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公开(公告)号：US20210383150A1
公开(公告)日：2021-12-09
申请号：US17348584
申请日：2021-06-15
申请人： Kofax, Inc.
发明人： Christopher W. Thrasher , Alexander Shustorovich , Stephen Michael Thompson , Jan W. Amtrup , Anthony Macciola
摘要： Techniques for binarization and extraction of information from image data are disclosed. The inventive concepts include independently binarizing portions of the image data on the basis of individual features, e.g. per connected component, and using multiple different binarization thresholds to obtain the best possible binarization result for each portion of the image data. Determining the quality of each binarization result may be based on attempted recognition and/or extraction of information therefrom. Independently binarized portions may be assembled into a contiguous result. In one embodiment, a method includes: identifying a region of interest within a digital image; generating a plurality of binarized images based on the region of interest using different binarization thresholds; and extracting data from some or all of the plurality of binarized images. The extracted data includes connected components that overlap and/or are obscured by unique background. Corresponding systems and computer program products are disclosed.
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公开(公告)号：US20190171900A1
公开(公告)日：2019-06-06
申请号：US16267205
申请日：2019-02-04
申请人： Kofax, Inc.
发明人： Christopher W. Thrasher , Alexander Shustorovich , Stephen Michael Thompson , Jan W. Amtrup , Anthony Macciola
摘要： Techniques for binarization and extraction of information from image data are disclosed. The inventive concepts include independently binarizing portions of the image data on the basis of individual features, e.g. per connected component, and using multiple different binarization thresholds to obtain the best possible binarization result for each portion of the image data. Determining the quality of each binarization result may be based on attempted recognition and/or extraction of information therefrom. Independently binarized portions may be assembled into a contiguous result. In one embodiment, a method includes: identifying a region of interest within a digital image; generating a plurality of binarized images based on the region of interest using different binarization thresholds; subjecting the region of interest within a digital image to a plurality of thresholding and extraction iterations; and extracting data from some or all of the plurality of binarized images. Corresponding systems and computer program products are disclosed.
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公开(公告)号：US20190034456A1
公开(公告)日：2019-01-31
申请号：US16052495
申请日：2018-08-01
申请人： Kofax, Inc.
发明人： Anthony Macciola , Jan W. Amtrup
IPC分类号： G06F17/30 , H04N1/40 , H04N1/387 , G06T3/00 , G06T7/143 , G06T7/12 , G06K9/38 , G06K9/32 , G06K9/00
摘要： In various embodiments, methods, systems, and computer program products for processing digital images captured by a mobile device are disclosed. The exemplary image processing techniques are coupled with inbound and outbound communications protocols and workflows configured to facilitate closed-loop processing, such that a method includes initiating a workflow; providing one or more of case information and raw data to the workflow; processing one or more of the case information and the raw data to generate a processing result; storing at least some of the case information in association with the processing result, wherein the associated case information acts as an identifier of the processing result; transmitting at least the processing result and the identifier; receiving, in response to the transmitting, a reply comprising the identifier; and retrieving at least the processing result using the identifier.
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4.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
申请人： Kofax, Inc.
发明人： Jiyong Ma , Anthony Macciola , Jan W. Amtrup
摘要： 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
申请人： Kofax, Inc.
CPC分类号： 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
摘要： 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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6.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
申请人： Kofax, Inc.
发明人： Jan W. Amtrup , Jiyong Ma , Anthony Macciola
CPC分类号： 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
摘要： 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
申请人： Kofax, Inc.
发明人： Anthony Macciola , Jan W. Amtrup
CPC分类号： 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
摘要： 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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公开(公告)号：US09747269B2
公开(公告)日：2017-08-29
申请号：US15134318
申请日：2016-04-20
申请人： Kofax, Inc.
发明人： Anthony Macciola , Jan W. Amtrup
IPC分类号： G06K9/72 , G06F17/24 , G06K9/00 , G06K9/18 , G06Q10/10 , H04N1/40 , G06K9/20 , G06F17/21 , G06F17/27
CPC分类号： G06F17/243 , G06F17/211 , G06F17/276 , G06K9/00442 , G06K9/00469 , G06K9/18 , G06K9/2018 , G06K2209/21 , G06Q10/10 , H04N1/40
摘要： 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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公开(公告)号：US20170046788A1
公开(公告)日：2017-02-16
申请号：US15339789
申请日：2016-10-31
申请人： Kofax, Inc.
CPC分类号： G06Q40/08 , G06F3/005 , G06F17/40 , G06K9/00456 , G06K9/00463 , G06K9/3233 , G06K9/38 , G06K2009/363 , G06Q50/18 , G06T1/0007 , G06T3/0006 , G06T3/0056 , G06T5/00 , G06T5/002 , G06T5/003 , G06T7/00 , G06T7/0002 , G06T7/12 , G06T7/13 , G06T7/143 , G06T7/194 , G06T11/20 , G06T2207/10024 , G06T2207/20021 , G06T2207/20164 , G06T2207/30004 , G06T2207/30176 , H04N1/00116 , H04N1/00251 , H04N1/00403 , H04N1/387 , H04N1/3872 , H04N1/3878 , H04N1/40 , H04N2201/0081 , H04N2201/0096
摘要： In several embodiments, methods, systems, and computer program products for processing digital images captured by a mobile device are disclosed. The techniques include detecting medical documents and/or documents relevant to an insurance claim by defining candidate edge points based on the captured image data and defining four sides of a tetragon based on at least some of the candidate edge points. In the case of an insurance claim process, the techniques also include determining whether the document is relevant to an insurance claim; and in response to determining the document is relevant to the insurance claim, submitting the image data, information extracted from the image data, or both to a remote server for claims processing. The image capture and processing techniques further facilitate processing of medical documents and/or insurance claims with a plurality of additional features that may be used individually or in combination in various embodiments.
摘要翻译： 在几个实施例中，公开了用于处理由移动设备捕获的数字图像的方法，系统和计算机程序产品。 这些技术包括通过基于所捕获的图像数据定义候选边缘点并基于候选边缘点中的至少一些来定义四边形的四边来检测与保险索赔相关的医疗文档和/或文档。 在保险索赔程序的情况下，这些技术还包括确定该文件是否与保险索赔相关; 并且响应于确定文档与保险索赔相关，将图像数据，从图像数据提取的信息或两者提交到远程服务器进行索赔处理。 图像捕获和处理技术进一步促进医疗文件和/或保险索赔的处理，其具有可以在各种实施例中单独使用或组合使用的多个附加特征。
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10.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
申请人： Kofax, Inc.
发明人： Jan W. Amtrup , Steven Kilby , Anthony Macciola
CPC分类号： 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
摘要： 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.
摘要翻译： 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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