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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
Applicant: Kofax, Inc.
Inventor： Christopher W. Thrasher , Alexander Shustorovich , Stephen Michael Thompson , Jan W. Amtrup , Anthony Macciola
Abstract: 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
Applicant: Kofax, Inc.
Inventor： Christopher W. Thrasher , Alexander Shustorovich , Stephen Michael Thompson , Jan W. Amtrup , Anthony Macciola
Abstract: 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：US20170046788A1
公开(公告)日：2017-02-16
申请号：US15339789
申请日：2016-10-31
Applicant: Kofax, Inc.
CPC classification number: 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
Abstract: 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.
Abstract translation: 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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公开(公告)号：US09117117B2
公开(公告)日：2015-08-25
申请号：US14569375
申请日：2014-12-12
Applicant: Kofax, Inc.
Inventor： Anthony Macciola , Alexander Shustorovich , Christopher W. Thrasher
CPC classification number: 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
Abstract: In various embodiments, methods, systems, and computer program products for capturing and processing digital images captured by a mobile device are disclosed. The claimed algorithms are specifically configured to perform and facilitate loan application processing by capturing an image of a document using a mobile device, and analyzing the image (optionally in conjunction with additional data that may also be captured, determined, or otherwise provided to the loan application process) to determine loan-relevant information. Select loan-relevant information may be extracted, compiled, and/or analyzed to facilitate processing of the loan application. Feedback may be provided to facilitate facile application processing, e.g. by ensuring all requisite information is submitted with the loan application. Image capture and document detection are preferably performed using the mobile device, while all other functions may be performed using the mobile device, a remote server, or some combination thereof.
Abstract translation: 在各种实施例中，公开了用于捕获和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。 所声明的算法被特别地配置为通过使用移动设备捕获文档的图像来执行和促进贷款申请处理，并且分析图像（可选地与可以被捕获，确定或以其它方式提供给贷款的附加数据一起） 申请流程）确定贷款相关信息。 可以提取，汇编和/或分析选择贷款相关信息，以便于贷款申请的处理。 可以提供反馈以便于容易的应用处理，例如 通过确保所有必要的信息与贷款申请一起提交。 优选地，使用移动设备执行图像捕获和文档检测，而可以使用移动设备，远程服务器或其某种组合来执行所有其它功能。
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公开(公告)号：US08989515B2
公开(公告)日：2015-03-24
申请号：US13740131
申请日：2013-01-11
Applicant: Kofax, Inc.
Inventor： Alexander Shustorovich , Anthony Macciola , Christopher W. Thrasher
IPC: G06K9/40 , G06T11/20 , G06F3/00 , H04N1/40 , G06T5/00 , G06T7/00 , G06T3/00 , G06F17/40 , H04N1/387
CPC classification number: 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
Abstract: In various embodiments, methods, systems, and computer program products for processing digital images captured by a mobile device are disclosed. Myriad features enable and/or facilitate processing of such digital images using a mobile device that would otherwise be technically impossible or impractical, and furthermore address unique challenges presented by images captured using a camera rather than a traditional flat-bed scanner, paper-feed scanner or multifunction peripheral.
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Patent Agency Ranking
公开(公告)号：US20130182973A1
公开(公告)日：2013-07-18
申请号：US13740127
申请日：2013-01-11
Applicant: Kofax, Inc.
Inventor： Anthony Macciola , Alexander Shustorovich , Christopher W. Thrasher
IPC: G06T3/00
CPC classification number: 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
Abstract: In various embodiments, methods, systems, and computer program products for processing digital images captured by a mobile device are disclosed. Myriad features enable and/or facilitate processing of such digital images using a mobile device that would otherwise be technically impossible or impractical, and furthermore address unique challenges presented by images captured using a camera rather than a traditional flat-bed scanner, paper-feed scanner or multifunction peripheral.
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公开(公告)号：US20130182959A1
公开(公告)日：2013-07-18
申请号：US13740138
申请日：2013-01-11
Applicant: Kofax, Inc.
Inventor： Christopher W. Thrasher , Anthony Macciola , Alexander Shustorovich
IPC: G06T7/00
CPC classification number: 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
Abstract: In various embodiments, methods, systems, and computer program products for processing digital images captured by a mobile device are disclosed. Myriad features enable and/or facilitate processing of such digital images using a mobile device that would otherwise be technically impossible or impractical, and furthermore address unique challenges presented by images captured using a camera rather than a traditional flat-bed scanner, paper-feed scanner or multifunction peripheral.
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公开(公告)号：US20130182292A1
公开(公告)日：2013-07-18
申请号：US13740139
申请日：2013-01-11
Applicant: Kofax, Inc.
Inventor： Christopher W. Thrasher , Anthony Macciola , Alexander Shustorovich
IPC: H04N1/40
CPC classification number: 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
Abstract: In various embodiments, methods, systems, and computer program products for processing digital images captured by a mobile device are disclosed. Myriad features enable and/or facilitate processing of such digital images using a mobile device that would otherwise be technically impossible or impractical, and furthermore address unique challenges presented by images captured using a camera rather than a traditional flat-bed scanner, paper-feed scanner or multifunction peripheral.
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公开(公告)号：US10664919B2
公开(公告)日：2020-05-26
申请号：US15394726
申请日：2016-12-29
Applicant: Kofax, Inc.
IPC: G06K9/32 , G06Q40/08 , G06T11/20 , G06T7/12 , G06T3/00 , H04N1/387 , G06T7/143 , G06F3/00 , H04N1/40 , G06T5/00 , G06T7/00 , G06F17/40 , G06K9/00 , G06T7/194 , G06T7/13 , G06Q50/18 , G06T1/00 , H04N1/00 , G06K9/36 , G06K9/38
Abstract: 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.
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公开(公告)号：US10467465B2
公开(公告)日：2019-11-05
申请号：US15396327
申请日：2016-12-30
Applicant: Kofax, Inc.
Inventor： Alexander Shustorovich , Christopher W. Thrasher
Abstract: Computerized techniques for improved binarization and extraction of information from digital image data are disclosed in accordance with various embodiments. The inventive concepts include: rendering, using a processor of the mobile device, a digital image using a plurality of binarization thresholds to generate a plurality of range-binarized digital images, wherein each rendering of the digital image is generated using a different combination of the plurality of binarization thresholds; identifying, using the processor of the mobile device, one or more range connected components within the plurality of range-binarized digital images; and identifying, using the processor of the mobile device, a plurality of text regions within the digital image based on some or all of the range connected components. Corresponding systems and computer program products are also disclosed.
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