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公开(公告)号：US09177360B2
公开(公告)日：2015-11-03
申请号：US13610101
申请日：2012-09-11
申请人： Avi Cieplinski , Jan Erik Solem , Jerremy Holland , Garrett Johnson , Russell Reid , Russell Webb
发明人： Avi Cieplinski , Jan Erik Solem , Jerremy Holland , Garrett Johnson , Russell Reid , Russell Webb
CPC分类号： G06T7/004 , G06T3/60 , G06T7/30 , G06T7/70 , G06T7/73 , G06T11/203 , G06T2207/20081 , G06T2207/30201
摘要： Systems, methods, and computer readable media for adjusting the orientation of an image frame and a scene depicted in the image frame are described. In general, techniques are disclosed for analyzing an image with one or more feature detectors to identify features in the image. An alignment or position associated with one or more features identified in the image may be used to determine a proper orientation for the image frame. The image can then be rotated to the proper orientation. It may also be determined if a scene depicted in the image is properly aligned in the rotated image orientation. If not, alignment information associated with the identified features may be utilized to straighten the depicted scene.
摘要翻译： 描述了用于调整图像帧和图像帧中描绘的场景的方向的系统，方法和计算机可读介质。 通常，公开了用于利用一个或多个特征检测器分析图像以识别图像中的特征的技术。 可以使用与图像中标识的一个或多个特征相关联的对准或位置来确定图像帧的正确取向。 然后可以将图像旋转到正确的方向。 也可以确定图像中描绘的场景是否以旋转的图像取向正确对准。 如果不是，则可以利用与识别的特征相关联的对准信息来校正所描绘的场景。
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公开(公告)号：US20140071308A1
公开(公告)日：2014-03-13
申请号：US13610101
申请日：2012-09-11
申请人： Avi Cieplinski , Jan Erik Solem , Jerremy Holland , Garrett Johnson , Russell Reid , Russell Webb
发明人： Avi Cieplinski , Jan Erik Solem , Jerremy Holland , Garrett Johnson , Russell Reid , Russell Webb
CPC分类号： G06T7/004 , G06T3/60 , G06T7/30 , G06T7/70 , G06T7/73 , G06T11/203 , G06T2207/20081 , G06T2207/30201
摘要： Systems, methods, and computer readable media for adjusting the orientation of an image frame and a scene depicted in the image frame are described. In general, techniques are disclosed for analyzing an image with one or more feature detectors to identify features in the image. An alignment or position associated with one or more features identified in the image may be used to determine a proper orientation for the image frame. The image can then be rotated to the proper orientation. It may also be determined if a scene depicted in the image is properly aligned in the rotated image orientation. If not, alignment information associated with the identified features may be utilized to straighten the depicted scene.
摘要翻译： 描述了用于调整图像帧和图像帧中描绘的场景的方向的系统，方法和计算机可读介质。 通常，公开了用于利用一个或多个特征检测器分析图像以识别图像中的特征的技术。 可以使用与图像中识别的一个或多个特征相关联的对准或位置来确定图像帧的正确取向。 然后可以将图像旋转到正确的方向。 也可以确定图像中描绘的场景是否以旋转的图像取向正确对准。 如果不是，则可以利用与识别的特征相关联的对准信息来校正所描绘的场景。
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公开(公告)号：US20130300830A1
公开(公告)日：2013-11-14
申请号：US13468391
申请日：2012-05-10
申请人： Jan Erik Solem , Jerremy Holland
发明人： Jan Erik Solem , Jerremy Holland
CPC分类号： G06K9/68 , G06F17/30241 , G06T7/74 , G06T2207/30244
摘要： By providing 3D representations of noteworthy locations for comparison with images, the 3D location of the imaging device, as well as the orientation of the device may be determined. The 3D location and orientation of the imaging device then allows for enhanced navigation in a collection of images, as well as enhanced visualization and editing capabilities. The 3D representations of noteworthy locations may be provided in a database that may be stored local or remote to the imaging device or a programmable device processing images obtained from the imaging device.
摘要翻译： 通过提供用于与图像比较的值得注意的位置的3D表示，可以确定成像装置的3D位置以及装置的取向。 然后，成像设备的3D位置和方向允许在图像集合中增强导航，以及增强的可视化和编辑功能。 可以在数据库中提供值得注意的位置的3D表示，该数据库可以被本地或远程地存储到成像设备或可编程设备处理从成像设备获得的图像。
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公开(公告)号：US20120314962A1
公开(公告)日：2012-12-13
申请号：US13158210
申请日：2011-06-10
IPC分类号： G06K9/62
CPC分类号： G06K9/00221 , G06F17/30247
摘要： Techniques for automatically identifying famous people and/or iconic images are provided. Object descriptors (or “faceprints”) of the famous people and iconic images are generated and “shipped” with a digital image management application used by an end-user. The digital image management application analyzes a digital image (generated, for example, by a digital camera operated by the end-user) to detect an object, such as a face, and generates a faceprint. The digital image management application compares the faceprint to the faceprints of the famous people and/or iconic images. If a match is found, then data that identifies the corresponding person or object is displayed to the end-user.
