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11. 发明授权

US08201076B2 Capturing symbolic information from documents upon printing 有权
标题翻译：在打印时从文档捕获符号信息
公开(公告)号：US08201076B2
公开(公告)日：2012-06-12
申请号：US12253815
申请日：2008-10-17
申请人： Jonathan J. Hull , Berna Erol , Jamey Graham , Jorge Moraleda , Ichiro Sakikawa , Daniel G. Van Olst
发明人： Jonathan J. Hull , Berna Erol , Jamey Graham , Jorge Moraleda , Ichiro Sakikawa , Daniel G. Van Olst
IPC分类号： G06F17/00
CPC分类号： G06F17/30247 , G06F17/30011 , G06F17/30876 , G06K9/00463 , G06K9/00979
摘要： An MMR system for publishing comprises a plurality of mobile devices, an MMR gateway, an MMR matching unit, and an MMR publisher. A computer includes a document authoring application, plug-in, and printer driver. 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 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 method for capturing symbolic information from documents and for capturing printer dll functions.
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MMR发布者。计算机包括文档创作应用程序，插件和打印机驱动程序。 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。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，包括用于从文档捕获符号信息和捕获打印机dll功能的方法。

12. 发明授权

US08156115B1 Document-based networking with mixed media reality 有权
标题翻译：基于文献的网络与混合媒体现实
公开(公告)号：US08156115B1
公开(公告)日：2012-04-10
申请号：US12060194
申请日：2008-03-31
申请人： Berna Erol , Jonathan J. Hull , Hidenobu Kishi , Qifa Ke , Jorge Moraleda
发明人： Berna Erol , Jonathan J. Hull , Hidenobu Kishi , Qifa Ke , Jorge Moraleda
IPC分类号： G06F17/30
CPC分类号： G06T5/009 , G06K9/00442
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). The present invention provides a system, method, and computer program product for modifying tie strength between members of an existing network using captured digital images of documents. Documents associated with the captured images are recognized and other members associated with the document are determined. Using this information, ties between members or the network are modified.
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。本发明提供一种系统，方法和计算机程序产品，用于使用所获取的文档的数字图像来修改现有网络的成员之间的联系强度。识别与捕获的图像相关联的文档，并确定与文档相关联的其他成员。使用此信息，会员或网络之间的关系被修改。

13. 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。

14. 发明授权

US09311336B2 Generating and storing a printed representation of a document on a local computer upon printing 有权
标题翻译：在打印时在本地计算机上生成和存储文档的打印表示
公开(公告)号：US09311336B2
公开(公告)日：2016-04-12
申请号：US13494008
申请日：2012-06-11
申请人： Jonathan J. Hull , Berna Erol , Jamey Graham , Jorge Moraleda , Ichiro Sakikawa , Daniel G. Van Olst
发明人： Jonathan J. Hull , Berna Erol , Jamey Graham , Jorge Moraleda , Ichiro Sakikawa , Daniel G. Van Olst
IPC分类号： G06F12/02 , G06F17/30 , G06K9/00
CPC分类号： G06F17/30247 , G06F17/30011 , G06F17/30876 , G06K9/00463 , G06K9/00979
摘要： An MMR system for publishing comprises a plurality of mobile devices, an MMR gateway, an MMR matching unit, and an MMR publisher. A computer includes a document authoring application, plug-in, and printer driver. 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 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 method for capturing symbolic information from documents and for capturing printer dll functions.
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MMR发布者。计算机包括文档创作应用程序，插件和打印机驱动程序。 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。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，包括用于从文档捕获符号信息和捕获打印机dll功能的方法。

15. 发明授权

US08856108B2 Combining results of image retrieval processes 有权
标题翻译：结合图像检索过程的结果
公开(公告)号：US08856108B2
公开(公告)日：2014-10-07
申请号：US12210540
申请日：2008-09-15
申请人： Berna Erol , Jonathan J. Hull , Jorge Moraleda
发明人： Berna Erol , Jonathan J. Hull , Jorge Moraleda
IPC分类号： G06F7/00 , G06F17/30 , H04N1/21 , H04N1/00 , G06K9/00 , G06K9/62
CPC分类号： G06F17/30247 , G06F17/30876 , G06K9/00463 , G06K9/6217 , G06K9/6227 , H04N1/00244 , H04N1/00307 , H04N1/00312 , H04N1/2179 , H04N1/2191 , H04N2201/0039
摘要： A MMR system for newspaper publishing comprises a plurality of mobile devices, an MMR gateway, an MMR matching unit and an MMR publisher. 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 matching unit also includes a result combiner coupled to each of the recognition units to receive recognition results. The result combiner produces a list of most likely results and associated confidence scores. This list of results is sent by the result combiner back to the MMR gateway for presentation on the mobile device. The result combiner uses the quality predictor as an input in deciding which results are best.
摘要翻译：用于报纸出版的MMR系统包括多个移动设备，MMR网关，MMR匹配单元和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匹配单元还包括耦合到每个识别单元以接收识别结果的结果组合器。结果组合器产生最可能的结果和相关置信得分的列表。该结果列表由结果组合器发送回MMR网关以在移动设备上呈现。结果组合器使用质量预测器作为输入来决定哪些结果是最佳的。

