which a region of interest may be assigned a dominant color name. Image search results may be filtered by the dominant color name associated with the image.
摘要翻译：可以通过分析包含在图像中的像素的空间上下文从图像中提取主色颜色名称。主色区域可以通过采用双阈值方法来定义，所述双阈值方法解决不确定的颜色区域和每个像素属于主色区域的置信度。可以使用隶属关系图和二进制图来生成主色区域。图像可以转换为显着图，可以从其中将感兴趣区域分配为主要颜色名称。图像搜索结果可能会被与图像相关联的主要颜色名称过滤。

14. 发明授权

US08369656B2 Interactively ranking image search results using color layout relevance 有权
公开(公告)号：US08369656B2
公开(公告)日：2013-02-05
申请号：US12341953
申请日：2008-12-22
申请人： Jingdong Wang , Shipeng Li , Xian-Sheng Hua , Yinghai Zhao
发明人： Jingdong Wang , Shipeng Li , Xian-Sheng Hua , Yinghai Zhao
IPC分类号： G06K9/60
摘要： This disclosure describes various exemplary user interfaces, methods, and computer program products for the interactively ranking image search results refinement method using a color layout. The method includes receiving a text query for an image search, presenting image search results in a structured presentation based on the text query and information from an interest color layout. The process creates image search results that may be selected by the user based on color selection palettes or color layout specification schemes. Then the process ranks the image search results by sorting the results according to similarity scores between color layouts from the image search results and the interest color layout from a user based on the color selection palettes and the color layout specification schemes.

15. 发明授权

US08218859B2 Transductive multi-label learning for video concept detection 有权
标题翻译：用于视频概念检测的转换多标签学习
公开(公告)号：US08218859B2
公开(公告)日：2012-07-10
申请号：US12329293
申请日：2008-12-05
申请人： Jingdong Wang , Shipeng Li , Xian-Sheng Hua , Yinghai Zhao
发明人： Jingdong Wang , Shipeng Li , Xian-Sheng Hua , Yinghai Zhao
IPC分类号： G06K9/62 , G06K9/00
CPC分类号： G06K9/00718 , G06K9/6297
摘要： This disclosure describes various exemplary method and computer program products for transductive multi-label classification in detecting video concepts for information retrieval. This disclosure describes utilizing a hidden Markov random field formulation to detect labels for concepts in a video content and modeling a multi-label interdependence between the labels by a pairwise Markov random field. The process groups the labels into several parts to speed up a labeling inference and calculates a conditional probability score for the labels, the conditional probability scores are ordered for ranking in a video retrieval evaluation.
摘要翻译：本公开描述了用于检测用于信息检索的视频概念的用于转换多标签分类的各种示例性方法和计算机程序产品。本公开描述了利用隐马尔科夫随机场公式来检测视频内容中的概念的标签，并通过成对的马尔可夫随机场对标签之间的多标签相互依赖进行建模。该过程将标签分组成几个部分，以加快标签推理，并计算标签的条件概率分数，条件概率分数被排序用于视频检索评估中的排名。

16. 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。

17. 发明申请

US20110191336A1 CONTEXTUAL IMAGE SEARCH 审中-公开
标题翻译：背景图像搜索
公开(公告)号：US20110191336A1
公开(公告)日：2011-08-04
申请号：US12696591
申请日：2010-01-29
申请人： Jingdong Wang , Xian-Sheng Hua , Shipeng Li , Hao Xu
发明人： Jingdong Wang , Xian-Sheng Hua , Shipeng Li , Hao Xu
IPC分类号： G06F17/30
CPC分类号： G06F16/00
摘要： Techniques for image search using contextual information related to a user query are described. A user query including at least one of textual data or image data from a collection of data displayed by a computing device is received from a user. At least one other subset of data selected from the collection of data is received as contextual information that is related to and different from the user query. Data files such as image files are retrieved and ranked based on the user query to provide a pre-ranked set of data files. The pre-ranked data files are then ranked based on the contextual information to provide a re-ranked set of data files to be displayed to the user.
摘要翻译：描述使用与用户查询相关的上下文信息进行图像搜索的技术。从用户接收包括来自计算设备显示的数据集合的文本数据或图像数据中的至少一个的用户查询。作为与用户查询相关并且不同于用户查询的上下文信息，接收到从数据收集中选出的至少一个其他数据子集。基于用户查询来检索和排序诸如图像文件的数据文件，以提供预先排列的数据文件集合。然后基于上下文信息对预先排序的数据文件进行排名，以提供要向用户显示的重新排列的数据文件集合。

