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1.发明授权公开(公告)号：US08649572B2
公开(公告)日：2014-02-11
申请号：US12395422
申请日：2009-02-27
申请人： Salih Burak Gokturk , Dragomir Anguelov , Vincent Vanhoucke , Kuang-Chih Lee , Diem Vu , Danny Yang , Munjal Shah , Azhar Khan
发明人： Salih Burak Gokturk , Dragomir Anguelov , Vincent Vanhoucke , Kuang-Chih Lee , Diem Vu , Danny Yang , Munjal Shah , Azhar Khan
IPC分类号： G06K9/00
CPC分类号： G06F17/30244 , G06F17/30253 , G06F17/30265 , G06K9/00375 , G06K9/46
摘要： An embodiment provides for enabling retrieval of a collection of captured images that form at least a portion of a library of images. For each image in the collection, a captured image may be analyzed to recognize information from image data contained in the captured image, and an index may be generated, where the index data is based on the recognized information. Using the index, functionality such as search and retrieval is enabled. Various recognition techniques, including those that use the face, clothing, apparel, and combinations of characteristics may be utilized. Recognition may be performed on, among other things, persons and text carried on objects.
摘要翻译： 实施例提供了能够检索形成图像库的至少一部分的所捕获图像的集合。 对于集合中的每个图像，可以分析捕获的图像以从捕获的图像中包含的图像数据识别信息，并且可以生成索引，其中索引数据基于所识别的信息。 使用索引，启用搜索和检索等功能。 可以使用各种识别技术，包括使用面部，服装，服装和特征组合的识别技术。 在其他情况下，可以执行承认对象上的人和文本。
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2.发明申请SYSTEM AND METHOD FOR ENABLING IMAGE RECOGNITION AND SEARCHING OF REMOTE CONTENT ON DISPLAY 有权用于启用图像识别和搜索远程内容的系统和方法公开(公告)号：US20130132236A1
公开(公告)日：2013-05-23
申请号：US13618653
申请日：2012-09-14
申请人： Salih Burak Gokturk , Dan Chiao , Jacquie Phillips , Mark Moran , Vincent Vanhoucke , Azhar Khan , Xiaofan Lin , Munjal Shah , Andrew Miller , Navneet Dalal , Diem Vu
发明人： Salih Burak Gokturk , Dan Chiao , Jacquie Phillips , Mark Moran , Vincent Vanhoucke , Azhar Khan , Xiaofan Lin , Munjal Shah , Andrew Miller , Navneet Dalal , Diem Vu
CPC分类号： G06Q30/0623 , G06F17/30256 , G06K9/62 , G06N99/005 , G06Q30/0625 , G06Q30/0643 , G06Q30/08
摘要： Images are analyzed by programmatic mechanisms for accessing one or more remote web pages to retrieve content on display at the remote web pages. The retrieved images may be analyzed to determine information about an object shown in a corresponding image of the content on display. At least a portion of the object shown in the corresponding image of the content on display may be made selectable and associated with the determined information. This determined information may subsequently be used, in for example, search applications.
摘要翻译： 图像通过用于访问一个或多个远程网页的程序化机制来分析，以在远程网页上显示的内容。 可以分析检索到的图像以确定关于显示在内容的相应图像中所示的对象的信息。 所显示的内容的相应图像中所示的对象的至少一部分可以被选择并与所确定的信息相关联。 随后可以在例如搜索应用中使用该确定的信息。
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3.发明申请TECHNIQUES FOR ENABLING OR ESTABLISHING THE USE OF FACE RECOGNITION ALGORITHMS 有权用于启用或建立使用面部识别算法的技术公开(公告)号：US20110075934A1
公开(公告)日：2011-03-31
申请号：US12962494
申请日：2010-12-07
申请人： Salih Burak Gokturk , Dragomir Anguelov , Lorenzo Torresani , Vincent Vanhoucke , Munjal Shah , Diem Vu , Kuang-Chih Lee
发明人： Salih Burak Gokturk , Dragomir Anguelov , Lorenzo Torresani , Vincent Vanhoucke , Munjal Shah , Diem Vu , Kuang-Chih Lee
IPC分类号： G06K9/46
CPC分类号： G06K9/00288 , G06K9/621
摘要： Embodiments described herein facilitate or enhance the implementation of image recognition processes which can perform recognition on images to identify objects and/or faces by class or by people.
