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31. 发明授权

US08898139B1 Systems and methods for dynamic visual search engine 有权
标题翻译：动态视觉搜索引擎的系统和方法
公开(公告)号：US08898139B1
公开(公告)日：2014-11-25
申请号：US13530994
申请日：2012-06-22
申请人： James William Philbin , Anand Pillai , John Flynn , Hartwig Adam
发明人： James William Philbin , Anand Pillai , John Flynn , Hartwig Adam
IPC分类号： G06F17/30
CPC分类号： G06F17/30153 , G06F17/30247 , G06F17/30256 , G06F17/30864
摘要： Systems and methods for a dynamic visual search engine are provided. In one example method, a criteria used to partition a set of compressed image descriptors into multiple database shards may be determined. Additionally, a size of a dynamic index may be determined. The dynamic index may represent a dynamic number of images and may be configured to accept insertion of reference images into the dynamic index that can be search against immediately. According to the method, an instruction to merge the uncompressed image descriptors of the dynamic index into the database shards of the compressed image descriptors may be received, and the uncompressed image descriptors of the dynamic index may be responsively merged into the database shards of the compressed image descriptors based on the criteria.
摘要翻译：提供了动态视觉搜索引擎的系统和方法。在一个示例性方法中，可以确定用于将一组压缩图像描述符分割成多个数据库分片的标准。另外，可以确定动态索引的大小。动态索引可以表示动态数量的图像，并且可以被配置为接受将参考图像插入到可以立即搜索的动态索引中。根据该方法，可以接收将动态索引的未压缩图像描述符合并到压缩图像描述符的数据库碎片中的指令，并且动态索引的未压缩图像描述符可以被响应地合并到压缩的图像描述符的数据库碎片中基于标准的图像描述符。

32. 发明申请

US20150169558A1 IDENTIFYING RESPONSIVE RESOURCES ACROSS STILL IMAGES AND VIDEOS 有权
标题翻译：通过图像和视频识别响应性资源
公开(公告)号：US20150169558A1
公开(公告)日：2015-06-18
申请号：US13098368
申请日：2011-04-29
申请人： Ming Zhao , Yang Song , Hartwig Adam , Ullas Gargi , Yushi Jing , Henry A. Rowley
发明人： Ming Zhao , Yang Song , Hartwig Adam , Ullas Gargi , Yushi Jing , Henry A. Rowley
IPC分类号： G06K9/62 , G06F17/10 , G06F17/30
CPC分类号： G06F17/3005 , G06F17/10 , G06F17/3002 , G06F17/30029 , G06F17/3079 , G06F17/30864 , G06F19/00 , G06K9/00751 , G06K9/629
摘要： Methods, systems, and apparatus, including computer programs encoded on computer storage media, for associating still images and videos. One method includes receiving a plurality of images and a plurality of videos and determining whether the images are related to the videos. The determining includes, for an image and a video, extracting features from the image and extracting features frames of the video, and comparing the features to determine whether the image is related to the video. The method further includes maintaining a data store storing data associating each image with each video determined to be related to the image.
摘要翻译：方法，系统和装置，包括在计算机存储介质上编码的计算机程序，用于关联静止图像和视频。一种方法包括接收多个图像和多个视频并确定图像是否与视频相关。该确定包括对于图像和视频，从图像中提取特征并提取视频的特征帧，并且比较特征以确定图像是否与视频相关。该方法还包括维护数据存储器，存储将每个图像与确定为与图像相关的每个视频相关联的数据。

33. 发明申请

US20150169525A1 AUGMENTED REALITY IMAGE ANNOTATION 审中-公开
标题翻译：已实现的现实图像注释
公开(公告)号：US20150169525A1
公开(公告)日：2015-06-18
申请号：US13619457
申请日：2012-09-14
申请人： Leon Gomes Palm , Hartwig Adam , Dmytro Kalenichenko
发明人： Leon Gomes Palm , Hartwig Adam , Dmytro Kalenichenko
IPC分类号： G06F17/24 , G06F17/30
CPC分类号： G06F17/241 , G06F16/9558 , G06Q10/10 , G06Q50/01
摘要： A method and system for performing augmented reality processing generates annotation information for display on a device. An annotation request for an image is sent to an annotation service. The annotation service identifies elements in the image indicative of an individual and obtains user profile results for the individual. The user profile results are used to generate annotation information, which is presented for display on a device as an overlay to the image. The annotation information may include links to information that are selectable by a user of the device.
摘要翻译：用于执行增强现实处理的方法和系统产生用于在设备上显示的注释信息。图像的注释请求被发送到注释服务。注释服务识别图像中指示个体的元素，并获得个人的用户简档结果。用户简档结果用于生成注释信息，其被呈现以在设备上显示为图像的覆盖。注释信息可以包括可由设备的用户选择的信息的链接。

