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1. 发明授权

US08396246B2 Tagging images with labels 有权
公开(公告)号：US08396246B2
公开(公告)日：2013-03-12
申请号：US12199799
申请日：2008-08-28
申请人： Karthik G. Anbalagan , Scott R. Ramsby , Chunkit J. Chan , Michael H. Kim , John M. Thornton , Timothy R. O'Connor , Alexander S. Brodie , Samuel J. Pinson , Bryan P. Ferguson , Gyorgy K. Schadt , Aanand Narayanan Pisharathu
发明人： Karthik G. Anbalagan , Scott R. Ramsby , Chunkit J. Chan , Michael H. Kim , John M. Thornton , Timothy R. O'Connor , Alexander S. Brodie , Samuel J. Pinson , Bryan P. Ferguson , Gyorgy K. Schadt , Aanand Narayanan Pisharathu
IPC分类号： G06K9/00
CPC分类号： G06K9/00496 , G06Q10/10
摘要： An image to be shared with other users based on input from a first user is received. A second user is identified from a tag of the image, and information is provided, based at least in part on the tag, to one or both of the first user and the second user. Additionally, after editing of an image a determination can be made as to whether a region of the image having an associated tag has been affected by the editing. The tag associated with the region is altered if the region has been affected by the editing, otherwise the tag associated with the region is left unaltered. Furthermore, the tag can include a first portion storing data identifying a region of the image to which the tag corresponds, and a second portion storing data identifying a person shown in the region.

2. 发明申请

US20100054600A1 Tagging Images With Labels 有权
标题翻译：用标签标记图像
公开(公告)号：US20100054600A1
公开(公告)日：2010-03-04
申请号：US12199799
申请日：2008-08-28
申请人： Karthik G. Anbalagan , Scott R. Ramsby , Chunkit J. Chan , Michael H. Kim , John M. Thornton , Timothy R. O'Connor , Alexander S. Brodie , Samuel J. Pinson , Bryan P. Ferguson , Gyorgy K. Schadt , Aanand Narayanan Pisharathu
发明人： Karthik G. Anbalagan , Scott R. Ramsby , Chunkit J. Chan , Michael H. Kim , John M. Thornton , Timothy R. O'Connor , Alexander S. Brodie , Samuel J. Pinson , Bryan P. Ferguson , Gyorgy K. Schadt , Aanand Narayanan Pisharathu
IPC分类号： G06K9/34
CPC分类号： G06K9/00496 , G06Q10/10
摘要： An image to be shared with other users based on input from a first user is received. A second user is identified from a tag of the image, and information is provided, based at least in part on the tag, to one or both of the first user and the second user. Additionally, after editing of an image a determination can be made as to whether a region of the image having an associated tag has been affected by the editing. The tag associated with the region is altered if the region has been affected by the editing, otherwise the tag associated with the region is left unaltered. Furthermore, the tag can include a first portion storing data identifying a region of the image to which the tag corresponds, and a second portion storing data identifying a person shown in the region.
摘要翻译：接收到基于来自第一用户的输入与其他用户共享的图像。从图像的标签识别第二用户，并且至少部分地基于标签向第一用户和第二用户中的一个或两者提供信息。此外，在编辑图像之后，可以确定具有关联标签的图像的区域是否已经受到编辑的影响。如果该区域受到编辑的影响，与该区域相关联的标签将被更改，否则与该区域相关联的标签将保持不变。此外，标签可以包括存储识别标签对应的图像的区域的数据的第一部分和存储识别该区域中显示的人的数据的第二部分。