摘要翻译： 提供了自动识别着名人物和/或标志性图像的技术。 生成着名人物和标志性图像的对象描述符（或面部图像），并附带最终用户使用的数字图像管理应用程序。 数字图像管理应用程序分析数字图像（例如由最终用户操作的数字照相机生成）以检测诸如面部的对象，并且生成面印。 数字图像管理应用程序将面部照片与着名人物和/或标志性图像的面部照片进行比较。 如果找到匹配，则向最终用户显示标识相应人物或对象的数据。
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公开(公告)号：US10068157B2
公开(公告)日：2018-09-04
申请号：US13468391
申请日：2012-05-10
申请人： Jan Erik Solem , Jerremy Holland
发明人： Jan Erik Solem , Jerremy Holland
摘要： By providing 3D representations of noteworthy locations for comparison with images, the 3D location of the imaging device, as well as the orientation of the device may be determined. The 3D location and orientation of the imaging device then allows for enhanced navigation in a collection of images, as well as enhanced visualization and editing capabilities. The 3D representations of noteworthy locations may be provided in a database that may be stored local or remote to the imaging device or a programmable device processing images obtained from the imaging device.
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公开(公告)号：US08755610B2
公开(公告)日：2014-06-17
申请号：US13158210
申请日：2011-06-10
IPC分类号： G06K9/68
CPC分类号： G06K9/00221 , G06F17/30247
摘要： Techniques for automatically identifying famous people and/or iconic images are provided. Object descriptors (or “faceprints”) of the famous people and iconic images are generated and “shipped” with a digital image management application used by an end-user. The digital image management application analyzes a digital image (generated, for example, by a digital camera operated by the end-user) to detect an object, such as a face, and generates a faceprint. The digital image management application compares the faceprint to the faceprints of the famous people and/or iconic images. If a match is found, then data that identifies the corresponding person or object is displayed to the end-user.
摘要翻译： 提供了自动识别着名人物和/或标志性图像的技术。 通过最终用户使用的数字图像管理应用程序生成和发布着名人物和标志性图像的对象描述符（或“faceprints”）。 数字图像管理应用程序分析数字图像（例如由最终用户操作的数字照相机生成）以检测诸如面部的对象，并且生成面印。 数字图像管理应用程序将面部照片与着名人物和/或标志性图像的面部照片进行比较。 如果找到匹配，则向最终用户显示标识相应人物或对象的数据。
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公开(公告)号：US20130155063A1
公开(公告)日：2013-06-20
申请号：US13332084
申请日：2011-12-20
申请人： Jan Erik Solem , Michael Rousson
发明人： Jan Erik Solem , Michael Rousson
IPC分类号： G06T17/00
CPC分类号： G06K9/00221 , G06K9/00275 , G06K9/621
摘要： Systems, methods, and computer readable media for determining and applying face recognition parameter sets are described. In general, techniques are disclosed for identifying and constructing a unique combination of facial recognition discriminators into a “face feature vector” that has been found to be more robust (e.g., stable to image noise, a person's pose, and scene illumination) and accurate (e.g., provide high recognition rates) than prior art techniques. More particularly, a face feature vector may be generated by the combination of shape descriptors (e.g., as generated by two-dimensional and three-dimensional shape models) and texture descriptors (e.g., as generated by global and local texture models).