34. 发明授权

US09189892B2 Systems and methods for activities solver development in augmented reality applications 有权
标题翻译：增强现实应用中的活动解决方案开发的系统和方法
公开(公告)号：US09189892B2
公开(公告)日：2015-11-17
申请号：US13175252
申请日：2011-07-01
申请人： Leon Palm , Hartwig Adam
发明人： Leon Palm , Hartwig Adam
IPC分类号： G06T19/00 , G09G5/00 , G06F3/01
CPC分类号： G06T19/006 , A63F3/00094 , A63F3/02 , A63F13/5375 , A63F13/65 , A63F2003/0418 , A63F2009/2425 , A63F2009/2435 , A63F2009/2486 , G06F3/011 , G06K9/00442 , G06K9/00671 , G06K9/00771 , G06K9/52 , G06K9/6201 , G06K9/6256 , G06K2009/4666 , G06T3/00 , G06T5/006 , G06T7/60 , G06T15/20 , G06T19/00 , G06T2207/20021
摘要： Systems and methods for generating an augmented reality interface for generics activities are disclosed. The systems and methods may be directed to creating an augmented reality display for an activity performed on a surface. Given an image of the activity, an activity solver library and associated configuration information for the activity may be selected. The surface of the activity from the image may be rectified, forming a rectified image, from which activity state information may be extracted using the configuration information. The activity state information may be provided to the activity solver library to generate solution information, and elements indicating the solution information may be rendered in a perspective of the original image. By providing the configuration information associated with an activity solver library, an augmented reality interface can be generated for an activity by capturing an image of the activity.
摘要翻译：公开了用于生成泛型活动的增强现实界面的系统和方法。系统和方法可以针对创建在表面上执行的活动的增强现实显示。给定活动的图像，可以选择活动解决者库和活动的相关配置信息。来自图像的活动的表面可以被纠正，形成整流图像，使用配置信息可以从中提取活动状态信息。可以将活动状态信息提供给活动解决者库以生成解决方案信息，并且可以从原始图像的角度呈现指示解决方案信息的元素。通过提供与活动解决者库相关联的配置信息，可以通过捕获活动的图像来为活动生成增强现实界面。

35. 发明授权

US08670597B2 Facial recognition with social network aiding 有权
标题翻译：社交网络辅助的面部识别
公开(公告)号：US08670597B2
公开(公告)日：2014-03-11
申请号：US12851473
申请日：2010-08-05
申请人： David Petrou , Andrew Rabinovich , Hartwig Adam
发明人： David Petrou , Andrew Rabinovich , Hartwig Adam
IPC分类号： G06K9/00
CPC分类号： G06F17/30268 , G06F17/30256 , G06F17/30277 , G06F17/3053 , G06F17/30867 , G06K9/00288 , G06K9/00677
摘要： A facial recognition search system identifies one or more likely names (or other personal identifiers) corresponding to the facial image(s) in a query as follows. After receiving the visual query with one or more facial images, the system identifies images that potentially match the respective facial image in accordance with visual similarity criteria. Then one or more persons associated with the potential images are identified. For each identified person, person-specific data comprising metrics of social connectivity to the requester are retrieved from a plurality of applications such as communications applications, social networking applications, calendar applications, and collaborative applications. An ordered list of persons is then generated by ranking the identified persons in accordance with at least metrics of visual similarity between the respective facial image and the potential image matches and with the social connection metrics. Finally, at least one person identifier from the list is sent to the requester.
摘要翻译：面部识别搜索系统如下所述识别与查询中的面部图像相对应的一个或多个可能的名称（或其他个人标识符）。在接收到具有一个或多个面部图像的视觉查询之后，系统根据视觉相似性标准识别潜在地匹配相应面部图像的图像。然后识别与潜在图像相关联的一个或多个人。对于每个已识别的人，从诸如通信应用，社交网络应用，日历应用和协作应用的多个应用中检索包括对请求者的社交连接性度量的个人特定数据。然后通过根据相应的面部图像和潜在图像匹配之间的视觉相似性的度量以及与社会连接度量进行评估来对所识别的人进行排序来生成人的有序列表。最后，从列表中至少有一个人标识符被发送到请求者。

