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11.发明授权公开(公告)号：US10108860B2
公开(公告)日：2018-10-23
申请号：US15390321
申请日：2016-12-23
Applicant: Kofax, Inc.
Inventor： Jiyong Ma , Anthony Macciola , Jan W. Amtrup
Abstract: According to one embodiment, a system includes a processor and logic in and/or executable by the processor to cause the processor to: initiate a capture operation using an image capture component of the mobile device, the capture operation comprising; capturing video data; and estimating a plurality of motion vectors corresponding to motion of the image capture component during the capture operation; detect a document depicted in the video data; track a position of the detected document throughout the video data; select a plurality of images using the image capture component of the mobile device, wherein the selection is based at least in part on: the tracked position of the detected document; and the estimated motion vectors; and generate a composite image based on at least some of the selected plurality of images.
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公开(公告)号：US09934433B2
公开(公告)日：2018-04-03
申请号：US15686017
申请日：2017-08-24
Applicant: Kofax, Inc.
Inventor： Stephen Michael Thompson , Jan W. Amtrup , Anthony Macciola
CPC classification number: G06K9/00469 , G06F17/30256 , G06F17/3028 , G06F17/30371 , G06F17/30542 , G06K9/00442 , G06K9/00456 , G06K9/03 , G06K9/18 , G06K9/481 , G06K2209/01 , G06Q10/10 , H04N1/40 , H04N1/40062
Abstract: A computer program product includes program instructions configured to cause a processor, to: perform optical character recognition (OCR) on an image of a document; extract an identifier of the document from the image based at least in part on the OCR; compare at least portions of the identifier with content from one or more reference data sources; and determine whether the identifier is valid based at least in part on the comparison. The content comprises global address information; while the content from the reference is derived from geographic information. Deriving the content from the geographic information includes: obtaining the geographic information; and parsing the geographic information according to a set of predefined heuristic rules, where the heuristic rules are configured to normalize the global address information obtained from the one or more sources according to a single convention for representing address information.
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公开(公告)号：US20170329838A1
公开(公告)日：2017-11-16
申请号：US15666409
申请日：2017-08-01
Applicant: Kofax, Inc.
Inventor： Mauritius A.R. Schmidtler , Jan W. Amtrup , Stephen Michael Thompson , Anthony Sarah
CPC classification number: G06F17/30598 , G06F17/30312 , G06F17/3053 , G06N99/005
Abstract: According to one embodiment, a computer-implemented method for cleaning up a data set having a possible incorrect label includes: selecting a plurality of training documents; estimating a quality of an organization of a plurality of categories; and determining whether the quality of the organization is greater than a predetermined quality threshold. Corresponding system and computer program product embodiments are also presented. Other aspects and advantages of the present invention will become apparent from the following detailed description, which, when taken in conjunction with the drawings, illustrate by way of example the principles of the invention.
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14.发明授权公开(公告)号：US09819825B2
公开(公告)日：2017-11-14
申请号：US15389342
申请日：2016-12-22
Applicant: Kofax, Inc.
Inventor： Jan W. Amtrup , Jiyong Ma , Anthony Macciola
CPC classification number: H04N1/19594 , G06K9/18 , G06K9/2063 , G06K9/6267 , G06K2209/01 , G06K2209/25 , G06T5/001 , H04N1/00251 , H04N1/00307 , H04N1/00801 , H04N5/23206 , H04N5/23222 , H04N5/23293 , H04N5/265 , H04N2201/0032 , H04N2201/0075 , H04N2201/0084 , H04N2201/0458
Abstract: In one embodiment, a system includes a processor and logic executable by the processor. The logic is configured to cause the processor to: capture video data using a mobile device, the video data comprising a plurality of frames; determine whether one or more of the frames depict a document exhibiting one or more defining characteristics; determine whether one or more of the frame(s) determined to depict the document also satisfy one or more predetermined quality control criteria; and in response to determining one or more of the frames depict the document and also satisfy the one or more predetermined quality control criteria, automatically capture an image of the document. Corresponding computer program products are also disclosed.
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公开(公告)号：US09767379B2
公开(公告)日：2017-09-19
申请号：US15394719
申请日：2016-12-29
Applicant: Kofax, Inc.
