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1. 发明授权

US08498455B2 Scalable face image retrieval 有权
标题翻译：可扩展的面部图像检索
公开(公告)号：US08498455B2
公开(公告)日：2013-07-30
申请号：US12792750
申请日：2010-06-03
申请人： Qifa Ke , Yi Li , Heung-Yeung Shum , Jian Sun , Zhong Wu
发明人： Qifa Ke , Yi Li , Heung-Yeung Shum , Jian Sun , Zhong Wu
IPC分类号： G06K9/00
CPC分类号： G06K9/4676 , G06K9/00281
摘要： A system for identifying individuals in digital images and for providing matching digital images is provided. A set of images that include faces of known individuals is received. Faces are detected in the images and facial components are identified in each face. Visual words corresponding to the facial components are generated, stored, and associated with identifiers of the individuals. At a later time, a user may provide an image that includes the face of one of the known individuals. Visual words are determined from the face of the individual in the provided image and matched against the stored visual words. Images associated with matching visual words are ranked and presented to the user.
摘要翻译：提供了一种用于识别数字图像中的个体并提供匹配的数字图像的系统。接收包括已知个人面孔的一组图像。在图像中检测到面部，并且在每个面部中识别面部组件。对应于面部组件的视觉词被生成，存储并与个人的标识符相关联。在稍后的时间，用户可以提供包括已知个体之一的脸部的图像。视觉词是从提供的图像中的个体的脸部确定的，并且与存储的视觉词匹配。与匹配的视觉词相关联的图像被排序并呈现给用户。

2. 发明申请

US20110299743A1 SCALABLE FACE IMAGE RETRIEVAL 有权
标题翻译：可扩展的脸部图像检索
公开(公告)号：US20110299743A1
公开(公告)日：2011-12-08
申请号：US12792750
申请日：2010-06-03
申请人： Qifa Ke , Yi Li , Heung-Yeung Shum , Jian Sun , Zhong Wu
发明人： Qifa Ke , Yi Li , Heung-Yeung Shum , Jian Sun , Zhong Wu
IPC分类号： G06T7/00
CPC分类号： G06K9/4676 , G06K9/00281
摘要： A system for identifying individuals in digital images and for providing matching digital images is provided. A set of images that include faces of known individuals is received. Faces are detected in the images and facial components are identified in each face. Visual words corresponding to the facial components are generated, stored, and associated with identifiers of the individuals. At a later time, a user may provide an image that includes the face of one of the known individuals. Visual words are determined from the face of the individual in the provided image and matched against the stored visual words. Images associated with matching visual words are ranked and presented to the user.
摘要翻译：提供了一种用于识别数字图像中的个体并提供匹配的数字图像的系统。接收包括已知个人面孔的一组图像。在图像中检测到面部，并且在每个面部中识别面部组件。对应于面部组件的视觉词被生成，存储并与个人的标识符相关联。在稍后的时间，用户可以提供包括已知个体之一的脸部的图像。视觉词是从提供的图像中的个体的脸部确定的，并且与存储的视觉词匹配。与匹配视觉词相关联的图像被排序并呈现给用户。

3. 发明申请

US20120314961A1 SCALABLE NEAR DUPLICATE IMAGE SEARCH WITH GEOMETRIC CONSTRAINTS 有权
标题翻译：可近似的几何图像搜索与几何约束
公开(公告)号：US20120314961A1
公开(公告)日：2012-12-13
申请号：US13595345
申请日：2012-08-27
申请人： Michael Isard , Qifa Ke , Jian Sun , Zhong Wu
发明人： Michael Isard , Qifa Ke , Jian Sun , Zhong Wu
IPC分类号： G06K9/46
CPC分类号： G06F17/30247 , G06K9/4676 , G06K9/6202
摘要： Methods are disclosed for finding images from a large corpus of images that at least partially match a query image. The present method makes use of feature detectors to bundle features into local groups or bundles. These bundled features are repeatable and much more discriminative than an individual SIFT feature. Equally importantly, the bundled features provide a flexible representation that allows simple and robust geometric constraints to be efficiently enforced when querying the index.
摘要翻译：公开了用于从至少部分匹配查询图像的大图像的图像中发现图像的方法。本方法利用特征检测器将特征分组到本地组或束中。这些捆绑功能是可重复的，比单独的SIFT功能更具歧视性。同样重要的是，捆绑功能提供了灵活的表示，允许在查询索引时有效执行简单和强大的几何约束。