36. 发明授权

US08396287B2 Landmarks from digital photo collections 有权
公开(公告)号：US08396287B2
公开(公告)日：2013-03-12
申请号：US12466880
申请日：2009-05-15
申请人： Hartwig Adam , Li Zhang
发明人： Hartwig Adam , Li Zhang
IPC分类号： G06K9/62 , G06K9/00 , G06K9/46 , G06K9/60 , G06F7/00
CPC分类号： G06K9/6217 , G06F17/30244 , G06F17/30247 , G06F17/30265 , G06K9/00624 , G06K9/00664 , G06K9/46 , G06K9/726
摘要： Methods and systems for automatic detection of landmarks in digital images and annotation of those images are disclosed. A method for detecting and annotating landmarks in digital images includes the steps of automatically assigning a tag descriptive of a landmark to one or more images in a plurality of text-associated digital images to generate a set of landmark-tagged images, learning an appearance model for the landmark from the set of landmark-tagged images, and detecting the landmark in a new digital image using the appearance model. The method can also include a step of annotating the new image with the tag descriptive of the landmark.

37. 发明申请

US20150161147A1 ASSOCIATING STILL IMAGES AND VIDEOS 审中-公开
标题翻译：相关图片和视频
公开(公告)号：US20150161147A1
公开(公告)日：2015-06-11
申请号：US13098362
申请日：2011-04-29
申请人： Ming Zhao , Yang Song , Hartwig Adam , Ullas Gargi , Yushi Jing , Henry A. Rowley
发明人： Ming Zhao , Yang Song , Hartwig Adam , Ullas Gargi , Yushi Jing , Henry A. Rowley
IPC分类号： G06F17/30 , G06K9/46
CPC分类号： G06F17/3005 , G06F17/10 , G06F17/3002 , G06F17/30029 , G06F17/3079 , G06F17/30864 , G06F19/00 , G06K9/00751 , G06K9/629
摘要： Methods, systems, and apparatus, including computer programs encoded on computer storage media, for associating still images and videos. One method includes receiving a plurality of images and a plurality of videos and determining whether the images are related to the videos. The determining includes, for an image and a video, extracting features from the image and extracting features frames of the video, and comparing the features to determine whether the image is related to the video. The method further includes maintaining a data store storing data associating each image with each video determined to be related to the image.
摘要翻译：方法，系统和装置，包括在计算机存储介质上编码的计算机程序，用于关联静止图像和视频。一种方法包括接收多个图像和多个视频并确定图像是否与视频相关。该确定包括对于图像和视频，从图像中提取特征并提取视频的特征帧，并且比较特征以确定图像是否与视频相关。该方法还包括维护数据存储器，存储将每个图像与确定为与图像相关的每个视频相关联的数据。

