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1. 发明授权

US09053115B1 Query image search 有权
标题翻译：查询图像搜索
公开(公告)号：US09053115B1
公开(公告)日：2015-06-09
申请号：US13592850
申请日：2012-08-23
申请人： Charles J. Rosenberg , Jingbin Wang , Sarah Moussa , Erik Murphy-Chutorian , Andrea Frome , Yoram Singer , Radhika Malpani
发明人： Charles J. Rosenberg , Jingbin Wang , Sarah Moussa , Erik Murphy-Chutorian , Andrea Frome , Yoram Singer , Radhika Malpani
IPC分类号： G06F17/30
CPC分类号： G06F17/301 , G06F17/30247 , G06F17/30268
摘要： Methods, systems and apparatus for identifying result images for a query image. One or more labels that are associated with the query image are obtained. Candidate images matching the query labels are identified. Visual similarity scores are generated for the candidate images. Each visual similarity score represents the visual similarity of a respective candidate image to the query image. Relevance scores are generated for each of the candidate images based on the visual similarity scores. Each relevance score represents a measure of relevance of the respective candidate images to the query image. The candidate images are ranked based on the relevance scores, a highest ranking subset of the candidate images being identified as result images and referenced by image search results. The result images can be candidate images that satisfy a similarity condition relative to the query image and other result images.
摘要翻译：用于识别查询图像的结果图像的方法，系统和装置。获得与查询图像相关联的一个或多个标签。识别符合查询标签的候选图像。为候选图像生成视觉相似性分数。每个视觉相似性分数表示相应候选图像与查询图像的视觉相似度。基于视觉相似性得分，针对每个候选图像生成相关性分数。每个相关性分数表示各个候选图像与查询图像的相关度的度量。候选图像基于相关性分数进行排序，候选图像的最高排名子集被识别为结果图像并且由图像搜索结果引用。结果图像可以是满足相对于查询图像和其他结果图像的相似性条件的候选图像。

2. 发明授权

US08429173B1 Method, system, and computer readable medium for identifying result images based on an image query 有权
标题翻译：用于基于图像查询来识别结果图像的方法，系统和计算机可读介质
公开(公告)号：US08429173B1
公开(公告)日：2013-04-23
申请号：US12763466
申请日：2010-04-20
申请人： Charles Rosenberg , Jingbin Wang , Sarah Moussa , Erik Murphy-Chutorian , Andrea Frome , Yoram Singer , Radhika Malpani
发明人： Charles Rosenberg , Jingbin Wang , Sarah Moussa , Erik Murphy-Chutorian , Andrea Frome , Yoram Singer , Radhika Malpani
IPC分类号： G06F17/30
CPC分类号： G06F17/301 , G06F17/30247 , G06F17/30268
摘要： Methods, systems and apparatus for identifying result images for a query image. One or more labels that are associated with the query image are obtained. Candidate images matching the query labels are identified. Visual similarity scores are generated for the candidate images. Each visual similarity score represents the visual similarity of a respective candidate image to the query image. Relevance scores are generated for each of the candidate images based on the visual similarity scores. Each relevance score represents a measure of relevance of the respective candidate images to the query image. The candidate images are ranked based on the relevance scores, a highest ranking subset of the candidate images being identified as result images and referenced by image search results. The result images can be candidate images that satisfy a similarity condition relative to the query image and other result images.
摘要翻译：用于识别查询图像的结果图像的方法，系统和装置。获得与查询图像相关联的一个或多个标签。识别符合查询标签的候选图像。为候选图像生成视觉相似性分数。每个视觉相似性分数表示相应候选图像与查询图像的视觉相似度。基于视觉相似性得分，针对每个候选图像生成相关性分数。每个相关性分数表示各个候选图像与查询图像的相关度的度量。候选图像基于相关性分数进行排序，候选图像的最高排名子集被识别为结果图像并且由图像搜索结果引用。结果图像可以是满足相对于查询图像和其他结果图像的相似性条件的候选图像。