摘要翻译： 这里描述的实施例有助于或增强图像识别过程的实现，其可以执行图像上的识别以按类别或由人来识别对象和/或面部。
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4.发明申请System and Method for Learning User Genres and Styles and for Matching Products to User Preferences 审中-公开用于学习用户类型和样式以及将产品与用户偏好相匹配的系统和方法公开(公告)号：US20100313141A1
公开(公告)日：2010-12-09
申请号：US12792704
申请日：2010-06-02
申请人： Tianli Yu , Orhan Camoglu , Luca Bertelli , Jacquie Marie Phillips , Muralidharan Venkatasubramanian , Diem Vu , Munjal Shah , Salih Burak Gokturk
发明人： Tianli Yu , Orhan Camoglu , Luca Bertelli , Jacquie Marie Phillips , Muralidharan Venkatasubramanian , Diem Vu , Munjal Shah , Salih Burak Gokturk
CPC分类号： G06Q30/02 , G06F16/337 , G06F16/9535
摘要： A fashion preference of a user is determined based on a user's interaction with a plurality of fashion product content items that individually depict a corresponding fashion product. A recommendation is made to a user of a fashion product based at least in part on the fashion preference of the user.
摘要翻译： 基于用户与单独描绘对应的时尚产品的多个时尚产品内容项的交互来确定用户的时尚偏好。 至少部分地基于用户的时尚偏好来向时尚产品的用户推荐。
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5.发明申请SYSTEM AND METHOD FOR SEARCH PORTIONS OF OBJECTS IN IMAGES AND FEATURES THEREOF 有权用于搜索图像中的对象的系统和方法及其特征公开(公告)号：US20100135582A1
公开(公告)日：2010-06-03
申请号：US12648287
申请日：2009-12-28
申请人： Salih Burak Gokturk , Baris Sumengen , Diem Vu , Navneet Dalal , Danny Yang , Xiaofan Lin , Azhar Khan , Munjal Shah , Dragomir Anguelov , Lorenzo Torrensani , Vincent Vanhoucke
发明人： Salih Burak Gokturk , Baris Sumengen , Diem Vu , Navneet Dalal , Danny Yang , Xiaofan Lin , Azhar Khan , Munjal Shah , Dragomir Anguelov , Lorenzo Torrensani , Vincent Vanhoucke
IPC分类号： G06K9/46
CPC分类号： G06K9/46 , G06F17/30259 , G06K9/4652 , G06Q30/0603 , Y10S707/949
摘要： Embodiments enable searching of portions of objects in images, including programmatically analyzing each image in a collection in order to determine image data that, for individual images in the collection, represents one or more visual characteristics of a portion of an object shown in that image. A user is enabled to specify one or more search criteria that includes image data, and a search result may be determined based on one or more images in the collection that show a corresponding object that has a portion that satisfies a threshold. The threshold is defined at least in part by the one or more search criteria.