38. 发明授权

US08625887B2 Systems and methods for matching visual object components 有权
标题翻译：用于匹配视觉对象组件的系统和方法
公开(公告)号：US08625887B2
公开(公告)日：2014-01-07
申请号：US13182076
申请日：2011-07-13
申请人： Yuan Li , Hartwig Adam
发明人： Yuan Li , Hartwig Adam
IPC分类号： G06K9/62
CPC分类号： G06K9/6256 , G06K9/00624 , G06K9/00718 , G06K9/6201
摘要： Systems and methods for modeling the occurrence of common image components (e.g., sub-regions) in order to improve visual object recognition are disclosed. In one example, a query image may be matched to a training image of an object. A matched region within the training image to which the query image matches may be determined and a determination may be made whether the matched region is located within an annotated image component of the training image. When the matched region matches only to the image component, an annotation associated with the component may be identified. In another example, sub-regions within a plurality of training image corpora may be annotated as common image components including associated information (e.g., metadata). Matching sub-regions appearing in many training images of objects may be down-weighted in the matching process to reduce possible false matches to query images including common image components.
摘要翻译：公开了用于对共同图像分量（例如，子区域）的发生进行建模以便改进视觉对象识别的系统和方法。在一个示例中，查询图像可以与对象的训练图像匹配。可以确定训练图像中与查询图像匹配的匹配区域，并且可以确定匹配区域是否位于训练图像的注释图像分量内。当匹配区域仅与图像分量匹配时，可以识别与该组件相关联的注释。在另一示例中，多个训练图像语料库中的子区域可以被注释为包括关联信息（例如，元数据）的公共图像分量。出现在对象的许多训练图像中的匹配子区域可以在匹配处理中被加权，以减少对包括公共图像分量的查询图像的可能的假匹配。

39. 发明授权

US08605956B2 Automatically mining person models of celebrities for visual search applications 有权
标题翻译：自动挖掘名人视觉搜索应用程序的人物模型
公开(公告)号：US08605956B2
公开(公告)日：2013-12-10
申请号：US12859721
申请日：2010-08-19
申请人： David Ross , Andrew Rabinovich , Anand Pillai , Hartwig Adam
发明人： David Ross , Andrew Rabinovich , Anand Pillai , Hartwig Adam
IPC分类号： G06K9/00
CPC分类号： G06K9/622 , G06K9/00295
摘要： Methods and systems for automated identification of celebrity face images are provided that generate a name list of prominent celebrities, obtain a set of images and corresponding feature vectors for each name, detect faces within the set of images, and remove non-face images. An analysis of the images is performed using an intra-model analysis, an inter-model analysis, and a spectral analysis to return highly accurate biometric models for each of the individuals present in the name list. Recognition is then performed based on precision and recall to identify the face images as belonging to a celebrity or indicate that the face is unknown.
摘要翻译：提供用于自动识别名人脸图像的方法和系统，其产生着名名人的名单，获得一组图像和每个名称的相应特征向量，检测该图像集内的面部，并且去除非面部图像。使用模型内分析，模型间分析和光谱分析来执行图像的分析，以返回列表中存在的每个个体的高度精确的生物特征模型。然后基于精度和召回来执行识别，以将脸部图像识别为属于名人，或指示脸部未知。

40. 发明申请

US20130016899A1 Systems and Methods for Matching Visual Object Components 有权
标题翻译：用于匹配可视对象组件的系统和方法
公开(公告)号：US20130016899A1
公开(公告)日：2013-01-17
申请号：US13182076
申请日：2011-07-13
申请人： Yuan Li , Hartwig Adam
发明人： Yuan Li , Hartwig Adam
IPC分类号： G06K9/62
CPC分类号： G06K9/6256 , G06K9/00624 , G06K9/00718 , G06K9/6201
摘要： Systems and methods for modeling the occurrence of common image components (e.g., sub-regions) in order to improve visual object recognition are disclosed. In one example, a query image may be matched to a training image of an object. A matched region within the training image to which the query image matches may be determined and a determination may be made whether the matched region is located within an annotated image component of the training image. When the matched region matches only to the image component, an annotation associated with the component may be identified. In another example, sub-regions within a plurality of training image corpora may be annotated as common image components including associated information (e.g., metadata). Matching sub-regions appearing in many training images of objects may be down-weighted in the matching process to reduce possible false matches to query images including common image components.
摘要翻译：公开了用于对共同图像分量（例如，子区域）的发生进行建模以便改进视觉对象识别的系统和方法。在一个示例中，查询图像可以与对象的训练图像匹配。可以确定训练图像中与查询图像匹配的匹配区域，并且可以确定匹配区域是否位于训练图像的注释图像分量内。当匹配区域仅与图像分量匹配时，可以识别与该组件相关联的注释。在另一示例中，多个训练图像语料库中的子区域可以被注释为包括关联信息（例如，元数据）的公共图像分量。出现在对象的许多训练图像中的匹配子区域可以在匹配处理中被加权，以减少对包括公共图像分量的查询图像的可能的假匹配。

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