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51. 发明授权

US07643705B1 Techniques for using a captured image for the retrieval of recorded information 有权
标题翻译：使用拍摄图像检索记录信息的技术
公开(公告)号：US07643705B1
公开(公告)日：2010-01-05
申请号：US10696735
申请日：2003-10-28
申请人： Berna Erol , Jonathan J. Hull , Dar-Shyang Lee
发明人： Berna Erol , Jonathan J. Hull , Dar-Shyang Lee
IPC分类号： G06F17/00
CPC分类号： G06F17/30056 , Y10S707/99945 , Y10S707/99948
摘要： A method for determining a recorded presentation information document is provided. The method comprises: receiving information identifying an input image; comparing the input image with a plurality of image file documents to determine an image file document in the plurality of image file documents that includes information that is considered to match the input image; and determining a recorded presentation information document that is associated with the image file document that was determined.
摘要翻译：提供了一种用于确定记录的呈现信息文档的方法。该方法包括：接收识别输入图像的信息; 将输入图像与多个图像文件文档进行比较，以确定包括被认为与输入图像相匹配的信息的多个图像文件文档中的图像文件文档; 以及确定与所确定的图像文件文档相关联的记录的呈现信息文档。

52. 发明授权

US07616840B2 Techniques for using an image for the retrieval of television program information 有权
标题翻译：使用图像检索电视节目信息的技术
公开(公告)号：US07616840B2
公开(公告)日：2009-11-10
申请号：US12350900
申请日：2009-01-08
申请人： Berna Erol , Jonathan J. Hull , Dar-Shyang Lee
发明人： Berna Erol , Jonathan J. Hull , Dar-Shyang Lee
IPC分类号： G06K9/00
CPC分类号： G06F17/30056 , Y10S707/99945 , Y10S707/99948
摘要： A method for determining a video file such as a television program file is provided. The method comprises receiving information identifying an input image; comparing the input image with a plurality of video files to determine a video file that includes information that is considered to match the input image; and providing access to that video file or otherwise performing an action in response to the determination.
摘要翻译：提供了一种用于确定诸如电视节目文件的视频文件的方法。该方法包括：接收识别输入图像的信息; 将输入图像与多个视频文件进行比较，以确定包括被认为与输入图像相匹配的信息的视频文件; 以及提供对该视频文件的访问或以其他方式执行响应于该确定的动作。

53. 发明申请

US20090076996A1 Multi-Classifier Selection and Monitoring for MMR-based Image Recognition 有权
标题翻译：基于MMR的图像识别的多分类器选择和监控
公开(公告)号：US20090076996A1
公开(公告)日：2009-03-19
申请号：US12247202
申请日：2008-10-07
申请人： Jonathan J. Hull , Berna Erol , Jorge Moraleda
发明人： Jonathan J. Hull , Berna Erol , Jorge Moraleda
IPC分类号： G06N5/02
CPC分类号： G06F17/30247 , G06F17/30876 , G06K9/00463 , G06K9/00993 , G06K9/6227 , G06K9/6256 , G06K9/6262
摘要： A MMR system that uses multiple classifiers for predicting, monitoring, and adjusting index tables for image recognition comprises a plurality of mobile devices, a pre-processing server or MMR gateway, and an MMR matching unit, and may include an MMR publisher. The MMR matching unit includes a plurality of recognition unit and index table pairs corresponding to classifiers to be applied to received image queries, as well as an image registration unit for storing and monitoring performance data for the classifiers. The MMR matching unit receives the image query and identifies, using a classifier set, a result including a document, the page, and the location on the page corresponding to the image query. The present invention also includes methods for monitoring online performance of a multiple classifier image recognition system, for classifier selection and comparison, and for offline classifier prediction.
摘要翻译：使用多个分类器来预测，监视和调整用于图像识别的索引表的MMR系统包括多个移动设备，预处理服务器或MMR网关以及MMR匹配单元，并且可以包括MMR发布者。 MMR匹配单元包括对应于要应用于接收到的图像查询的分类器的多个识别单元和索引表对，以及用于存储和监视分类器的性能数据的图像注册单元。 MMR匹配单元接收图像查询，并使用分类器集合识别包括文档，页面以及与图像查询相对应的页面上的位置的结果。本发明还包括用于监视多分类器图像识别系统的在线性能，分类器选择和比较以及离线分类器预测的方法。