摘要翻译： 实施例能够搜索图像中的对象的部分，包括以编程方式分析集合中的每个图像，以便确定图像数据，对于该集合中的各个图像，该图像数据表示该图像中所示对象的一部分的一个或多个视觉特征。 用户能够指定包括图像数据的一个或多个搜索条件，并且可以基于集合中的一个或多个图像来确定搜索结果，该图像显示具有满足阈值的部分的对应对象。 阈值至少部分地由一个或多个搜索条件定义。
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6.发明授权System and method for enabling image searching using manual enrichment, classification, and/or segmentation 有权使用手动浓缩，分类和/或分割实现图像搜索的系统和方法公开(公告)号：US07660468B2
公开(公告)日：2010-02-09
申请号：US11936713
申请日：2007-11-07
申请人： Salih Burak Gokturk , Baris Sumengen , Diem Vu , Navneet Dalal , Danny Yang , Xiaofan Lin , Azhar Khan , Munjal Shah , Dragomir Anguelov , Lorenzo Torresani , Vincent Vanhoucke
发明人： Salih Burak Gokturk , Baris Sumengen , Diem Vu , Navneet Dalal , Danny Yang , Xiaofan Lin , Azhar Khan , Munjal Shah , Dragomir Anguelov , Lorenzo Torresani , Vincent Vanhoucke
CPC分类号： G06T7/0002 , G06F17/3025 , G06F17/30259 , G06F17/30262 , G06F17/30265 , G06F17/3028 , G06K9/46 , G06K9/6253
摘要： Embodiments described herein provide for a system for creating a data collection of recognized images. The system includes an image analysis module that is configured to programmatically analyze individual images in a collection of images in order to determine information about each image in the collection. The system may also include a manual interface that is configured to (i) interface with one or more human editors, and (ii) displays a plurality of panels concurrently. Individual panels may be provided for one or more analyzed images, and individual panels may be configured to display information that is at least indicative of the one or more images of that panel and/or of the information determined from the one or more images. Additionally, the manual interface enables the one or more human editors to view the plurality of panels concurrently and to interact with each of the plurality of panels in order to correct or remove any information that is incorrectly determined from the image of that panel.
摘要翻译： 本文描述的实施例提供了一种用于创建识别图像的数据收集的系统。 该系统包括图像分析模块，其被配置为以编程方式分析图像集合中的各个图像，以便确定关于集合中的每个图像的信息。 系统还可以包括手动界面，其被配置为（i）与一个或多个人类编辑者接口，和（ii）同时显示多个面板。 可以为一个或多个分析的图像提供单独的面板，并且单独的面板可以被配置为显示至少指示该面板的一个或多个图像和/或从一个或多个图像确定的信息的信息。 此外，手动界面使得一个或多个人类编辑者同时观看多个面板并与多个面板中的每一个相互作用，以便校正或移除从该面板的图像中错误地确定的任何信息。
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7.发明申请公开(公告)号：US20090196510A1
公开(公告)日：2009-08-06
申请号：US12395422
申请日：2009-02-27
申请人： Salih Burak Gokturk , Dragomir Anguelov , Vincent Vanhoucke , Kuang-Chih Lee , Diem Vu , Danny Yang , Munjal Shah , Azhar Khan
发明人： Salih Burak Gokturk , Dragomir Anguelov , Vincent Vanhoucke , Kuang-Chih Lee , Diem Vu , Danny Yang , Munjal Shah , Azhar Khan
CPC分类号： G06F17/30244 , G06F17/30253 , G06F17/30265 , G06K9/00375 , G06K9/46
摘要： An embodiment provides for enabling retrieval of a collection of captured images that form at least a portion of a library of images. For each image in the collection, a captured image may be analyzed to recognize information from image data contained in the captured image, and an index may be generated, where the index data is based on the recognized information. Using the index, functionality such as search and retrieval is enabled. Various recognition techniques, including those that use the face, clothing, apparel, and combinations of characteristics may be utilized. Recognition may be performed on, among other things, persons and text carried on objects.