3. 发明授权

US08509499B2 Automatic face detection and identity masking in images, and applications thereof 有权
公开(公告)号：US08509499B2
公开(公告)日：2013-08-13
申请号：US13302634
申请日：2011-11-22
申请人： Sergey Ioffe , Lance Williams , Dennis Strelow , Andrea Frome , Luc Vincent
发明人： Sergey Ioffe , Lance Williams , Dennis Strelow , Andrea Frome , Luc Vincent
IPC分类号： G06K9/36
CPC分类号： G06T11/001 , G06K9/00281 , G06T5/005
摘要： A method and system of identity masking to obscure identities corresponding to face regions in an image is disclosed. A face detector is applied to detect a set of possible face regions in the image. Then an identity masker is used to process the detected face regions by identity masking techniques in order to obscure identities corresponding to the regions. For example, a detected face region can be blurred as if it is in motion by a motion blur algorithm, such that the blurred region can not be recognized as the original identity. Or the detected face region can be replaced by a substitute facial image by a face replacement algorithm to obscure the corresponding identity.

4. 发明申请

US20150154607A1 SYSTEMS AND METHODS OF CORRELATING BUSINESS INFORMATION TO DETERMINE SPAM, CLOSED BUSINESSES, AND RANKING SIGNALS 有权
标题翻译：关联业务信息以确定垃圾邮件，关闭业务和排名信号的系统和方法
公开(公告)号：US20150154607A1
公开(公告)日：2015-06-04
申请号：US13034095
申请日：2011-02-24
申请人： Andrea Frome , Howard Wellington Trickey , Melanie Clements , Ethan G. Russell , Paul Eastlund , Diego Ariel Gertzenstein , Douglas Richard Grundman , Baris Yuksel
发明人： Andrea Frome , Howard Wellington Trickey , Melanie Clements , Ethan G. Russell , Paul Eastlund , Diego Ariel Gertzenstein , Douglas Richard Grundman , Baris Yuksel
IPC分类号： G06Q30/00 , G06K9/62
CPC分类号： G06Q30/018
摘要： Systems and methods are provided for determining whether given business listings are spam or are closed businesses. In one example, a system receives a business listing from a user. The business listing contains a geolocation and the name of a business. The system also receives one or more street level images related to a geographic object that is at or near the same geolocation as the business listing. The system determines if the business listing is spam or is closed based on the received street level images by determining if the geographic object is the business or by analyzing whether the business associated with the listing is shown in any of the street level images.
摘要翻译：提供系统和方法来确定给定的商业信息是垃圾邮件还是封闭的业务。在一个示例中，系统从用户接收商业列表。业务列表包含地理位置和业务名称。该系统还接收与地理对象相关的一个或多个街道级图像，该地理对象处于或接近与商家列表相同的地理位置。系统通过确定地理对象是业务还是通过分析与列表相关联的业务是否显示在任何街道级图像中，基于所接收的街道级图像来确定商家列表是垃圾邮件还是关闭。

5. 发明授权

US08098904B2 Automatic face detection and identity masking in images, and applications thereof 有权
标题翻译：图像中的自动面部检测和身份掩蔽及其应用
公开(公告)号：US08098904B2
公开(公告)日：2012-01-17
申请号：US12078464
申请日：2008-03-31
申请人： Sergey Ioffe , Lance Williams , Dennis Strelow , Andrea Frome , Luc Vincent
发明人： Sergey Ioffe , Lance Williams , Dennis Strelow , Andrea Frome , Luc Vincent
IPC分类号： G06K9/36
CPC分类号： G06T11/001 , G06K9/00281 , G06T5/005
摘要： A method and system of identity masking to obscure identities corresponding to face regions in an image is disclosed. A face detector is applied to detect a set of possible face regions in the image. Then an identity masker is used to process the detected face regions by identity masking techniques in order to obscure identities corresponding to the regions. For example, a detected face region can be blurred as if it is in motion by a motion blur algorithm, such that the blurred region can not be recognized as the original identity. Or the detected face region can be replaced by a substitute facial image by a face replacement algorithm to obscure the corresponding identity.
摘要翻译：公开了一种识别掩蔽以掩盖对应于图像中的面部区域的身份的方法和系统。应用面部检测器来检测图像中的一组可能的面部区域。然后，使用身份掩码来通过身份掩蔽技术来处理检测到的面部区域，以便掩盖对应于该区域的身份。例如，检测到的脸部区域可以像通过运动模糊算法运动一样被模糊，使得模糊区域不能被识别为原始身份。或者通过面部替换算法可以通过替代面部图像来替换检测到的面部区域以遮蔽对应的身份。