18. 发明申请

US20110072048A1 CONCEPT-STRUCTURED IMAGE SEARCH 有权
标题翻译：概念结构图像搜索
公开(公告)号：US20110072048A1
公开(公告)日：2011-03-24
申请号：US12565313
申请日：2009-09-23
申请人： Xian-Sheng Hua , Jingdong Wang , Hao Xu
发明人： Xian-Sheng Hua , Jingdong Wang , Hao Xu
IPC分类号： G06F17/30
CPC分类号： G06F17/3053 , G06F17/30265
摘要： The concept-structured image search technique described herein pertains to a technique for enabling a user to indicate their semantic intention and then retrieve and rank images from a database or other image set according to this intention. The concept-structured image search technique described herein includes a new interface for image search. With this interface, a user can freely type several key textual words in arbitrary positions on a blank image, and also describe a region for each keyword that indicates its influence scope, which is called concept structure herein. The concept-structured image search technique will return and rank images that are in accordance with the concept structure indicated by the user. One embodiment of the technique can be used to create a synthesized image without actually using the synthesized image to perform a search of an image set.
摘要翻译：本文描述的概念结构图像搜索技术涉及一种使用户能够指示其语义意图，然后根据该意图从数据库或其他图像集中检索和排列图像的技术。本文描述的概念结构图像搜索技术包括用于图像搜索的新界面。通过该接口，用户可以在空白图像上任意位置自由地键入几个关键文本字，并且描述指示其影响范围的每个关键字的区域，这在本文中被称为概念结构。概念结构图像搜索技术将返回并对与用户指示的概念结构相一致的图像进行排序。该技术的一个实施例可以用于创建合成图像而不实际使用合成图像来执行图像集的搜索。

19. 发明申请

US20120092357A1 Region-Based Image Manipulation 审中-公开
标题翻译：基于区域的图像处理
公开(公告)号：US20120092357A1
公开(公告)日：2012-04-19
申请号：US12904379
申请日：2010-10-14
申请人： Jingdong Wang , Xian-Sheng Hua
发明人： Jingdong Wang , Xian-Sheng Hua
IPC分类号： G09G5/00
CPC分类号： G06T11/001
摘要： Region-based image manipulation can include selecting and segmenting regions of a particular image. The regions are identified through the use of simplified brushstrokes over pixels of the regions. Identified regions can be manipulated or transformed accordingly. Certain implementations include filling in regions with other images or objects, and include performing a text query to search for such images or objects.
摘要翻译：基于区域的图像处理可以包括选择和分割特定图像的区域。通过在区域的像素上使用简化的笔触来识别区域。识别的区域可以相应地被操纵或变换。某些实施方式包括填充具有其他图像或对象的区域，并且包括执行文本查询以搜索这样的图像或对象。

20. 发明申请

US20110191334A1 Smart Interface for Color Layout Sensitive Image Search 审中-公开
标题翻译：用于彩色布局敏感图像搜索的智能界面
公开(公告)号：US20110191334A1
公开(公告)日：2011-08-04
申请号：US12700613
申请日：2010-02-04
申请人： Xian-Sheng Hua , Jingdong Wang
发明人： Xian-Sheng Hua , Jingdong Wang
IPC分类号： G06F17/30 , G06F3/048
CPC分类号： G06F3/048 , G06F16/00
摘要： The present disclosure describes a user interface and techniques to use the user interface to specify user search intent for color layout image search. In one aspect, a user interface is comprised of a color map control, a plurality of controls to draw a color layout, and a drawing canvas upon which to draw. The controls used to draw the color layout include shape preserving and shape modifying operations as wells as editing operations. In this way a color layout may be automatically generated with drawing semantics. The user interface may also be integrated with text search engines that perform text search on text metadata tags associated with digital images.
摘要翻译：本公开描述了用户界面和使用用户界面指定用于颜色布局图像搜索的用户搜索意图的技术。在一个方面，用户界面包括颜色映射控件，绘制颜色布局的多个控件和绘制画布。用于绘制颜色布局的控件包括形状保留和形状修改操作以及编辑操作。以这种方式，可以使用绘制语义自动生成颜色布局。用户界面还可以与对与数字图像相关联的文本元数据标签执行文本搜索的文本搜索引擎进行集成。

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