摘要翻译： 描述了用于确定和应用面部识别参数集的系统，方法和计算机可读介质。 通常，公开了用于将面部识别鉴别器的唯一组合识别和构造成已被发现更加鲁棒的“面部特征向量”（例如，稳定于图像噪声，人的姿势和场景照明）并且准确的技术 （例如，提供高识别率）比现有技术。 更具体地，可以通过形状描述符（例如，由二维和三维形状模型生成）和纹理描述符（例如，由全局和局部纹理模型生成）的组合来生成面部特征向量。
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公开(公告)号：US20140050404A1
公开(公告)日：2014-02-20
申请号：US13588639
申请日：2012-08-17
申请人： Jan Erik Solem , Oualid Merzouga , Michael Rousson
发明人： Jan Erik Solem , Oualid Merzouga , Michael Rousson
IPC分类号： G06K9/46
CPC分类号： G06K9/00281
摘要： A technique for combining multiple individual feature detectors to identify a combined feature in a digital image is disclosed. A combined feature detection rule may specify multiple individual feature detectors with which an image is to be analyzed. The multiple individual feature detectors may identify constituent parts of the combined feature and/or may identify features based on different image properties. An analysis of the image with the specified feature detectors may result in the identification of multiple candidate regions (i.e., regions within which the detectors identify their respective features). The combined feature detection rule may operate directly on the multiple candidate regions to adjust the spatial properties of the candidate regions and group the adjusted candidate regions into candidate region groups, it may then be determined if one or more of the candidate region groups is representative of a presence of the combined feature in the image.
摘要翻译： 公开了一种用于组合多个单独特征检测器以识别数字图像中的组合特征的技术。 组合特征检测规则可以指定要分析图像的多个单独特征检测器。 多个单独的特征检测器可以识别组合特征的组成部分和/或可以基于不同的图像属性识别特征。 使用指定的特征检测器对图像的分析可以导致多个候选区域（即，检测器识别其各自特征的区域）的识别。 组合特征检测规则可以直接在多个候选区域上进行操作，以调整候选区域的空间属性，并将调整后的候选区域分组为候选区域组，然后可以确定候选区域组中的一个或多个是否代表 在图像中存在组合的特征。
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公开(公告)号：US08488873B2
公开(公告)日：2013-07-16
申请号：US12574717
申请日：2009-10-07
申请人： Mikael Rousson , Jan Erik Solem , Jerome Piovano
发明人： Mikael Rousson , Jan Erik Solem , Jerome Piovano
CPC分类号： G06K9/6215 , G06N99/005
摘要： A method of computing global-to-local metrics for recognition. Based on training examples with feature representations, the method automatically computes a local metric that varies over the space of feature representations to optimize discrimination and the performance of recognition systems.Given a set of points in an arbitrary features space, local metrics are learned in a hierarchical manner that give low distances between points of same class and high distances between points of different classes. Rather than considering a global metric, a class-based metric or a point-based metric, the proposed invention applies successive clustering to the data and associates a metric to each one of the clusters.
摘要翻译： 计算用于识别的全局到本地度量的方法。 基于具有特征表示的训练示例，该方法自动计算在特征表示空间上变化的局部度量，以优化识别系统的识别和性能。 给定任意特征空间中的一组点，以分级方式学习局部度量，这样可以在不同类别的点之间提供相同类别的点和高距离之间的较低距离。 所提出的发明不是考虑全局度量，基于类的度量或基于点的度量，而是将连续的聚类应用于数据并将度量与每个集群相关联。
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公开(公告)号：US20130321392A1
公开(公告)日：2013-12-05
申请号：US13551394
申请日：2012-07-17
申请人： Rudolph van der Merwe , Jan Erik Solem , Jaron I. Waldman , John W. Kassebaum , Samuel G. Noble , Xiaqing Wu , Yang Liu
发明人： Rudolph van der Merwe , Jan Erik Solem , Jaron I. Waldman , John W. Kassebaum , Samuel G. Noble , Xiaqing Wu , Yang Liu
IPC分类号： G06T15/00
CPC分类号： G06T17/05 , G01C21/20 , G06K9/00637 , G06T17/10 , G06T2210/04
摘要： Methods and apparatus for a roof analysis tool for constructing a parameter set, where the parameter set is derived from mapping data for a map region, and where the parameter set describes the roofs for the buildings within the map region. In some cases, the parameter set includes a list of roof type identification values and the respective buildings in the map region for which a given roof type identification value corresponds. The roof analysis tool may operate on a server and work in conjunction with a mobile device, where the mobile device may display map views of a map region such that the map view is based on a three-dimensional model of the map region, and where a portion of the three-dimensional model is based on data generated on the mobile device and a portion of the three-dimensional model is based on data generated on the server.
摘要翻译： 用于构建参数集的屋顶分析工具的方法和装置，其中参数集是从地图区域的映射数据导出的，以及参数集描述了地图区域内的建筑物的屋顶。 在一些情况下，参数集包括屋顶类型识别值的列表和给定屋顶类型识别值对应的地图区域中的相应建筑物。 屋顶分析工具可以在服务器上操作并且与移动设备一起工作，其中移动设备可以显示地图区域的地图视图，使得地图视图基于地图区域的三维模型，并且其中 三维模型的一部分基于在移动设备上生成的数据，并且三维模型的一部分基于在服务器上生成的数据。
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