6. 发明授权

US08600102B1 System and method of identifying advertisement in images 有权
公开(公告)号：US08600102B1
公开(公告)日：2013-12-03
申请号：US13236032
申请日：2011-09-19
申请人： Andrea Frome
发明人： Andrea Frome
IPC分类号： G06K9/00
CPC分类号： G06K9/00268 , G06K9/00228 , G06K9/00288 , G06Q30/02 , G06T7/00 , G09F9/30 , H04N5/2723
摘要： A system and method is provided wherein, in one aspect, a processor determines whether multiple street level images have captured a nearly-identical face. If so, the images are processed to determine whether the face appears to be part of an advertisement. Once it is determined that the face is displayed on an advertisement, the boundaries of the advertisement may be determined and the location of the advertisement is stored for future use, e.g., potentially replacing the advertisement in the image with a different advertisement.

7. 发明授权

US08345921B1 Object detection with false positive filtering 有权
公开(公告)号：US08345921B1
公开(公告)日：2013-01-01
申请号：US12453432
申请日：2009-05-11
申请人： Andrea Frome , German Cheung , Ahmad Abdulkader , Marco Zennaro , Bo Wu , Alessandro Bissacco , Hartmut Neven , Luc Vincent , Hartwig Adam
发明人： Andrea Frome , German Cheung , Ahmad Abdulkader , Marco Zennaro , Bo Wu , Alessandro Bissacco , Hartmut Neven , Luc Vincent , Hartwig Adam
IPC分类号： G06K9/00
CPC分类号： G06K9/00624 , G06K9/00228 , G06K9/00771 , G06K9/00791 , G06K9/72 , G06K2209/15
摘要： Embodiments of this invention relate to detecting and blurring images. In an embodiment, a system detects objects in a photographic image. The system includes an object detector module configured to detect regions of the photographic image that include objects of a particular type at least based on the content of the photographic image. The system further includes a false positive detector module configured to determine whether each region detected by the object detector module includes an object of the particular type at least based on information about the context in which the photographic image was taken.

8. 发明授权

US08265400B2 Identifying establishments in images 有权
标题翻译：识别图像中的场所
公开(公告)号：US08265400B2
公开(公告)日：2012-09-11
申请号：US13246812
申请日：2011-09-27
申请人： Tal Yadid , Yuval Netzer , Shlomo Urbach , Andrea Frome , Noam Ben-Haim
发明人： Tal Yadid , Yuval Netzer , Shlomo Urbach , Andrea Frome , Noam Ben-Haim
IPC分类号： G06K9/00
CPC分类号： G06K9/723 , G06F17/241 , G06F17/2705 , G06F17/30241 , G06K9/00664 , G06K2209/01
摘要： Establishments are identified in geo-tagged images. According to one aspect, text regions are located in a geo-tagged image and text strings in the text regions are recognized using Optical Character Recognition (OCR) techniques. Text phrases are extracted from information associated with establishments known to be near the geographic location specified in the geo-tag of the image. The text strings recognized in the image are compared with the phrases for the establishments for approximate matches, and an establishment is selected as the establishment in the image based on the approximate matches. According to another aspect, text strings recognized in a collection of geo-tagged images are compared with phrases for establishments in the geographic area identified by the geo-tags to generate scores for image-establishment pairs. Establishments in each of the large collection of images as well as representative images showing each establishment are identified using the scores.
摘要翻译：在地理标签图像中标识企业。根据一个方面，文本区域位于地理标记的图像中，并且使用光学字符识别（OCR）技术识别文本区域中的文本串。从与已知在图像的地理标签中指定的地理位置附近的企业相关联的信息中提取文本短语。将图像中识别的文本字符串与用于近似匹配的场所的短语进行比较，并且基于近似匹配来选择企业作为图像中的建立。根据另一方面，将在地理标签图像的集合中识别的文本字符串与由地理标签识别的地理区域中的企业的短语进行比较，以生成图像建立对的分数。使用分数来确定每个大图像集合中的各个场所以及显示每个机构的代表性图像。