4. 发明授权

US08254697B2 Scalable near duplicate image search with geometric constraints 有权
标题翻译：可扩展的几何重复图像搜索与几何约束
公开(公告)号：US08254697B2
公开(公告)日：2012-08-28
申请号：US12364090
申请日：2009-02-02
申请人： Michael Isard , Qifa Ke , Jian Sun , Zhong Wu
发明人： Michael Isard , Qifa Ke , Jian Sun , Zhong Wu
IPC分类号： G06K9/46 , G06K9/54
CPC分类号： G06F17/30247 , G06K9/4676 , G06K9/6202
摘要： Methods are disclosed for finding images from a large corpus of images that at least partially match a query image. The present method makes use of feature detectors to bundle features into local groups or bundles. These bundled features are repeatable and much more discriminative than an individual SIFT feature. Equally importantly, the bundled features provide a flexible representation that allows simple and robust geometric constraints to be efficiently enforced when querying the index.
摘要翻译：公开了用于从至少部分匹配查询图像的大图像的图像中发现图像的方法。本方法利用特征检测器将特征分组到本地组或束中。这些捆绑功能是可重复的，比单独的SIFT功能更具歧视性。同样重要的是，捆绑功能提供了灵活的表示，允许在查询索引时有效执行简单和强大的几何约束。

5. 发明授权

US08787680B2 Scalable near duplicate image search with geometric constraints 有权
标题翻译：可扩展的几何重复图像搜索与几何约束
公开(公告)号：US08787680B2
公开(公告)日：2014-07-22
申请号：US13595345
申请日：2012-08-27
申请人： Michael Isard , Qifa Ke , Jian Sun , Zhong Wu
发明人： Michael Isard , Qifa Ke , Jian Sun , Zhong Wu
IPC分类号： G06K9/46 , G06K9/54
CPC分类号： G06F17/30247 , G06K9/4676 , G06K9/6202
摘要： Methods are disclosed for finding images from a large corpus of images that at least partially match a query image. The present method makes use of feature detectors to bundle features into local groups or bundles. These bundled features are repeatable and much more discriminative than an individual SIFT feature. Equally importantly, the bundled features provide a flexible representation that allows simple and robust geometric constraints to be efficiently enforced when querying the index.
摘要翻译：公开了用于从至少部分匹配查询图像的大图像的图像中发现图像的方法。本方法利用特征检测器将特征分组到本地组或束中。这些捆绑功能是可重复的，比单独的SIFT功能更具歧视性。同样重要的是，捆绑功能提供了灵活的表示，允许在查询索引时有效执行简单和强大的几何约束。

6. 发明申请

US20100195914A1 SCALABLE NEAR DUPLICATE IMAGE SEARCH WITH GEOMETRIC CONSTRAINTS 有权
标题翻译：可近似的几何图像搜索与几何约束
公开(公告)号：US20100195914A1
公开(公告)日：2010-08-05
申请号：US12364090
申请日：2009-02-02
申请人： Michael Isard , Qifa Ke , Jian Sun , Zhong Wu
发明人： Michael Isard , Qifa Ke , Jian Sun , Zhong Wu
IPC分类号： G06F17/30 , G06K9/46
CPC分类号： G06F17/30247 , G06K9/4676 , G06K9/6202
摘要： Methods are disclosed for finding images from a large corpus of images that at least partially match a query image. The present method makes use of feature detectors to bundle features into local groups or bundles. These bundled features are repeatable and much more discriminative than an individual SIFT feature. Equally importantly, the bundled features provide a flexible representation that allows simple and robust geometric constraints to be efficiently enforced when querying the index.
摘要翻译：公开了用于从至少部分匹配查询图像的大图像的图像中发现图像的方法。本方法利用特征检测器将特征分组到本地组或束中。这些捆绑功能是可重复的，比单独的SIFT功能更具歧视性。同样重要的是，捆绑功能提供了灵活的表示，允许在查询索引时有效执行简单和强大的几何约束。

7. 发明授权

US09355179B2 Visual-cue refinement of user query results 有权
标题翻译：用户查询结果的视觉提示细化
公开(公告)号：US09355179B2
公开(公告)日：2016-05-31
申请号：US12890097
申请日：2010-09-24
申请人： Yu-Ting Kuo , Yi Li , Fang Wen , Qifa Ke , Jian Sun
发明人： Yu-Ting Kuo , Yi Li , Fang Wen , Qifa Ke , Jian Sun
IPC分类号： G06F17/30
CPC分类号： G06F17/30867 , G06F17/30651 , G06F17/30696
摘要： Methods and computer-storage media having computer-executable instructions embodied thereon that facilitate refining query results using visual cues are provided. Query results are determined in response to an indication of a user query. One or more groups of query results are generated from the query results based on categories of query results that share similar features. Visual cues are associated with each of the query result groups. Visual cues, in association with query result groups, are presented to a user. Query results associated with a selected visual cue may be presented to a user. A refined user query may be generated based on a selected visual cue.
摘要翻译：提供了具有实现在其上的计算机可执行指令的方法和计算机存储介质，其使用视觉提示便于精简查询结果。响应于用户查询的指示来确定查询结果。基于共享类似特征的查询结果的类别，从查询结果生成一组或多组查询结果。视觉线索与每个查询结果组相关联。与查询结果组相关联的视觉提示被呈现给用户。与所选择的视觉提示相关联的查询结果可以被呈现给用户。可以基于所选择的视觉提示来生成精细的用户查询。

