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公开(公告)号：US08150098B2
公开(公告)日：2012-04-03
申请号：US11960800
申请日：2007-12-20
IPC分类号： G06K9/00
CPC分类号： G06F17/30247 , G06F17/30265 , G06K9/6211
摘要： A method of grouping images captured in a common location, including receiving a collection of images; classifying the images into a set of events, where each image in the collection belongs to no more than one event; analyzing background region(s) of images from each event to determine one or more features that represent the event; and comparing features from at least two events to determine which events occurred in a common location.
摘要翻译： 对在公共位置捕获的图像进行分组的方法，包括接收图像集合; 将图像分类为一组事件，其中集合中的每个图像属于不超过一个事件; 分析来自每个事件的图像的背景区域以确定表示事件的一个或多个特征; 以及比较来自至少两个事件的特征以确定哪些事件发生在公共位置。
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公开(公告)号：US20080002864A1
公开(公告)日：2008-01-03
申请号：US11427352
申请日：2006-06-29
CPC分类号： G06K9/00664
摘要： A method of identifying a particular background feature in a digital image, and using such feature to identify images in a collection of digital images that are of interest, includes using the digital image for determining one or more background region(s), with the rest of the image region being the non-background region; analyzing the background region(s) to determine one or more features which are suitable for searching the collection; and using the one or more features to search the collection and identifying those digital images in the collection that have the one or more features.
摘要翻译： 一种识别数字图像中的特定背景特征的方法，并且使用这样的特征来识别感兴趣的数字图像的集合中的图像，包括使用数字图像来确定一个或多个背景区域，其余的 作为非背景区域的图像区域; 分析背景区域以确定适合于搜索收集的一个或多个特征; 以及使用所述一个或多个特征来搜索所述集合并且识别所述集合中具有所述一个或多个特征的那些数字图像。
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公开(公告)号：US20080112621A1
公开(公告)日：2008-05-15
申请号：US11559544
申请日：2006-11-14
申请人： Andrew C. Gallagher , Alexander C. Loui , Cathleen D. Cerosaletti , Stacie L. Hibino , Madirakshi Das , Peter O. Stubler
发明人： Andrew C. Gallagher , Alexander C. Loui , Cathleen D. Cerosaletti , Stacie L. Hibino , Madirakshi Das , Peter O. Stubler
IPC分类号： G06K9/46
CPC分类号： G06K9/00288
摘要： A method of organizing an image collection includes detecting faces in the image collection, extracting features from the detected faces, determining a set of unique faces by analyzing the extracted features, wherein each face in the set of unique faces is believed to be from a different person than the other faces in the set; and displaying the unique faces to a user.
摘要翻译： 组织图像收集的方法包括检测图像集合中的面部，从检测到的面部提取特征，通过分析所提取的特征来确定一组独特的面部，其中该组独特面部中的每个面部被认为是来自不同的 人比其他面孔在集合; 并向用户显示唯一的面孔。
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公开(公告)号：US08315463B2
公开(公告)日：2012-11-20
申请号：US11559544
申请日：2006-11-14
申请人： Andrew C. Gallagher , Alexander C. Loui , Cathleen D. Cerosaletti , Stacie L. Hibino , Madirakshi Das , Peter O. Stubler
发明人： Andrew C. Gallagher , Alexander C. Loui , Cathleen D. Cerosaletti , Stacie L. Hibino , Madirakshi Das , Peter O. Stubler
CPC分类号： G06K9/00288
摘要： A method of organizing an image collection includes detecting faces in the image collection, extracting features from the detected faces, determining a set of unique faces by analyzing the extracted features, wherein each face in the set of unique faces is believed to be from a different person than the other faces in the set; and displaying the unique faces to a user.
摘要翻译： 组织图像收集的方法包括检测图像集合中的面部，从检测到的面部提取特征，通过分析所提取的特征来确定一组独特的面部，其中该组独特面部中的每个面部被认为是来自不同的 人比其他面孔在集合; 并向用户显示唯一的面孔。
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公开(公告)号：US20080208791A1
公开(公告)日：2008-08-28
申请号：US11679420
申请日：2007-02-27
IPC分类号： G06F17/30
CPC分类号： G06F16/58 , G06F16/532
摘要： A method is disclosed for retrieving images relevant to an example image from among a plurality of stored images, each of the stored images being associated with metadata of different types, including retrieving set(s) of images from the stored image(s) for each different type of metadata that are based on similarities of the metadata of each different type with the example image; displaying the retrieved set(s) of image(s) organized according to each different type of metadata; and the user selecting one or more particular set(s) of retrieved image(s).