9. 发明申请

US20120070042A1 Automatic Face Detection and Identity Masking In Images, and Applications Thereof 有权
标题翻译：自动人脸检测和身份识别在图像及其应用中的应用
公开(公告)号：US20120070042A1
公开(公告)日：2012-03-22
申请号：US13302634
申请日：2011-11-22
申请人： Sergey IOFFE , Lance Williams , Dennis Strelow , Andrea Frome , Luc Vincent
发明人： Sergey IOFFE , Lance Williams , Dennis Strelow , Andrea Frome , Luc Vincent
IPC分类号： G06K9/00
CPC分类号： G06T11/001 , G06K9/00281 , G06T5/005
摘要： A method and system of identity masking to obscure identities corresponding to face regions in an image is disclosed. A face detector is applied to detect a set of possible face regions in the image. Then an identity masker is used to process the detected face regions by identity masking techniques in order to obscure identities corresponding to the regions. For example, a detected face region can be blurred as if it is in motion by a motion blur algorithm, such that the blurred region can not be recognized as the original identity. Or the detected face region can be replaced by a substitute facial image by a face replacement algorithm to obscure the corresponding identity.
摘要翻译：公开了一种识别掩蔽以掩盖对应于图像中的面部区域的身份的方法和系统。应用面部检测器来检测图像中的一组可能的面部区域。然后，使用身份掩码来通过身份掩蔽技术来处理检测到的面部区域，以便掩盖对应于该区域的身份。例如，检测到的脸部区域可以像通过运动模糊算法运动一样被模糊，使得模糊区域不能被识别为原始身份。或者通过面部替换算法可以通过替代面部图像来替换检测到的面部区域以遮蔽对应的身份。

10. 发明申请

US20120008865A1 SYSTEM AND METHOD OF DETERMINING BUILDING NUMBERS 有权
标题翻译：确定建筑物数量的系统和方法
公开(公告)号：US20120008865A1
公开(公告)日：2012-01-12
申请号：US13181081
申请日：2011-07-12
申请人： Bo Wu , Alessandro Bissacco , Raymond W. Smith , Kong man Cheung , Andrea Frome , Shlomo Urbach
发明人： Bo Wu , Alessandro Bissacco , Raymond W. Smith , Kong man Cheung , Andrea Frome , Shlomo Urbach
IPC分类号： G06K9/18 , G06K9/00
CPC分类号： G06K9/3258 , G06K9/00 , G06K9/18 , G06K2209/01 , G06Q50/10
摘要： A system and method is provided for automatically recognizing building numbers in street level images. In one aspect, a processor selects a street level image that is likely to be near an address of interest. The processor identifies those portions of the image that are visually similar to street numbers, and then extracts the numeric values of the characters displayed in such portions. If an extracted value corresponds with the building number of the address of interest such as being substantially equal to the address of interest, the extracted value and the image portion are displayed to a human operator. The human operator confirms, by looking at the image portion, whether the image portion appears to be a building number that matches the extracted value. If so, the processor stores a value that associates that building number with the street level image.
摘要翻译：提供了一种用于自动识别街道图像中的建筑物编号的系统和方法。在一个方面，处理器选择可能靠近感兴趣的地址的街道级图像。处理器识别图像中与街道号码视觉相似的那些部分，然后提取在这些部分中显示的字符的数值。如果提取的值对应于感兴趣的地址的建筑物号码，例如基本上等于感兴趣的地址，则提取的值和图像部分被显示给人类操作者。人类操作者通过观察图像部分来确认图像部分是否看起来是与提取的值相匹配的建筑物号码。如果是这样，处理器存储将建筑物号码与街道图像相关联的值。

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