摘要翻译： 实施例提供了能够检索形成图像库的至少一部分的所捕获图像的集合。 对于集合中的每个图像，可以分析捕获的图像以从捕获的图像中包含的图像数据识别信息，并且可以生成索引，其中索引数据基于所识别的信息。 使用索引，启用搜索和检索等功能。 可以使用各种识别技术，包括使用面部，服装，服装和特征组合的识别技术。 在其他情况下，可以执行承认对象上的人和文本。
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8.发明授权公开(公告)号：US07519200B2
公开(公告)日：2009-04-14
申请号：US11246742
申请日：2005-10-07
申请人： Salih Burak Gokturk , Dragomir Anguelov , Vincent Vanhoucke , Kuang-Chih Lee , Diem Vu , Danny Yang , Munjal Shah , Azhar Khan
发明人： Salih Burak Gokturk , Dragomir Anguelov , Vincent Vanhoucke , Kuang-Chih Lee , Diem Vu , Danny Yang , Munjal Shah , Azhar Khan
CPC分类号： G06F17/30244 , G06F17/30253 , G06F17/30265 , G06K9/00375 , G06K9/46
摘要： An embodiment provides for enabling retrieval of a collection of captured images that form at least a portion of a library of images. For each image in the collection, a captured image may be analyzed to recognize information from image data contained in the captured image, and an index may be generated, where the index data is based on the recognized information. Using the index, functionality such as search and retrieval is enabled. Various recognition techniques, including those that use the face, clothing, apparel, and combinations of characteristics may be utilized. Recognition may be performed on, among other things, persons and text carried on objects.
摘要翻译： 实施例提供了能够检索形成图像库的至少一部分的所捕获图像的集合。 对于集合中的每个图像，可以分析捕获的图像以从捕获的图像中包含的图像数据识别信息，并且可以生成索引，其中索引数据基于所识别的信息。 使用索引，启用搜索和检索等功能。 可以使用各种识别技术，包括使用面部，服装，服装和特征组合的识别技术。 在其他情况下，可以执行承认对象上的人和文本。
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公开(公告)号：US08571272B2
公开(公告)日：2013-10-29
申请号：US11685106
申请日：2007-03-12
申请人： Salih Burak Gokturk , Dragomir Anguelov , Lorenzo Torresani , Vincent Vanhoucke , Munjal Shah , Diem Vu , Kuang-Chih Lee
发明人： Salih Burak Gokturk , Dragomir Anguelov , Lorenzo Torresani , Vincent Vanhoucke , Munjal Shah , Diem Vu , Kuang-Chih Lee
CPC分类号： G06K9/00288 , G06K9/621
摘要： Embodiments described herein facilitate or enhance the implementation of image recognition processes which can perform recognition on images to identify objects and/or faces by class or by people.
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10.发明申请SYSTEM AND METHOD FOR ENABLING IMAGE SEARCHING USING MANUAL ENRICHMENT, CLASSIFICATION, AND/OR SEGMENTATION 有权使用手动增强，分类和/或分割来实现图像搜索的系统和方法公开(公告)号：US20130127893A1
公开(公告)日：2013-05-23
申请号：US13619069
申请日：2012-09-14
申请人： Salih Burak Gokturk , Baris Sumengen , Diem Vu , Navneet Dalal , Danny Yang , Xiaofan Lin , Azhar Khan , Munjal Shah , Dragomir Anguelov , Lorenzo Torresani , Vincent Vanhoucke
发明人： Salih Burak Gokturk , Baris Sumengen , Diem Vu , Navneet Dalal , Danny Yang , Xiaofan Lin , Azhar Khan , Munjal Shah , Dragomir Anguelov , Lorenzo Torresani , Vincent Vanhoucke
IPC分类号： G06T7/00
CPC分类号： G06T7/0002 , G06F17/3025 , G06F17/30259 , G06F17/30262 , G06F17/30265 , G06F17/3028 , G06K9/46 , G06K9/6253
摘要： A system includes an image analysis module that is configured to programmatically analyze individual images in a collection of images in order to determine information about each image in the collection. The system may also include a manual interface that is configured to (i) interface with one or more human editors, and (ii) displays a plurality of panels concurrently. Individual panels may be provided for one or more analyzed images, and individual panels may be configured to display information that is at least indicative of the one or more images of that panel and/or of the information determined from the one or more images.
摘要翻译： 系统包括图像分析模块，其被配置为以编程方式分析图像集合中的各个图像，以便确定关于集合中的每个图像的信息。 系统还可以包括手动界面，其被配置为（i）与一个或多个人类编辑者接口，和（ii）同时显示多个面板。 可以为一个或多个分析的图像提供单独的面板，并且单独的面板可以被配置为显示至少指示该面板的一个或多个图像和/或从一个或多个图像确定的信息的信息。
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