Inventor： Anthony Macciola , Jan W. Amtrup
CPC classification number: G06K9/6201 , G06K9/00456 , G06K9/00463 , G06K9/00469 , G06K9/18 , G06K9/22 , G06K9/325 , G06K9/72 , G06K2209/01 , G06Q10/10 , G06Q30/04 , H04N1/32101 , H04N1/40 , H04N1/444 , H04N2201/3205
Abstract: In one approach, a method includes: capturing an image of a document using a camera of a mobile device; performing optical character recognition (OCR) on the image of the document; extracting data of interest from the image based at least in part on the OCR; and validating the extracted data of interest against reference information stored on the mobile device. In another embodiment, a method includes: capturing an image of a document using a camera of a mobile device; performing optical character recognition (OCR) on the image of the document; extracting data of interest from the image based at least in part on the OCR; and validating authenticity of the document based on comparing some or all of the extracted data of interest to reference information stored on the mobile device.
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Patent Agency Ranking
公开(公告)号：US09747269B2
公开(公告)日：2017-08-29
申请号：US15134318
申请日：2016-04-20
Applicant: Kofax, Inc.
Inventor： Anthony Macciola , Jan W. Amtrup
IPC: G06K9/72 , G06F17/24 , G06K9/00 , G06K9/18 , G06Q10/10 , H04N1/40 , G06K9/20 , G06F17/21 , G06F17/27
CPC classification number: G06F17/243 , G06F17/211 , G06F17/276 , G06K9/00442 , G06K9/00469 , G06K9/18 , G06K9/2018 , G06K2209/21 , G06Q10/10 , H04N1/40
Abstract: Systems, methods, and computer program products for smart, automated capture of textual information using optical sensors of a mobile device are disclosed. The capture and provision is context-aware, and determines context of the optical input, and invokes a contextually-appropriate workflow based thereon. The techniques also provide capability to normalize, correct, and/or validate the captured optical input and provide the corrected, normalized, validated, etc. information to the contextually-appropriate workflow. Other information necessary by the workflow and available to the mobile device optical sensors may also be captured and provided, in a single automatic process. As a result, the overall process of capturing information from optical input using a mobile device, invoking an appropriate workflow, and providing captured information to the workflow is significantly simplified and improved in terms of accuracy of data transfer/entry, speed and efficiency of workflows, and user experience.
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17.发明授权Systems and methods for identification document processing and business workflow integration 有权识别文档处理和业务流程集成的系统和方法公开(公告)号：US09483794B2
公开(公告)日：2016-11-01
申请号：US14220016
申请日：2014-03-19
Applicant: Kofax, Inc.
Inventor： Jan W. Amtrup , Steven Kilby , Anthony Macciola
CPC classification number: G06Q40/025 , G06K9/00442 , G06K9/00449 , G06K9/00456 , G06K9/00463 , G06K9/00469 , G06K9/00483 , G06Q20/3223 , G06Q20/3276 , G06Q20/4014 , G06Q50/18 , H04N1/00106 , H04N1/00251 , H04N1/00334
Abstract: A method includes: capturing or receiving at least one image of one or more identity documents (IDs) using a mobile device; determining identifying information from one or more of the IDs; building an ID profile based on the identifying information; storing the ID profile to a memory of the mobile device; invoking a workflow configured to facilitate a business transaction; detecting a predetermined stimulus in the workflow, the stimulus relating to the business transaction; providing at least a portion of the ID profile to the workflow in response to detecting the predetermined stimulus; and driving at least a portion of the workflow using the provided portion of the ID profile. Related systems and computer program products are also disclosed.
Abstract translation: 一种方法包括：使用移动设备捕获或接收一个或多个身份证件（ID）的至少一个图像; 从一个或多个所述ID确定识别信息; 基于识别信息构建ID简档; 将所述ID简档存储到所述移动设备的存储器; 调用配置为促进业务交易的工作流; 检测工作流程中的预定刺激，与商业交易相关的刺激; 响应于检测到所述预定刺激，向所述工作流提供所述ID简档的至少一部分; 以及使用所提供的ID简档的部分来驱动所述工作流的至少一部分。 还公开了相关系统和计算机程序产品。
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18.发明授权Systems and methods for classifying objects in digital images captured using mobile devices 有权用于使用移动设备捕获的数字图像中的对象进行分类的系统和方法公开(公告)号：US09311531B2
公开(公告)日：2016-04-12
申请号：US14209825
申请日：2014-03-13
Applicant: Kofax, Inc.