54. 发明申请

US20080175507A1 SYNTHETIC IMAGE AND VIDEO GENERATION FROM GROUND TRUTH DATA 有权
标题翻译：从地面真相数据合成图像和视频生成
公开(公告)号：US20080175507A1
公开(公告)日：2008-07-24
申请号：US11624466
申请日：2007-01-18
申请人： Andrew Lookingbill , Emilio Antunez , Berna Erol , Jonathan J. Hull , Qifa Ke
发明人： Andrew Lookingbill , Emilio Antunez , Berna Erol , Jonathan J. Hull , Qifa Ke
IPC分类号： G06K9/40
CPC分类号： H04N1/107 , G06K9/2081 , G06K9/228 , G06K9/3258 , G06K2009/363 , G06K2209/01 , H04N2201/0414
摘要： A system and a method are disclosed for generating video. Object information is received. A path of motion of the object relative to a reference point is generated. A series of images and ground for a reference frame are generated from the ground truth and the generated path. A system and a method are disclosed for generating an image. Object information is received. Image data and ground truth may be generated using position, the image description, the camera characteristics, and image distortion parameters. A positional relationship between the document and a reference point is determined. An image of the document and ground truth are generated from the object information and the positional relationship and in response to user specified environment of the document.
摘要翻译：公开了一种用于产生视频的系统和方法。收到对象信息。生成对象相对于参考点的运动路径。从地面真值和生成的路径生成一系列用于参考帧的图像和地面。公开了一种用于生成图像的系统和方法。收到对象信息。可以使用位置，图像描述，相机特性和图像失真参数来生成图像数据和地面真实。确定文件与参考点之间的位置关系。从对象信息和位置关系以及响应于用户指定的文档环境生成文档和地面真值的图像。

55. 发明申请

US20060262976A1 Method and System for Multi-Tier Image Matching in a Mixed Media Environment 有权
标题翻译：混合媒体环境中多层次图像匹配的方法与系统
公开(公告)号：US20060262976A1
公开(公告)日：2006-11-23
申请号：US11461300
申请日：2006-07-31
申请人： Peter Hart , Berna Erol , Jonathan Hull , Kurt Piersol
发明人： Peter Hart , Berna Erol , Jonathan Hull , Kurt Piersol
IPC分类号： G06K9/46
CPC分类号： G06F17/30247 , G06F17/30876 , G06F21/78 , G06F21/80 , G06K9/00463 , G06K9/00483 , G06K9/228 , G06K9/723 , G06K2209/01
摘要： A Mixed Media Reality (MMR) system and associated techniques are disclosed. The MMR system provides mechanisms for forming a mixed media document that includes media of at least two types (e.g., printed paper as a first medium and digital content and/or web link as a second medium). In one particular embodiment, the MMR system provides for multi-tier image matching.
摘要翻译：公开了混合媒体现实（MMR）系统及其相关技术。 MMR系统提供用于形成包括至少两种类型的媒体（例如，作为第一媒体的打印纸和作为第二媒体的数字内容和/或web链接）的混合媒体文档的机制。在一个特定实施例中，MMR系统提供多层图像匹配。