8. 发明授权

US07808532B2 Strategies for extracting foreground information using flash and no-flash image pairs 有权
标题翻译：使用闪存和无闪存映像对提取前台信息的策略
公开(公告)号：US07808532B2
公开(公告)日：2010-10-05
申请号：US11807448
申请日：2007-05-29
申请人： Jian Sun , Jian Sun , Sing Bing Kang , Xiaoou Tang , Heung-Yeung Shum
发明人： Jian Sun , Jian Sun , Sing Bing Kang , Xiaoou Tang , Heung-Yeung Shum
IPC分类号： H04N9/73
CPC分类号： H04N9/76 , G06T7/11 , G06T7/143 , G06T7/194 , G06T2207/10144 , H04N5/23232
摘要： A flash-based strategy is used to separate foreground information from background information within image information. In this strategy, a first image is taken without the use of flash. A second image is taken of the same subject matter with the use of flash. The foreground information in the flash image is illuminated by the flash to a much greater extent than the background information. Based on this property, the strategy applies processing to extract the foreground information from the background information. The strategy supplements the flash information by also taking into consideration motion information and color information.
摘要翻译：基于闪存的策略用于将前景信息与图像信息中的背景信息分离。在这个策略中，第一个图像是不使用闪光灯的。使用闪光灯拍摄相同主题的第二张照片。闪光灯中的前景信息被闪光灯照亮到比背景信息更大的程度。基于此属性，该策略应用处理从背景信息中提取前景信息。该策略通过考虑运动信息和颜色信息来补充闪光信息。

9. 发明申请

US20080297621A1 Strategies for extracting foreground information using flash and no-flash image pairs 有权
标题翻译：使用闪存和无闪存映像对提取前台信息的策略
公开(公告)号：US20080297621A1
公开(公告)日：2008-12-04
申请号：US11807448
申请日：2007-05-29
申请人： Jian Sun , Jian Sun , Sing Bing Kang , Xiaoou Tang , Heung-Yeung Shum
发明人： Jian Sun , Jian Sun , Sing Bing Kang , Xiaoou Tang , Heung-Yeung Shum
IPC分类号： H04N9/73
CPC分类号： H04N9/76 , G06T7/11 , G06T7/143 , G06T7/194 , G06T2207/10144 , H04N5/23232
摘要： A flash-based strategy is used to separate foreground information from background information within image information. In this strategy, a first image is taken without the use of flash. A second image is taken of the same subject matter with the use of flash. The foreground information in the flash image is illuminated by the flash to a much greater extent than the background information. Based on this property, the strategy applies processing to extract the foreground information from the background information. The strategy supplements the flash information by also taking into consideration motion information and color information.
摘要翻译：基于闪存的策略用于将前景信息与图像信息中的背景信息分离。在这个策略中，第一个图像是不使用闪光灯的。使用闪光灯拍摄相同主题的第二张照片。闪光灯中的前景信息被闪光灯照亮到比背景信息更大的程度。基于此属性，该策略应用处理从背景信息中提取前景信息。该策略通过考虑运动信息和颜色信息来补充闪光信息。

10. 发明授权

US08773423B2 Creating optimized gradient mesh of a vector-based image from a raster-based image 有权
标题翻译：从基于光栅的图像创建基于矢量的图像的优化梯度网格
公开(公告)号：US08773423B2
公开(公告)日：2014-07-08
申请号：US11800680
申请日：2007-05-07
申请人： Jian Sun , Lin Liang , Fang Wen , Heung-Yeung Shum
发明人： Jian Sun , Lin Liang , Fang Wen , Heung-Yeung Shum
IPC分类号： G06T15/00
CPC分类号： G06T17/20
摘要： A method for creating an optimized gradient mesh of a vector-based image from a raster-based image. In one implementation, a set of boundaries for an object on a raster-based image may be received. An initial gradient mesh of the object may be created. A residual energy between the object on the raster-based image and a rendered initial gradient mesh may be minimized to generate an optimized gradient mesh.
摘要翻译：一种用于从基于光栅的图像创建基于矢量的图像的优化梯度网格的方法。在一个实现中，可以接收基于光栅的图像上的对象的一组边界。可以创建对象的初始渐变网格。基于光栅的图像上的对象与渲染的初始梯度网格之间的剩余能量可以被最小化以生成优化的梯度网格。

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