3. 发明授权

US08867779B2 Image tagging user interface 有权
标题翻译：图像标记用户界面
公开(公告)号：US08867779B2
公开(公告)日：2014-10-21
申请号：US12199800
申请日：2008-08-28
申请人： Karthik G. Anbalagan , Scott R. Ramsby , Chunkit J. Chan , Michael H. Kim , John M. Thornton , Timothy R. O'Connor , Alexander S. Brodie , Samuel J. Pinson , Bryan P. Ferguson , Aanand Narayanan Pisharathu , Ryan A. Kabir , Shanjeef Satchithanantham , Eric Richards , Eric W. Doerr , William D. Sproule , Shawn L. Morrissey , Mindy C. King
发明人： Karthik G. Anbalagan , Scott R. Ramsby , Chunkit J. Chan , Michael H. Kim , John M. Thornton , Timothy R. O'Connor , Alexander S. Brodie , Samuel J. Pinson , Bryan P. Ferguson , Aanand Narayanan Pisharathu , Ryan A. Kabir , Shanjeef Satchithanantham , Eric Richards , Eric W. Doerr , William D. Sproule , Shawn L. Morrissey , Mindy C. King
IPC分类号： G06K9/00 , G06F17/30
CPC分类号： G06T7/0081 , G06F17/30265 , G06K9/00221 , G06K9/00677 , G06T2207/30196
摘要： A global tag for an image is received identifies one or more objects in the image, and a region-specific tag for the image identifies one or more objects in a region of the image. The global tag and the region-specific tag are stored with the image. Displayed, along with the image, is an identifier for each of the one or more objects identified in the global tag, and an identifier for each of the one or more objects identified in the region-specific tag. Different users are able to maintain different names for the same person, allowing the same tag of the image to be used as the basis for displaying the image with different names for the different users. Additionally, the tags can be used as a basis for generating a credits list of people that are included in a compilation of images.
摘要翻译：接收到图像的全局标签识别图像中的一个或多个对象，并且图像的区域特定标签识别图像区域中的一个或多个对象。全局标签和区域特定标签与图像一起存储。与图像一起显示，是在全局标签中标识的一个或多个对象中的每一个的标识符，以及在区域特定标签中标识的一个或多个对象中的每一个的标识符。不同的用户能够为同一个人维护不同的名称，允许使用相同的图像标签作为不同用户以不同名称显示图像的基础。此外，标签可以用作生成包含在图像汇编中的人的信用清单的基础。

4. 发明申请

US20150016691A1 Image Tagging User Interface 审中-公开
标题翻译：图像标记用户界面
公开(公告)号：US20150016691A1
公开(公告)日：2015-01-15
申请号：US14502511
申请日：2014-09-30
申请人： Karthik G. Anbalagan , Scott R. Ramsby , Chunkit J. Chan , Michael H. Kim , John M. Thornton , Timothy R. O'Connor , Alexander S. Brodie , Samuel J. Pinson , Bryan P. Ferguson , Aanand Narayanan Pisharathu , Ryan A. Kabir , Shanjeef Satchithanantham , Eric Richards , Eric W. Doerr , William D. Sproule , Shawn L. Morrissey , Mindy C. King
发明人： Karthik G. Anbalagan , Scott R. Ramsby , Chunkit J. Chan , Michael H. Kim , John M. Thornton , Timothy R. O'Connor , Alexander S. Brodie , Samuel J. Pinson , Bryan P. Ferguson , Aanand Narayanan Pisharathu , Ryan A. Kabir , Shanjeef Satchithanantham , Eric Richards , Eric W. Doerr , William D. Sproule , Shawn L. Morrissey , Mindy C. King
IPC分类号： G06T7/00 , G06K9/00 , G06F17/30
CPC分类号： G06K9/00221 , G06F16/58 , G06K9/00677 , G06T2207/30196
摘要： An image having a region tagged by a first user is obtained. The tag can include a first label of a person in the region, and the label can be used by the first user to identify the person in the region. Then, a second label of the person is determined. In implementations, the second label is used by a second user to identify the person in the region. The image is then displayed with the second label when displaying the image for the second user.
摘要翻译：获得具有由第一用户标记的区域的图像。标签可以包括区域中的人的第一标签，并且该标签可以由第一用户使用以识别该区域中的人。然后，确定该人的第二个标签。在实现中，第二标签由第二用户用于识别该区域中的人。然后在显示第二个用户的图像时，图像与第二个标签一起显示。