摘要翻译： 公开了一种用于从多个存储的图像中检索与示例图像相关的图像的方法，每个存储的图像与不同类型的元数据相关联，包括从存储的图像中检索每个图像的图像集 基于与每个不同类型的元数据与示例图像的相似性的不同类型的元数据; 显示根据每种不同类型的元数据组织的所检索的图像集合; 并且用户选择一个或多个检索到的图像的特定集合。
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公开(公告)号：US20090161962A1
公开(公告)日：2009-06-25
申请号：US11960800
申请日：2007-12-20
IPC分类号： G06K9/00
CPC分类号： G06F17/30247 , G06F17/30265 , G06K9/6211
摘要： A method of grouping images captured in a common location, including receiving a collection of images; classifying the images into a set of events, where each image in the collection belongs to no more than one event; analyzing background region(s) of images from each event to determine one or more features that represent the event; and comparing features from at least two events to determine which events occurred in a common location.
摘要翻译： 对在公共位置捕获的图像进行分组的方法，包括接收图像集合; 将图像分类为一组事件，其中集合中的每个图像属于不超过一个事件; 分析来自每个事件的图像的背景区域以确定表示事件的一个或多个特征; 以及比较来自至少两个事件的特征以确定哪些事件发生在公共位置。
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公开(公告)号：US20130051670A1
公开(公告)日：2013-02-28
申请号：US13221078
申请日：2011-08-30
申请人： Madirakshi Das , Alexander C. Loui
发明人： Madirakshi Das , Alexander C. Loui
IPC分类号： G06K9/46
CPC分类号： G06K9/6212 , G06F17/30056 , G06F17/30265
摘要： A method of identifying groups of related digital images in a digital image collection, comprising: analyzing each of the digital images to generate associated feature descriptors related to image content or image capture conditions; storing the feature descriptors associated with the digital images in a metadata database; automatically analyzing the metadata database to identify a plurality of frequent itemsets, wherein each of the frequent itemsets is a co-occurring feature descriptor group that occurs in at least a predefined fraction of the digital images; determining a probability of occurrence for each the identified frequent itemsets; determining a quality score for each of the identified frequent itemsets responsive to the determined probability of occurrence; ranking the frequent itemsets based at least on the determined quality scores; and identifying one or more groups of related digital images corresponding to one or more of the top ranked frequent itemsets.
摘要翻译： 一种在数字图像集合中识别相关数字图像组的方法，包括：分析每个数字图像以生成与图像内容或图像捕获条件相关的相关联的特征描述符; 将与数字图像相关联的特征描述符存储在元数据数据库中; 自动分析所述元数据数据库以识别多个频繁项集，其中所述频繁项集中的每一个是发生在所述数字图像的至少预定义分数中的共同出现的特征描述符组; 确定每个所识别的频繁项集的出现概率; 响应于所确定的发生概率，确定每个所识别的频繁项集的质量得分; 至少基于确定的质量得分对频繁项集进行排序; 以及识别与一个或多个最高排名的频繁项集相对应的一组或多组相关数字图像。
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公开(公告)号：US08122356B2
公开(公告)日：2012-02-21
申请号：US11866636
申请日：2007-10-03
申请人： Joel S. Lawther , Cathleen D. Cerosaletti , Alexander C. Loui , Annette L. Thompson , Samuel M. Fryer , Edward Covannon , Madirakshi Das , Dale F. McIntyre , Michael J. Telek , Stacie L. Hibino
发明人： Joel S. Lawther , Cathleen D. Cerosaletti , Alexander C. Loui , Annette L. Thompson , Samuel M. Fryer , Edward Covannon , Madirakshi Das , Dale F. McIntyre , Michael J. Telek , Stacie L. Hibino
IPC分类号： G06F3/00
CPC分类号： G06F17/30056 , G06F3/04817 , G06T13/80
摘要： A method for image presentation are provided, in which at least one theme for image presentation is obtained; at least one set of images is acquired for presentation in association with each theme; and a presentation area image is generated for presentation on a display with a plurality of separate presentation objects in the presentation area image; an image value for each of the acquired images is determined; an emphasis score is determined for each of the acquired images. The presentation area image is presented with one of the acquired images in each of the presentation objects; and the presentation objects are animated by moving the presentation objects relative to each other in a manner that attracts more attention to presentation objects that are used to present images having a higher emphasis score than presentation objects that are used to simultaneously present images having a lower emphasis score.