Inventor： Jan W. Amtrup , Anthony Macciola , Stephen Michael Thompson , Jiyong Ma
IPC: G06K9/00
CPC classification number: G06K9/00483 , G06K9/00442 , G06K9/00523 , G06K9/00536 , G06T7/11 , G06T2207/20104
Abstract: A method includes receiving or capturing a digital image using a mobile device, and using a processor of the mobile device to: determine whether an object depicted in the digital image belongs to a particular object class among a plurality of object classes; determine one or more object features of the object based at least in part on the particular object class at least partially in response to determining the object belongs to the particular object class; build or select an extraction model based at least in part on the one or more determined object features; and extract data from the digital image using the extraction model. The extraction model excludes, and/or the extraction process does not utilize, optical character recognition (OCR) techniques. Related systems and computer program products are also disclosed.
Abstract translation: 一种方法包括使用移动设备接收或捕获数字图像，并且使用所述移动设备的处理器来：确定所述数字图像中描绘的对象是否属于多个对象类别中的特定对象类别; 至少部分地基于所述特定对象类来至少部分地响应于确定属于所述特定对象类的对象来确定所述对象的一个或多个对象特征; 至少部分地基于一个或多个确定的对象特征构建或选择提取模型; 并使用提取模型从数字图像中提取数据。 提取模式不包括，和/或提取过程不利用光学字符识别（OCR）技术。 还公开了相关系统和计算机程序产品。
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公开(公告)号：US20150269245A1
公开(公告)日：2015-09-24
申请号：US14733742
申请日：2015-06-08
Applicant: Kofax, Inc.
Inventor： Mauritius A.R. Schmidtler , Jan W. Amtrup , Stephen Michael Thompson , Anthony Sarah
IPC: G06F17/30
CPC classification number: G06F17/30598 , G06F17/30312 , G06F17/3053 , G06N99/005
Abstract: A method is provided for organizing data sets. In use, an automatic decision system is created or updated for determining whether data elements fit a predefined organization or not, where the decision system is based on a set of preorganized data elements. A plurality of data elements is organized using the decision system. At least one organized data element is selected for output to a user based on a score or confidence from the decision system for the at least one organized data element. Additionally, at least a portion of the at least one organized data element is output to the user. A response is received from the user comprising at least one of a confirmation, modification, and a negation of the organization of the at least one organized data element. The automatic decision system is recreated or updated based on the user response. Other embodiments are also presented.
Abstract translation: 提供了一种用于组织数据集的方法。 在使用中，创建或更新自动决策系统以确定数据元素是否符合预定义的组织，其中决策系统基于一组预先组织的数据元素。 使用决策系统来组织多个数据元素。 基于来自决策系统对于至少一个有组织数据元素的分数或置信度，选择至少一个有组织数据元素来输出给用户。 此外，至少一个有组织数据元素的至少一部分被输出给用户。 从用户接收到包括至少一个有组织数据元素的组织的确认，修改和否定中的至少一个的响应。 基于用户响应重新创建或更新自动决策系统。 还提出了其他实施例。
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20.发明授权Systems and methods for identification document processing and business workflow integration 有权识别文档处理和业务流程集成的系统和方法公开(公告)号：US09058515B1
公开(公告)日：2015-06-16
申请号：US14220023
申请日：2014-03-19
Applicant: Kofax, Inc.
Inventor： Jan W. Amtrup , Jiyong Ma , Steven Kilby , Anthony Macciola
CPC classification number: G06K9/00442 , G06Q10/10 , H04N1/387 , H04N1/3872 , H04N1/3878
Abstract: A method involves: receiving an image comprising an ID; iteratively classifying the ID; and driving at least a portion of a workflow based at least in part on the classifying; wherein at least some of the classification iterations are based at least in part on comparing feature vector data, wherein a first classification iteration comprises determining the ID belongs to a particular class, and wherein each classification iteration subsequent to the first classification iteration comprises determining whether the ID belongs to a subclass falling within the particular class to which the ID was determined to belong in a prior classification iteration. Related systems and computer program products are also disclosed.
Abstract translation: 一种方法包括：接收包括ID的图像; 对ID进行迭代分类; 以及至少部分地基于所述分类来驾驶至少一部分工作流; 其中所述分类迭代中的至少一些至少部分地基于比较特征向量数据，其中第一分类迭代包括确定属于特定类的所述ID，并且其中在所述第一分类迭代之后的每个分类迭代包括： ID属于属于先前分类迭代的ID被确定为属于特定类的子类。 还公开了相关系统和计算机程序产品。
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