5. 发明申请

US20100054601A1 Image Tagging User Interface 有权
标题翻译：图像标记用户界面
公开(公告)号：US20100054601A1
公开(公告)日：2010-03-04
申请号：US12199800
申请日：2008-08-28
申请人： Karthik G. Anbalagan , Scott R. Ramsby , Chunkit J. Chan , Michael H. Kim , John M. Thornton , Timothy R. O'Connor , Alexander S. Brodie , Samuel J. Pinson , Bryan P. Ferguson , Aanand Narayanan Pisharathu , Ryan A. Kabir , Shanjeef Satchithanantham , Eric Richards , Eric W. Doerr , William D. Sproule , Shawn L. Morrissey , Mindy C. King
发明人： Karthik G. Anbalagan , Scott R. Ramsby , Chunkit J. Chan , Michael H. Kim , John M. Thornton , Timothy R. O'Connor , Alexander S. Brodie , Samuel J. Pinson , Bryan P. Ferguson , Aanand Narayanan Pisharathu , Ryan A. Kabir , Shanjeef Satchithanantham , Eric Richards , Eric W. Doerr , William D. Sproule , Shawn L. Morrissey , Mindy C. King
IPC分类号： G06K9/34 , G06F17/30 , G06F7/00
CPC分类号： G06T7/0081 , G06F17/30265 , G06K9/00221 , G06K9/00677 , G06T2207/30196
摘要： A global tag for an image is received identifies one or more objects in the image, and a region-specific tag for the image identifies one or more objects in a region of the image. The global tag and the region-specific tag are stored with the image. Displayed, along with the image, is an identifier for each of the one or more objects identified in the global tag, and an identifier for each of the one or more objects identified in the region-specific tag. Different users are able to maintain different names for the same person, allowing the same tag of the image to be used as the basis for displaying the image with different names for the different users. Additionally, the tags can be used as a basis for generating a credits list of people that are included in a compilation of images.
摘要翻译：接收到图像的全局标签识别图像中的一个或多个对象，并且图像的区域特定标签识别图像区域中的一个或多个对象。全局标签和区域特定标签与图像一起存储。与图像一起显示，是在全局标签中标识的一个或多个对象中的每一个的标识符，以及在区域特定标签中标识的一个或多个对象中的每一个的标识符。不同的用户能够为同一个人维护不同的名称，允许使用相同的图像标签作为不同用户以不同名称显示图像的基础。此外，标签可以用作生成包含在图像汇编中的人的信用清单的基础。

6. 发明授权

US08873840B2 Reducing false detection rate using local pattern based post-filter 有权
标题翻译：使用基于局部模式的后置滤波器降低误检率
公开(公告)号：US08873840B2
公开(公告)日：2014-10-28
申请号：US12959383
申请日：2010-12-03
申请人： Eyal Krupka , Igor Abramovski , Igor Kviatkovsky , Jason M. Cahill , Timothy R. O'Connor , Cha Zhang
发明人： Eyal Krupka , Igor Abramovski , Igor Kviatkovsky , Jason M. Cahill , Timothy R. O'Connor , Cha Zhang
IPC分类号： G06K9/62 , G06K9/00
CPC分类号： G06K9/6257 , G06K9/00228 , G06K9/6292
摘要： A training set for a post-filter classifier is created from the output of a face detector. The face detector can be a Viola Jones face detector. Face detectors produce false positives and true positives. The regions in the training set are labeled so that false positives are labeled negative and true positives are labeled positive. The labeled training set is used to train a post-filter classifier. The post-filter classifier can be an SVM (Support Vector Machine). The trained face detection classifier is placed at the end of a face detection pipeline comprising a face detector, one or more feature extractors and the trained post-filter classifier. The post-filter reduces the number of false positives in the face detector output while keeping the number of true positives almost unchanged using features different from the Haar features used by the face detector.
摘要翻译：用于后置滤波器分类器的训练集由脸部检测器的输出创建。脸部检测器可以是Viola Jones脸部检测器。脸部检测仪产生假阳性和真阳性。训练集中的区域被标记为假阳性标记为阴性，真阳性标记为阳性。标记的训练集用于训练后置过滤分类器。后置滤波器分类器可以是SVM（支持向量机）。经训练的人脸检测分类器被放置在包括面部检测器，一个或多个特征提取器和经过训练的后置滤波器分类器的面部检测管线的末端。后置滤波器减少了脸部检测器输出中的误报数量，同时使用与脸部检测器使用的Haar特征不同的特征保持真正的数量几乎不变。

7. 发明申请

US20110268369A1 GENERATING A COMBINED IMAGE FROM MULTIPLE IMAGES 有权
标题翻译：从多个图像生成组合图像
公开(公告)号：US20110268369A1
公开(公告)日：2011-11-03
申请号：US12772772
申请日：2010-05-03
申请人： Eric J. Richards , Roger A. Bischoff , Timothy R. O'Connor , Tomasz S.M. Kasperkiewicz
发明人： Eric J. Richards , Roger A. Bischoff , Timothy R. O'Connor , Tomasz S.M. Kasperkiewicz
IPC分类号： G06K9/36
CPC分类号： G06K9/60 , G06K9/00295 , G06K9/00677 , G06T5/005 , G06T7/97 , G06T11/60 , G06T2207/30168 , H04N1/62 , H04N1/624 , H04N5/23219
摘要： A determination is made for each of multiple regions in multiple images of how good that region is perceived as being. A base image is identified, and a combined image is generated from the multiple images by automatically replacing each region of the base image with a corresponding region of another image if the corresponding region has been determined as being better than the region of the base image. The generating of the combined image can include automatically selecting from one of the multiple images a region in which an object that is present in one or more corresponding regions of other images is absent. Additionally, for a particular region of the base image, corresponding regions of the other images can be displayed, and the particular region replaced with a user-selected one of the corresponding regions of the other images.
摘要翻译：对多个图像中的多个区域中的每个区域进行确定，该区域被感知为多好。识别基本图像，并且如果相应区域已被确定为优于基本图像的区域，则通过用另一图像的对应区域自动替换基本图像的每个区域，从多个图像生成组合图像。组合图像的生成可以包括在多个图像中的一个图像中自动选择其中存在于其它图像的一个或多个对应区域中的对象不存在的区域。此外，对于基本图像的特定区域，可以显示其他图像的对应区域，并且特定区域被用户选择的其它图像的对应区域中的一个替换。