摘要翻译： 提供一种用于图像呈现的方法，其中获得用于图像呈现的至少一个主题; 获取至少一组图像以与每个主题相关联地呈现; 并且生成呈现区域图像以在呈现区域图像中的多个分离的呈现对象的显示器上呈现; 确定每个所获取的图像的图像值; 为每个所获取的图像确定强调分数。 在每个呈现对象中呈现呈现区域图像中的一个获取的图像; 并且呈现对象通过以相对于彼此移动呈现对象的方式来动画化，该方式可以更加注意用于呈现比具有较低强调的图像的呈现对象更高的强调分数的图像的呈现对象 得分了。
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公开(公告)号：US20090094518A1
公开(公告)日：2009-04-09
申请号：US11866636
申请日：2007-10-03
申请人： Joel S. Lawther , Cathleen D. Cerosaletti , Alexander C. Loui , Annette L. Thompson , Samuel M. Fryer , Edward Covannon , Madirakshi Das , Dale F. Mclntyre , Michael J. Telek , Stacie L. Hibino
发明人： Joel S. Lawther , Cathleen D. Cerosaletti , Alexander C. Loui , Annette L. Thompson , Samuel M. Fryer , Edward Covannon , Madirakshi Das , Dale F. Mclntyre , Michael J. Telek , Stacie L. Hibino
IPC分类号： G06F3/00
CPC分类号： G06F17/30056 , G06F3/04817 , G06T13/80
摘要： A method for image presentation are provided, in which at least one theme for image presentation is obtained; at least one set of images is acquired for presentation in association with each theme; and a presentation area image is generated for presentation on a display with a plurality of separate presentation objects in the presentation area image; an image value for each of the acquired images is determined; an emphasis score is determined for each of the acquired images. The presentation area image is presented with one of the acquired images in each of the presentation objects; and the presentation objects are animated by moving the presentation objects relative to each other in a manner that attracts more attention to presentation objects that are used to present images having a higher emphasis score than presentation objects that are used to simultaneously present images having a lower emphasis score.
摘要翻译： 提供一种用于图像呈现的方法，其中获得用于图像呈现的至少一个主题; 获取至少一组图像以与每个主题相关联地呈现; 并且生成呈现区域图像以在呈现区域图像中的多个分离的呈现对象的显示器上呈现; 确定每个所获取的图像的图像值; 为每个所获取的图像确定强调分数。 在每个呈现对象中呈现呈现区域图像中的一个获取的图像; 并且呈现对象通过以相对于彼此移动呈现对象的方式来动画化，该方式可以更加注意用于呈现比具有较低强调的图像的呈现对象更高的强调分数的图像的呈现对象 得分了。
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公开(公告)号：US08718386B2
公开(公告)日：2014-05-06
申请号：US12710666
申请日：2010-02-23
申请人： Madirakshi Das , Alexander C. Loui
发明人： Madirakshi Das , Alexander C. Loui
IPC分类号： G06K9/62
CPC分类号： G06K9/6267 , G06F17/30274 , G06K9/00563 , G06K9/00677 , H04N5/2251 , H04N5/232
摘要： A method for organizing an event timeline for a digital image collection, includes using a processor for detecting events in the digital image collection and each event's associated timespan; determining the detected events that are significant in the digital image collection; and organizing the event timeline so that the event timeline shows the significant events and a clustered representation of the other events, made available to the user at different time granularities. The organized event timeline is also used for selecting images for generating output.
摘要翻译： 一种用于组织数字图像集合的事件时间线的方法，包括使用处理器来检测数字图像集合中的事件和每个事件的相关联的时间段; 确定在数字图像收集中显着的检测到的事件; 并组织事件时间线，以便事件时间线显示其他事件的重要事件和聚集表示，使用户以不同的时间粒度可用。 组织的事件时间轴也用于选择用于生成输出的图像。
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