56. 发明授权

US09972108B2 Mixed media reality recognition with image tracking 有权
公开(公告)号：US09972108B2
公开(公告)日：2018-05-15
申请号：US14746669
申请日：2015-06-22
申请人： Jorge Moraleda , Berna Erol , Jonathan J. Hull
发明人： Jorge Moraleda , Berna Erol , Jonathan J. Hull
IPC分类号： G06F17/30 , G06T11/60 , G06K9/00 , G06K9/22 , G06K9/32 , G06K9/62 , G06T3/40 , G06K9/20
CPC分类号： G06T11/60 , G06F17/30247 , G06F17/30256 , G06K9/00463 , G06K9/228 , G06K9/32 , G06K9/6288 , G06K2009/2045 , G06T3/4053
摘要： An MMR system integrating image tracking and recognition comprises a plurality of mobile devices, a pre-processing server or MMR gateway, and an MMR matching unit, and may include an MMR publisher. The MMR matching unit receives an image query from the pre-processing server or MMR gateway and sends it to one or more of the recognition units to identify a recognition result. Image tracking information also is provided for determining relative locations of images to each other. The mobile device includes an image tracker for providing at least a portion of the image tracking information. The disclosure also includes methods for image tracking-assisted recognition, recognition of multiple images using a single image query, and improved image tracking using MMR recognition.

57. 发明授权

US09870388B2 Analyzing usage of visual content to determine relationships indicating unsuccessful attempts to retrieve the visual content 有权
公开(公告)号：US09870388B2
公开(公告)日：2018-01-16
申请号：US13914417
申请日：2013-06-10
申请人： Berna Erol , Jonathan J. Hull
发明人： Berna Erol , Jonathan J. Hull
IPC分类号： G06F17/00 , G06F17/30 , G06K9/00 , G06K9/03 , G06K9/22 , G06K9/62
CPC分类号： G06F17/30386 , G06F17/30247 , G06F17/30876 , G06K9/00463 , G06K9/00979 , G06K9/036 , G06K9/228 , G06K9/6293
摘要： An MMR system includes an analytics module for monitoring and analyzing the creation and usage of visual content search. The analytics module is part of an MMR gateway and provides a mechanism for administrators to determine the usage patterns and other information about users of the MMR system. The analytics module comprises a monitoring module, a usage database, an access analysis module and a presentation module. The monitoring module collects information about the retrieval request, image queries, context information and recognition results. The usage database stores the information collected by the monitoring module.

58. 发明授权

US09176984B2 Mixed media reality retrieval of differentially-weighted links 有权
标题翻译：混合媒体现实检索差分加权链接
公开(公告)号：US09176984B2
公开(公告)日：2015-11-03
申请号：US12253715
申请日：2008-10-17
申请人： Jonathan J. Hull , Berna Erol , Jorge Moraleda
发明人： Jonathan J. Hull , Berna Erol , Jorge Moraleda
IPC分类号： G06F17/30 , G06F7/00 , G06F21/00 , G06F21/10 , G06F21/78 , G06F21/80 , G06K9/00
CPC分类号： G06F17/30247 , G06F17/30017 , G06F17/30218 , G06F17/30876 , G06F21/00 , G06F21/10 , G06F21/78 , G06F21/80 , G06K9/00463
摘要： An MMR system for publishing comprises a plurality of mobile devices, an MMR gateway, an MMR matching unit and an MMR publisher integrated into a network with an advertiser, an ad broker, and an MMR service bureau. The MMR matching unit receives an image query from the MMR gateway and sends it to one or more of the recognition units to identify a result including a document, the page and the location on the page. The MMR service bureau uses the result to retrieve advertising or other links associated with the location on the page. The list of results and links are sent back to the MMR gateway for presentation on the mobile device. The present invention also includes a number of novel methods including a differentially weighting links associated with an MMR document.
摘要翻译：用于发布的MMR系统包括多个移动设备，MMR网关，MMR匹配单元和与广告商，广告经纪人和MMR服务局集成到网络中的MMR发布者。 MMR匹配单元从MMR网关接收图像查询，并将其发送到一个或多个识别单元，以识别包括文档，页面和页面上的位置的结果。 MMR服务局使用结果来检索与页面上的位置相关联的广告或其他链接。结果和链接列表将发送回MMR网关，以便在移动设备上进行演示。本发明还包括许多新颖的方法，包括与MMR文档相关联的差分加权链路。