16. 发明授权

US08676810B2 Multiple index mixed media reality recognition using unequal priority indexes 有权
标题翻译：使用不平等优先索引的多重指数混合媒体现实识别
公开(公告)号：US08676810B2
公开(公告)日：2014-03-18
申请号：US12240596
申请日：2008-09-29
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
CPC分类号： G06F17/30247 , G06F17/30876 , G06F21/6218 , G06F21/78 , G06F21/80 , G06F2221/2115 , G06K9/00463 , G06K9/00993 , G06K9/6262
摘要： An MMR system for processing image queries across index tables with unequal priority 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 result including a document, the page, and the location on the page. The MMR matching unit includes a dispatcher, a plurality of recognition units, and index tables, as well as an image registration unit. In one embodiment, the system includes an MMR matching plug-in installed on the mobile device. The present invention also includes methods for processing image queries across index tables of unequal priority and updating a high priority index based on received or projected image queries.
摘要翻译：用于处理具有不等优先级的索引表的图像查询的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，以识别包括文档，页面和页面上的位置的结果。 MMR匹配单元包括调度器，多个识别单元和索引表，以及图像配准单元。在一个实施例中，系统包括安装在移动设备上的MMR匹配插件。本发明还包括用于处理跨越不等优先级的索引表的图像查询的方法，并且基于接收或投影的图像查询更新高优先级索引。

17. 发明申请

US20130188864A1 Mixed Media Reality Recognition Using Multiple Specialized Indexes 有权
公开(公告)号：US20130188864A1
公开(公告)日：2013-07-25
申请号：US13729458
申请日：2012-12-28
申请人： Jorge Moraleda , Berna Erol , Jonathan J. Hull
发明人： Jorge Moraleda , Berna Erol , Jonathan J. Hull
IPC分类号： G06K9/80
CPC分类号： G06K9/80 , G06F17/30247 , G06F17/3028 , G06F17/30858 , G06F17/30876 , G06K9/00463 , G06K9/00993 , G06K9/6262
摘要： An MMR system for searching across multiple indexes 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 result including a document, the page and the location on the page. The MMR matching unit includes a segmenter for segmenting received images by content type, a distributor for distributing the images to corresponding content type index tables, and an integrator for integrating recognition results. The result is returned to the mobile device via the pre-processing server or MMR gateway. The present invention also includes a number of novel methods including a method for processing content-type specific image queries and for processing queries across multiple indexes.

18. 发明申请

US20090100050A1 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：US20090100050A1
公开(公告)日：2009-04-16
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 , G10L15/00 , G06K9/46
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. In one embodiment, the client includes only the capture module with the remaining modules operational on the server. In a second embodiment, the server includes the action module with the remaining modules operational on the client.
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。在一个实施例中，客户端仅包括捕获模块，其余模块在服务器上可操作。在第二实施例中，服务器包括动作模块，其余的模块在客户端上运行。

19. 发明申请

US20090067726A1 COMPUTATION OF A RECOGNIZABILITY SCORE (QUALITY PREDICTOR) FOR IMAGE RETRIEVAL 有权
标题翻译：计算图像检索的可识别度（质量预测）
公开(公告)号：US20090067726A1
公开(公告)日：2009-03-12
申请号：US12210532
申请日：2008-09-15
申请人： Berna Erol , Emilio R. Antunez , Landry Huet , Jonathan J. Hull , Jorge Moraleda
发明人： Berna Erol , Emilio R. Antunez , Landry Huet , Jonathan J. Hull , Jorge Moraleda
IPC分类号： G06K9/48
CPC分类号： G06F17/30247 , G06F17/30876 , G06K9/00463 , G06K9/00993 , G06K9/6256 , G06K2009/3291 , H04N1/00307 , Y10S707/915
摘要： A MMR system for newspaper publishing comprises a plurality of mobile devices, an MMR gateway, an MMR matching unit and an MMR publisher. 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 system also includes a quality predictor as a plug-in installed on the mobile device to filter images before they are included as part of a retrieval request or as part of the MMR matching unit. The quality predictor comprises an input for receiving recognition algorithm information, a vector calculator, a score generator and a scoring module. The quality predictor receives as inputs an image query, context information and device parameters, and generates an outputs a recognizability score. The present invention also includes a method for generating robustness features.
摘要翻译：用于报纸出版的MMR系统包括多个移动设备，MMR网关，MMR匹配单元和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系统还包括安装在移动设备上的插件的质量预测器，以在作为检索请求的一部分被包括在内的过滤图像或者作为MMR匹配单元的一部分。质量预测器包括用于接收识别算法信息的输入，向量计算器，得分生成器和评分模块。质量预测器作为输入接收图像查询，上下文信息和设备参数，并产生可识别得分的输出。本发明还包括一种用于产生鲁棒性特征的方法。

20. 发明授权

US08369655B2 Mixed media reality recognition using multiple specialized indexes 有权
公开(公告)号：US08369655B2
公开(公告)日：2013-02-05
申请号：US12240590
申请日：2008-09-29
申请人： Jorge Moraleda , Berna Erol , Jonathan J. Hull
发明人： Jorge Moraleda , Berna Erol , Jonathan J. Hull
IPC分类号： G06K9/00 , G06K9/54 , G06K9/60
CPC分类号： G06F17/30247 , G06F17/30876 , G06K9/00463 , G06K9/00993 , G06K9/6262
摘要： An MMR system for searching across multiple indexes 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 result including a document, the page and the location on the page. The MMR matching unit includes a segmenter for segmenting received images by content type, a distributor for distributing the images to corresponding content type index tables, and an integrator for integrating recognition results. The result is returned to the mobile device via the pre-processing server or MMR gateway. The present invention also includes a number of novel methods including a method for processing content-type specific image queries and for processing queries across multiple indexes.

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