8. 发明授权

US08515137B2 Generating a combined image from multiple images 有权
标题翻译：从多个图像生成组合图像
公开(公告)号：US08515137B2
公开(公告)日：2013-08-20
申请号：US12772772
申请日：2010-05-03
申请人： Eric J. Richards , Roger A. Bischoff , Timothy R. O'Connor , Tomasz S. M. Kasperkiewicz
发明人： Eric J. Richards , Roger A. Bischoff , Timothy R. O'Connor , Tomasz S. M. Kasperkiewicz
IPC分类号： G06K9/00 , G06K9/36 , G06K9/20
CPC分类号： G06K9/60 , G06K9/00295 , G06K9/00677 , G06T5/005 , G06T7/97 , G06T11/60 , G06T2207/30168 , H04N1/62 , H04N1/624 , H04N5/23219
摘要： A determination is made for each of multiple regions in multiple images of how good that region is perceived as being. A base image is identified, and a combined image is generated from the multiple images by automatically replacing each region of the base image with a corresponding region of another image if the corresponding region has been determined as being better than the region of the base image. The generating of the combined image can include automatically selecting from one of the multiple images a region in which an object that is present in one or more corresponding regions of other images is absent. Additionally, for a particular region of the base image, corresponding regions of the other images can be displayed, and the particular region replaced with a user-selected one of the corresponding regions of the other images.
摘要翻译：对多个图像中的多个区域中的每个区域进行确定，该区域被感知为多好。识别基本图像，并且如果相应区域已被确定为优于基本图像的区域，则通过用另一图像的对应区域自动替换基本图像的每个区域，从多个图像生成组合图像。组合图像的生成可以包括在多个图像中的一个图像中自动选择其中存在于其它图像的一个或多个对应区域中的对象不存在的区域。此外，对于基本图像的特定区域，可以显示其他图像的对应区域，并且特定区域被用户选择的其它图像的对应区域中的一个替换。

9. 发明申请

US20120141017A1 REDUCING FALSE DETECTION RATE USING LOCAL PATTERN BASED POST-FILTER 有权
标题翻译：使用基于本地模式的过滤器降低假冒检测率
公开(公告)号：US20120141017A1
公开(公告)日：2012-06-07
申请号：US12959383
申请日：2010-12-03
申请人： Eyal Krupka , Igor Abramovski , Igor Kviatkovsky , Jason M. Cahill , Timothy R. O'Connor , Cha Zhang
发明人： Eyal Krupka , Igor Abramovski , Igor Kviatkovsky , Jason M. Cahill , Timothy R. O'Connor , Cha Zhang
IPC分类号： G06K9/62 , G06K9/46
CPC分类号： G06K9/6257 , G06K9/00228 , G06K9/6292
摘要： A training set for a post-filter classifier is created from the output of a face detector. The face detector can be a Viola Jones face detector. Face detectors produce false positives and true positives. The regions in the training set are labeled so that false positives are labeled negative and true positives are labeled positive. The labeled training set is used to train a post-filter classifier. The post-filter classifier can be an SVM (Support Vector Machine). The trained face detection classifier is placed at the end of a face detection pipeline comprising a face detector, one or more feature extractors and the trained post-filter classifier. The post-filter reduces the number of false positives in the face detector output while keeping the number of true positives almost unchanged using features different from the Haar features used by the face detector.
摘要翻译：用于后置滤波器分类器的训练集由脸部检测器的输出创建。脸部检测器可以是Viola Jones脸部检测器。脸部检测仪产生假阳性和真阳性。训练集中的区域被标记为假阳性标记为阴性，真阳性标记为阳性。标记的训练集用于训练后置过滤分类器。后置滤波器分类器可以是SVM（支持向量机）。经训练的人脸检测分类器被放置在包括面部检测器，一个或多个特征提取器和经过训练的后置滤波器分类器的面部检测管线的末端。后置滤波器减少了脸部检测器输出中的误报数量，同时使用与脸部检测器使用的Haar特征不同的特征保持真正的数量几乎不变。

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