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1. 发明授权

US08761446B1 Object detection with false positive filtering 有权
标题翻译：假阳性滤波对象检测
公开(公告)号：US08761446B1
公开(公告)日：2014-06-24
申请号：US13614822
申请日：2012-09-13
申请人： Andrea Frome , German Cheung , Ahmad Abdulkader , Marco Zennaro , Bo Wu , Alessandro Bissallo , Hartmut Neven , Luc Vincent , Hartwig Adam
发明人： Andrea Frome , German Cheung , Ahmad Abdulkader , Marco Zennaro , Bo Wu , Alessandro Bissallo , 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.
摘要翻译：本发明的实施例涉及检测和模糊图像。在一个实施例中，系统检测摄影图像中的对象。该系统包括对象检测器模块，其被配置为至少基于摄影图像的内容来检测包括特定类型的对象的摄影图像的区域。所述系统还包括假阳性检测器模块，其被配置为至少基于关于拍摄照片的上下文的信息来确定由对象检测器模块检测到的每个区域是否包括特定类型的对象。

2. 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.

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。

5. 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。

6. 发明申请

US20090262987A1 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：US20090262987A1
公开(公告)日：2009-10-22
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： G06K9/00
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。

7. 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。

8. 发明授权

US08787673B2 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：US08787673B2
公开(公告)日：2014-07-22
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
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。

9. 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。

10. 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。

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