59. 发明申请

US20150287228A1 Mixed Media Reality Recognition with Image Tracking 有权
标题翻译：混合媒体现实识别与图像跟踪
公开(公告)号：US20150287228A1
公开(公告)日：2015-10-08
申请号：US14746669
申请日：2015-06-22
申请人： Jorge Moraleda , Berna Erol , Jonathan J. Hull
发明人： Jorge Moraleda , Berna Erol , Jonathan J. Hull
IPC分类号： G06T11/60 , G06T3/40 , G06K9/62 , G06F17/30
CPC分类号： G06T11/60 , G06F17/30247 , G06F17/30256 , G06K9/00463 , G06K9/228 , G06K9/32 , G06K9/6288 , G06K2009/2045 , G06T3/4053
摘要： An MMR system integrating image tracking and recognition comprises a plurality of mobile devices, a pre-processing server or MMR gateway, and an MMR matching unit, and may include an MMR publisher. The MMR matching unit receives an image query from the pre-processing server or MMR gateway and sends it to one or more of the recognition units to identify a recognition result. Image tracking information also is provided for determining relative locations of images to each other. The mobile device includes an image tracker for providing at least a portion of the image tracking information. The disclosure also includes methods for image tracking-assisted recognition, recognition of multiple images using a single image query, and improved image tracking using MMR recognition.
摘要翻译：集成图像跟踪和识别的MMR系统包括多个移动设备，预处理服务器或MMR网关和MMR匹配单元，并且可以包括MMR发布者。 MMR匹配单元从预处理服务器或MMR网关接收图像查询，并将其发送到一个或多个识别单元以识别识别结果。还提供图像跟踪信息以确定图像彼此的相对位置。移动设备包括用于提供图像跟踪信息的至少一部分的图像跟踪器。本公开还包括用于图像跟踪辅助识别，使用单个图像查询的多个图像的识别以及使用MMR识别的改进的图像跟踪的方法。

60. 发明授权

US09020966B2 Client device for interacting with a mixed media reality recognition system 有权
标题翻译：用于与混合媒体现实识别系统交互的客户端设备
公开(公告)号：US09020966B2
公开(公告)日：2015-04-28
申请号：US12340124
申请日：2008-12-19
申请人： Berna Erol , Jorge Moraleda , Jonathan J. Hull
发明人： Berna Erol , Jorge Moraleda , Jonathan J. Hull
IPC分类号： G06F17/30 , G06K9/00 , G06K9/03 , G06K9/62
CPC分类号： G06F17/30247 , G06F17/30026 , G06F17/30038 , G06F17/30047 , G06F17/30876 , G06K9/00463 , G06K9/00979 , G06K9/036 , G06K9/6217 , G06K9/6227 , G06K9/6262 , G06K9/6292
摘要： The mobile device includes a client that has a number of modules, and the MMR Gateway and MMR matching unit are implemented as a server that has a number of modules. The implementation of the MMR system as a client and a server is advantageous because the modules may be distributed among the client and the server in a variety of configurations. The present invention includes a capture module, a preprocessing module, a feature extraction module, a retrieval module, a send message module, an action module, a prediction module, a feedback module, a sending module, an MMR database, a streaming module, an e-mail module, a voice recognition system and an audio database. These modules and systems are operational upon the client or the server.
摘要翻译：移动设备包括具有多个模块的客户端，并且MMR网关和MMR匹配单元被实现为具有多个模块的服务器。作为客户机和服务器的MMR系统的实现是有利的，因为模块可以以各种配置分布在客户端和服务器之间。本发明包括捕获模块，预处理模块，特征提取模块，检索模块，发送消息模块，动作模块，预测模块，反馈模块，发送模块，MMR数据库，流模块，电子邮件模块，语音识别系统和音频数据库。这些模块和系统可在客户端或服务器上运行。

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